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1. FedSub: Introducing class-aware Subnetworks Fusion to Enhance Personalized Federated Learning in Ubiquitous Systems

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Machine Learning
Abstract: Personalized Federated Learning is essential in AI-driven ubiquitous systems, supporting the distributed development of models able to adapt to diverse and evolving user behaviors while safeguarding privacy. Despite addressing heterogeneous user data distributions in collaborative model training, existing methods often face limitations balancing personalization and generalization, oversimplifying user similarities, or relying heavily on global models. In this paper, we propose FedSub, a novel federated approach designed to enhance personalization through the use of class-aware prototypes and model subnetworks. Prototypes serve as compact representations of user data, clustered on the server to identify similarities based on specific label patterns. Concurrently, subnetworks -- model components necessary to process each class -- are extracted locally and fused by the server according to these clusters, producing highly tailored model updates for each user. This fine-grained, class-specific aggregation of clients' models allows FedSub to capture the unique characteristics of individual user data patterns. The effectiveness of FedSub is validated in three real-world scenarios characterized by high data heterogeneity, derived from human activity recognition and mobile health applications. Experimental evaluations demonstrate FedSub's performance improvements with respect to the state-of-the-art and significant advancements in personalization for ubiquitous systems based on personal mobile and wearable devices., Comment: Submitted to Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
Published: 2024

2. ContextLabeler Dataset: physical and virtual sensors data collected from smartphone usage in-the-wild

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Human-Computer Interaction, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing
Abstract: This paper describes a data collection campaign and the resulting dataset derived from smartphone sensors characterizing the daily life activities of 3 volunteers in a period of two weeks. The dataset is released as a collection of CSV files containing more than 45K data samples, where each sample is composed by 1332 features related to a heterogeneous set of physical and virtual sensors, including motion sensors, running applications, devices in proximity, and weather conditions. Moreover, each data sample is associated with a ground truth label that describes the user activity and the situation in which she was involved during the sensing experiment (e.g., working, at restaurant, and doing sport activity). To avoid introducing any bias during the data collection, we performed the sensing experiment in-the-wild, that is, by using the volunteers' devices, and without defining any constraint related to the user's behavior. For this reason, the collected dataset represents a useful source of real data to both define and evaluate a broad set of novel context-aware solutions (both algorithms and protocols) that aim to adapt their behavior according to the changes in the user's situation in a mobile environment.
Published: 2023
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3. A Machine-Learned Ranking Algorithm for Dynamic and Personalised Car Pooling Services

Author: Campana, Mattia Giovanni, Delmastro, Franca, and Bruno, Raffaele
Subjects: Computer Science - Information Retrieval, Computer Science - Machine Learning
Abstract: Car pooling is expected to significantly help in reducing traffic congestion and pollution in cities by enabling drivers to share their cars with travellers with similar itineraries and time schedules. A number of car pooling matching services have been designed in order to efficiently find successful ride matches in a given pool of drivers and potential passengers. However, it is now recognised that many non-monetary aspects and social considerations, besides simple mobility needs, may influence the individual willingness of sharing a ride, which are difficult to predict. To address this problem, in this study we propose GoTogether, a recommender system for car pooling services that leverages on learning-to-rank techniques to automatically derive the personalised ranking model of each user from the history of her choices (i.e., the type of accepted or rejected shared rides). Then, GoTogether builds the list of recommended rides in order to maximise the success rate of the offered matches. To test the performance of our scheme we use real data from Twitter and Foursquare sources in order to generate a dataset of plausible mobility patterns and ride requests in a metropolitan area. The results show that the proposed solution quickly obtain an accurate prediction of the personalised user's choice model both in static and dynamic conditions., Comment: Accepted from the IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), 2016
Published: 2023
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4. Context-Aware Configuration and Management of WiFi Direct Groups for Real Opportunistic Networks

Author: Arnaboldi, Valerio, Campana, Mattia Giovanni, and Delmastro, Franca
Subjects: Computer Science - Networking and Internet Architecture, Computer Science - Machine Learning
Abstract: Wi-Fi Direct is a promising technology for the support of device-to-device communications (D2D) on commercial mobile devices. However, the standard as-it-is is not sufficient to support the real deployment of networking solutions entirely based on D2D such as opportunistic networks. In fact, WiFi Direct presents some characteristics that could limit the autonomous creation of D2D connections among users' personal devices. Specifically, the standard explicitly requires the user's authorization to establish a connection between two or more devices, and it provides a limited support for inter-group communication. In some cases, this might lead to the creation of isolated groups of nodes which cannot communicate among each other. In this paper, we propose a novel middleware-layer protocol for the efficient configuration and management of WiFi Direct groups (WiFi Direct Group Manager, WFD-GM) to enable autonomous connections and inter-group communication. This enables opportunistic networks in real conditions (e.g., variable mobility and network size). WFD-GM defines a context function that takes into account heterogeneous parameters for the creation of the best group configuration in a specific time window, including an index of nodes' stability and power levels. We evaluate the protocol performances by simulating three reference scenarios including different mobility models, geographical areas and number of nodes. Simulations are also supported by experimental results related to the evaluation in a real testbed of the involved context parameters. We compare WFD-GM with the state-of-the-art solutions and we show that it performs significantly better than a Baseline approach in scenarios with medium/low mobility, and it is comparable with it in case of high mobility, without introducing additional overhead., Comment: Accepted by the IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2017
Published: 2023
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5. Transfer Learning for the Efficient Detection of COVID-19 from Smartphone Audio Data

Author: Campana, Mattia Giovanni, Delmastro, Franca, and Pagani, Elena
Subjects: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing
Abstract: Disease detection from smartphone data represents an open research challenge in mobile health (m-health) systems. COVID-19 and its respiratory symptoms are an important case study in this area and their early detection is a potential real instrument to counteract the pandemic situation. The efficacy of this solution mainly depends on the performances of AI algorithms applied to the collected data and their possible implementation directly on the users' mobile devices. Considering these issues, and the limited amount of available data, in this paper we present the experimental evaluation of 3 different deep learning models, compared also with hand-crafted features, and of two main approaches of transfer learning in the considered scenario: both feature extraction and fine-tuning. Specifically, we considered VGGish, YAMNET, and L\textsuperscript{3}-Net (including 12 different configurations) evaluated through user-independent experiments on 4 different datasets (13,447 samples in total). Results clearly show the advantages of L\textsuperscript{3}-Net in all the experimental settings as it overcomes the other solutions by 12.3\% in terms of Precision-Recall AUC as features extractor, and by 10\% when the model is fine-tuned. Moreover, we note that to fine-tune only the fully-connected layers of the pre-trained models generally leads to worse performances, with an average drop of 6.6\% with respect to feature extraction. %highlighting the need for further investigations. Finally, we evaluate the memory footprints of the different models for their possible applications on commercial mobile devices.
Published: 2023
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6. PLIERS: a Popularity-Based Recommender System for Content Dissemination in Online Social Networks

Author: Arnaboldi, Valerio, Campana, Mattia Giovanni, Delmastro, Franca, and Pagani, Elena
Subjects: Computer Science - Information Retrieval, Computer Science - Machine Learning
Abstract: In this paper, we propose a novel tag-based recommender system called PLIERS, which relies on the assumption that users are mainly interested in items and tags with similar popularity to those they already own. PLIERS is aimed at reaching a good tradeoff between algorithmic complexity and the level of personalization of recommended items. To evaluate PLIERS, we performed a set of experiments on real OSN datasets, demonstrating that it outperforms state-of-the-art solutions in terms of personalization, relevance, and novelty of recommendations., Comment: Published in SAC '16: Proceedings of the 31st Annual ACM Symposium on Applied Computing
Published: 2023
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7. Recommender Systems for Online and Mobile Social Networks: A survey

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Information Retrieval, Computer Science - Machine Learning, Computer Science - Social and Information Networks
Abstract: Recommender Systems (RS) currently represent a fundamental tool in online services, especially with the advent of Online Social Networks (OSN). In this case, users generate huge amounts of contents and they can be quickly overloaded by useless information. At the same time, social media represent an important source of information to characterize contents and users' interests. RS can exploit this information to further personalize suggestions and improve the recommendation process. In this paper we present a survey of Recommender Systems designed and implemented for Online and Mobile Social Networks, highlighting how the use of social context information improves the recommendation task, and how standard algorithms must be enhanced and optimized to run in a fully distributed environment, as opportunistic networks. We describe advantages and drawbacks of these systems in terms of algorithms, target domains, evaluation metrics and performance evaluations. Eventually, we present some open research challenges in this area.
Published: 2023
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8. Lightweight Modeling of User Context Combining Physical and Virtual Sensor Data

Author: Campana, Mattia Giovanni, Chatzopoulos, Dimitris, Delmastro, Franca, and Hui, Pan
Subjects: Computer Science - Machine Learning
Abstract: The multitude of data generated by sensors available on users' mobile devices, combined with advances in machine learning techniques, support context-aware services in recognizing the current situation of a user (i.e., physical context) and optimizing the system's personalization features. However, context-awareness performances mainly depend on the accuracy of the context inference process, which is strictly tied to the availability of large-scale and labeled datasets. In this work, we present a framework developed to collect datasets containing heterogeneous sensing data derived from personal mobile devices. The framework has been used by 3 voluntary users for two weeks, generating a dataset with more than 36K samples and 1331 features. We also propose a lightweight approach to model the user context able to efficiently perform the entire reasoning process on the user mobile device. To this aim, we used six dimensionality reduction techniques in order to optimize the context classification. Experimental results on the generated dataset show that we achieve a 10x speed up and a feature reduction of more than 90% while keeping the accuracy loss less than 3%.
Published: 2023
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9. MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edge

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Machine Learning, Computer Science - Computers and Society
Abstract: The widespread diffusion of connected smart devices has contributed to the rapid expansion and evolution of the Internet at its edge. Personal mobile devices interact with other smart objects in their surroundings, adapting behavior based on rapidly changing user context. The ability of mobile devices to process this data locally is crucial for quick adaptation. This can be achieved through a single elaboration process integrated into user applications or a middleware platform for context processing. However, the lack of public datasets considering user context complexity in the mobile environment hinders research progress. We introduce MyDigitalFootprint, a large-scale dataset comprising smartphone sensor data, physical proximity information, and Online Social Networks interactions. This dataset supports multimodal context recognition and social relationship modeling. It spans two months of measurements from 31 volunteer users in their natural environment, allowing for unrestricted behavior. Existing public datasets focus on limited context data for specific applications, while ours offers comprehensive information on the user context in the mobile environment. To demonstrate the dataset's effectiveness, we present three context-aware applications utilizing various machine learning tasks: (i) a social link prediction algorithm based on physical proximity data, (ii) daily-life activity recognition using smartphone-embedded sensors data, and (iii) a pervasive context-aware recommender system. Our dataset, with its heterogeneity of information, serves as a valuable resource to validate new research in mobile and edge computing.
Published: 2023
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10. COMPASS: Unsupervised and Online Clustering of Complex Human Activities from Smartphone Sensors

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Machine Learning
Abstract: Modern mobile devices are able to provide context-aware and personalized services to the users, by leveraging on their sensing capabilities to infer the activity and situation in which a person is currently involved. Current solutions for context-recognition rely on annotated data and expertsÃ¢ÂÂ knowledge to predict the user context. In addition, their prediction ability is strongly limited to the set of situations considered during the model training or definition. However, in a mobile environment, the user context continuously evolves, and it cannot be merely restricted to a set of predefined classes. To overcome these limitations, we propose COMPASS, a novel unsupervised and online clustering algorithm aimed at identifying the user context in mobile environments based on the stream of high-dimensional data generated by smartphone sensors. COMPASScan distinguish an arbitrary number of userÃ¢ÂÂs contexts from the sensorsÃ¢ÂÂ data, without defining a priori the collection of expected situations. This key feature makes it a general-purpose solution to provide context-aware features to mobile devices, supporting a broad set of applications. Experimental results on 18 synthetic and 2 real-world datasets show that COMPASS correctly identifies the user context from the sensorsÃ¢ÂÂ data stream, and outperforms the state-of-the-art solutions in terms of both clusters configuration and purity. Eventually, we evaluate its performances in terms of execution time and the results show that COMPASS can process 1000 high-dimensional samples in less than 20 seconds, while the reference solutions require about 60 minutes to evaluate the entire dataset. Keywords: Context-awareness, Unsupervised Machine Learning, Online Clustering, Mobile Computing
Published: 2023
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11. A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images

Author: Campana, Mattia Giovanni, Colussi, Marco, Delmastro, Franca, Mascetti, Sergio, and Pagani, Elena
Subjects: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract: In recent months, the monkeypox (mpox) virus -- previously endemic in a limited area of the world -- has started spreading in multiple countries until being declared a ``public health emergency of international concern'' by the World Health Organization. The alert was renewed in February 2023 due to a persisting sustained incidence of the virus in several countries and worries about possible new outbreaks. Low-income countries with inadequate infrastructures for vaccine and testing administration are particularly at risk. A symptom of mpox infection is the appearance of skin rashes and eruptions, which can drive people to seek medical advice. A technology that might help perform a preliminary screening based on the aspect of skin lesions is the use of Machine Learning for image classification. However, to make this technology suitable on a large scale, it should be usable directly on mobile devices of people, with a possible notification to a remote medical expert. In this work, we investigate the adoption of Deep Learning to detect mpox from skin lesion images. The proposal leverages Transfer Learning to cope with the scarce availability of mpox image datasets. As a first step, a homogenous, unpolluted, dataset is produced by manual selection and preprocessing of available image data. It will also be released publicly to researchers in the field. Then, a thorough comparison is conducted amongst several Convolutional Neural Networks, based on a 10-fold stratified cross-validation. The best models are then optimized through quantization for use on mobile devices; measures of classification quality, memory footprint, and processing times validate the feasibility of our proposal. Additionally, the use of eXplainable AI is investigated as a suitable instrument to both technically and clinically validate classification outcomes., Comment: Submitted to Pervasive and Mobile Computing
Published: 2023

12. Blood–brain barrier dysfunction and folate and vitamin B12 levels in first-episode schizophrenia-spectrum psychosis: a retrospective chart review

Author: Campana, Mattia, Löhrs, Lisa, Strauß, Johanna, Münz, Susanne, Oviedo-Salcedo, Tatiana, Fernando, Piyumi, Maurus, Isabel, Raabe, Florian, Moussiopoulou, Joanna, Eichhorn, Peter, Falkai, Peter, Hasan, Alkomiet, and Wagner, Elias
Published: 2023
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13. A Personalized Recommender System for Pervasive Social Networks

Author: Arnaboldi, Valerio, Campana, Mattia G., Delmastro, Franca, and Pagani, Elena
Subjects: Computer Science - Networking and Internet Architecture
Abstract: The current availability of interconnected portable devices, and the advent of the Web 2.0, raise the problem of supporting anywhere and anytime access to a huge amount of content, generated and shared by mobile users. In this work we propose a novel framework for pervasive social networks, called Pervasive PLIERS (pPLIERS), able to discover and select, in a highly personalized way, contents of interest for single mobile users. pPLIERS exploits the recently proposed PLIERS tag based recommender system as context a reasoning tool able to adapt recommendations to heterogeneous interest profiles of different users. pPLIERS effectively operates also when limited knowledge about the network is maintained. It is implemented in a completely decentralized environment, in which new contents are continuously generated and diffused through the network, and it relies only on the exchange of single nodes knowledge during proximity contacts and through device to device communications. We evaluated pPLIERS by simulating its behaviour in three different scenarios: a big event (Expo 2015), a conference venue (ACM KDD 2015), and a working day in the city of Helsinki. For each scenario, we used real or synthetic mobility traces and we extracted real datasets from Twitter interactions to characterise the generation and sharing of user contents.
Published: 2022
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14. On-device modeling of user's social context and familiar places from smartphone-embedded sensor data

Author: Campana, Mattia Giovanni and Delmastro, Franca
Subjects: Computer Science - Machine Learning, Computer Science - Social and Information Networks
Abstract: Context modeling and recognition represent complex tasks that allow mobile and ubiquitous computing applications to adapt to the user's situation. Current solutions mainly focus on limited context information generally processed on centralized architectures, potentially exposing users' personal data to privacy leakage, and missing personalization features. For these reasons on-device context modeling and recognition represent the current research trend in this area. Among the different information characterizing the user's context in mobile environments, social interactions and visited locations remarkably contribute to the characterization of daily life scenarios. In this paper we propose a novel, unsupervised and lightweight approach to model the user's social context and her locations based on ego networks directly on the user mobile device. Relying on this model, the system is able to extract high-level and semantic-rich context features from smartphone-embedded sensors data. Specifically, for the social context it exploits data related to both physical and cyber social interactions among users and their devices. As far as location context is concerned, we assume that it is more relevant to model the familiarity degree of a specific location for the user's context than the raw location data, both in terms of GPS coordinates and proximity devices. By using 5 real-world datasets, we assess the structure of the social and location ego networks, we provide a semantic evaluation of the proposed models and a complexity evaluation in terms of mobile computing performance. Finally, we demonstrate the relevance of the extracted features by showing the performance of 3 machine learning algorithms to recognize daily-life situations, obtaining an improvement of 3% of AUROC, 9% of Precision, and 5% in terms of Recall with respect to use only features related to physical context., Comment: I request the withdrawal of the paper because it has been already submitted (and published) on arXiv with identifier 2306.15437
Published: 2022
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15. L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data

Author: Campana, Mattia Giovanni, Rovati, Andrea, Delmastro, Franca, and Pagani, Elena
Subjects: Computer Science - Sound, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Audio and Speech Processing
Abstract: Smartphones and wearable devices, along with Artificial Intelligence, can represent a game-changer in the pandemic control, by implementing low-cost and pervasive solutions to recognize the development of new diseases at their early stages and by potentially avoiding the rise of new outbreaks. Some recent works show promise in detecting diagnostic signals of COVID-19 from voice and coughs by using machine learning and hand-crafted acoustic features. In this paper, we decided to investigate the capabilities of the recently proposed deep embedding model L3-Net to automatically extract meaningful features from raw respiratory audio recordings in order to improve the performances of standard machine learning classifiers in discriminating between COVID-19 positive and negative subjects from smartphone data. We evaluated the proposed model on 3 datasets, comparing the obtained results with those of two reference works. Results show that the combination of L3-Net with hand-crafted features overcomes the performance of the other works of 28.57% in terms of AUC in a set of subject-independent experiments. This result paves the way to further investigation on different deep audio embeddings, also for the automatic detection of different diseases., Comment: accepted for IEEE SMARTCOMP 2022
Published: 2022

16. Signature of Altered Retinal Microstructures and Electrophysiology in Schizophrenia Spectrum Disorders Is Associated With Disease Severity and Polygenic Risk

Author: de Almeida, Valéria, Behrens, Stephanie, Boudriot, Emanuel, Campana, Mattia, Dengl, Fanny, Falkai, Peter, Fischer, Laura E., Gabellini, Nadja, Gabriel, Vanessa, Geyer, Thomas, Hanken, Katharina, Hasan, Alkomiet, Hasanaj, Genc, Ioannou, Georgios, Jäger, Iris, de Jonge, Sylvia, Karali, Temmuz, Karch, Susanne, Karslı, Berkhan, Keeser, Daniel, Kern, Christoph, Klimas, Nicole, Krčmář, Lenka, Melcher, Julian, Mortazavi, Matin, Moussiopoulou, Joanna, Neumeier, Karin, Padberg, Frank, Papazov, Boris, Papiol, Sergi, Pingen, Pauline, Pogarell, Oliver, Priglinger, Siegfried, Raabe, Florian J., Roell, Lukas, Rossner, Moritz J., Schmitt, Andrea, Schmölz, Susanne, Schulz, Enrico, Schworm, Benedikt, Wagner, Elias, Wichert, Sven, Yakimov, Vladislav, Zill, Peter, Popovic, David, Xu, Simiao, and Schulte, Eva C.
Published: 2024
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17. Association of symptom severity and cerebrospinal fluid alterations in recent onset psychosis in schizophrenia-spectrum disorders – An individual patient data meta-analysis

Author: Campana, Mattia, Yakimov, Vladislav, Moussiopoulou, Joanna, Maurus, Isabel, Löhrs, Lisa, Raabe, Florian, Jäger, Iris, Mortazavi, Matin, Benros, Michael E., Jeppesen, Rose, Meyer zu Hörste, Gerd, Heming, Michael, Giné-Servén, Eloi, Labad, Javier, Boix, Ester, Lennox, Belinda, Yeeles, Ksenija, Steiner, Johann, Meyer-Lotz, Gabriela, Dobrowolny, Henrik, Malchow, Berend, Hansen, Niels, Falkai, Peter, Siafis, Spyridon, Leucht, Stefan, Halstead, Sean, Warren, Nicola, Siskind, Dan, Strube, Wolfgang, Hasan, Alkomiet, and Wagner, Elias
Published: 2024
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18. Effects of add-on Celecoxib treatment on patients with schizophrenia spectrum disorders and inflammatory cytokine profile trial (TargetFlame): study design and methodology of a multicentre randomized, placebo-controlled trial

Author: Strube, Wolfgang, Aksar, Aslihan, Bauer, Ingrid, Barbosa, Susana, Benros, Michael, Blankenstein, Christiane, Campana, Mattia, Davidovic, Laetitia, Glaichenhaus, Nicolas, Falkai, Peter, Görlitz, Thomas, Hansbauer, Maximilian, Heilig, Daniel, Khalfallah, Olfa, Leboyer, Marion, Martinuzzi, Emanuela, Mayer, Susanne, Moussiopoulou, Joanna, Papazova, Irina, Perić, Natasa, Wagner, Elias, Schneider-Axmann, Thomas, Simon, Judit, and Hasan, Alkomiet
Published: 2023
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19. Neural response during prefrontal theta burst stimulation: Interleaved TMS-fMRI of full iTBS protocols

Author: Chang, Kai-Yen, Tik, Martin, Mizutani-Tiebel, Yuki, Schuler, Anna-Lisa, Taylor, Paul, Campana, Mattia, Vogelmann, Ulrike, Huber, Barbara, Dechantsreiter, Esther, Thielscher, Axel, Bulubas, Lucia, Padberg, Frank, and Keeser, Daniel
Published: 2024
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20. Inflammatory cerebrospinal fluid markers in schizophrenia spectrum disorders: A systematic review and meta-analysis of 69 studies with 5710 participants

Author: Warren, Nicola, O'Gorman, Cullen, Horgan, Isabelle, Weeratunga, Milleni, Halstead, Sean, Moussiopoulou, Joanna, Campana, Mattia, Yakimov, Vladislav, Wagner, Elias, and Siskind, Dan
Published: 2024
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21. A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images

Author: Campana, Mattia Giovanni, Colussi, Marco, Delmastro, Franca, Mascetti, Sergio, and Pagani, Elena
Published: 2024
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22. Optical coherence tomography reveals retinal thinning in schizophrenia spectrum disorders

Author: Boudriot, Emanuel, Schworm, Benedikt, Slapakova, Lenka, Hanken, Katharina, Jäger, Iris, Stephan, Marius, Gabriel, Vanessa, Ioannou, Georgios, Melcher, Julian, Hasanaj, Genc, Campana, Mattia, Moussiopoulou, Joanna, Löhrs, Lisa, Hasan, Alkomiet, Falkai, Peter, Pogarell, Oliver, Priglinger, Siegfried, Keeser, Daniel, Kern, Christoph, Wagner, Elias, and Raabe, Florian J.
Published: 2023
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23. Transcranial magnetic stimulation as a feasible, non-invasive, neuromodulatory intervention in fetal alcohol spectrum disorders. A very first proof of concept

Author: Melder, Anja, Wittmann, Esther, Bulubas, Lucia, Dornheim, Beate, Kerber, Katharina, Vogelmann, Ulrike, Campana, Mattia, Hubert, Jasmin, Schmidt, Vivien, Heinen, Florian, Padberg, Frank, and Landgraf, Mirjam N.
Published: 2023
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24. Exercise as an add-on treatment in individuals with schizophrenia: Results from a large multicenter randomized controlled trial

Author: Maurus, Isabel, Roell, Lukas, Lembeck, Moritz, Papazova, Irina, Greska, David, Muenz, Susanne, Wagner, Elias, Campana, Mattia, Schwaiger, Rebecca, Schneider-Axmann, Thomas, Rosenberger, Kerstin, Hellmich, Martin, Sykorova, Eliska, Thieme, Cristina E., Vogel, Bob O., Harder, Carolin, Mohnke, Sebastian, Huppertz, Charlotte, Roeh, Astrid, Keller-Varady, Katriona, Malchow, Berend, Walter, Henrik, Wolfarth, Bernd, Wölwer, Wolfgang, Henkel, Karsten, Hirjak, Dusan, Schmitt, Andrea, Hasan, Alkomiet, Meyer-Lindenberg, Andreas, and Falkai, Peter
Published: 2023
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25. Association between aerobic fitness and the functional connectome in patients with schizophrenia

Author: Roell, Lukas, Maurus, Isabel, Keeser, Daniel, Karali, Temmuz, Papazov, Boris, Hasan, Alkomiet, Schmitt, Andrea, Papazova, Irina, Lembeck, Moritz, Hirjak, Dusan, Sykorova, Eliska, Thieme, Cristina E., Muenz, Susanne, Seitz, Valentina, Greska, David, Campana, Mattia, Wagner, Elias, Loehrs, Lisa, Stoecklein, Sophia, Ertl-Wagner, Birgit, Poemsl, Johannes, Roeh, Astrid, Malchow, Berend, Keller-Varady, Katriona, Meyer-Lindenberg, Andreas, and Falkai, Peter
Published: 2022
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26. Associations between aerobic fitness, negative symptoms, cognitive deficits and brain structure in schizophrenia—a cross-sectional study

Author: Maurus, Isabel, Röll, Lukas, Keeser, Daniel, Karali, Temmuz, Papazov, Boris, Hasan, Alkomiet, Schmitt, Andrea, Papazova, Irina, Lembeck, Moritz, Hirjak, Dusan, Thieme, Cristina E., Sykorova, Eliska, Münz, Susanne, Seitz, Valentina, Greska, David, Campana, Mattia, Wagner, Elias, Löhrs, Lisa, Pömsl, Johannes, Roeh, Astrid, Malchow, Berend, Keller-Varady, Katriona, Ertl-Wagner, Birgit, Stöcklein, Sophia, Meyer-Lindenberg, Andreas, and Falkai, Peter
Published: 2022
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27. Assessing the impact of sex on high-frequency repetitive transcranial magnetic stimulation´s clinical response in schizophrenia – results from a secondary analysis

Author: Campana, Mattia, primary, Schneider-Axmann, Thomas, additional, Wobrock, Thomas, additional, Malchow, Berend, additional, Langguth, Berthold, additional, Landgrebe, Michael, additional, Eichhammer, Peter, additional, Frank, Elmar, additional, Cordes, Joachim, additional, Wölwer, Wolfgang, additional, Gaebel, Wolfgang, additional, Winterer, Georg, additional, Hajak, Göran, additional, Ohmann, Christian, additional, Verde, Pablo E., additional, Rietschel, Marcella, additional, Ahmed, Raees, additional, Mortazavi, Matin, additional, Strube, Wolfgang, additional, Falkai, Peter, additional, Hasan, Alkomiet, additional, and Wagner, Elias, additional
Published: 2024
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28. COMPASS: Unsupervised and online clustering of complex human activities from smartphone sensors

Author: Campana, Mattia Giovanni and Delmastro, Franca
Published: 2021
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29. Effects of high-frequency prefrontal rTMS on heart frequency rates and blood pressure in schizophrenia

Author: Campana, Mattia, Wagner, Elias, Wobrock, Thomas, Langguth, Berthold, Landgrebe, Michael, Eichhammer, Peter, Frank, Elmar, Cordes, Joachim, Wölwer, Wolfgang, Winterer, Georg, Gaebel, Wolfgang, Hajak, Göran, Ohmann, Christian, Verde, Pablo E., Rietschel, Marcella, Malchow, Berend, Ahmed, Raees, Strube, Wolfgang, Häckert, Jan, Schneider-Axmann, Thomas, Falkai, Peter, and Hasan, Alkomiet
Published: 2021
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30. Characteristics and definitions of ultra-treatment-resistant schizophrenia – A systematic review and meta-analysis

Author: Campana, Mattia, Falkai, Peter, Siskind, Dan, Hasan, Alkomiet, and Wagner, Elias
Published: 2021
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31. MyDigitalFootprint: An extensive context dataset for pervasive computing applications at the edge

Author: Campana, Mattia G. and Delmastro, Franca
Published: 2021
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32. Neural response during prefrontal theta burst stimulation:Interleaved TMS-fMRI of full iTBS protocols

Author: Chang, Kai Yen, Tik, Martin, Mizutani-Tiebel, Yuki, Schuler, Anna Lisa, Taylor, Paul, Campana, Mattia, Vogelmann, Ulrike, Huber, Barbara, Dechantsreiter, Esther, Thielscher, Axel, Bulubas, Lucia, Padberg, Frank, Keeser, Daniel, Chang, Kai Yen, Tik, Martin, Mizutani-Tiebel, Yuki, Schuler, Anna Lisa, Taylor, Paul, Campana, Mattia, Vogelmann, Ulrike, Huber, Barbara, Dechantsreiter, Esther, Thielscher, Axel, Bulubas, Lucia, Padberg, Frank, and Keeser, Daniel
Abstract: Background: Left prefrontal intermittent theta-burst stimulation (iTBS) has emerged as a safe and effective transcranial magnetic stimulation (TMS) treatment protocol in depression. Though network effects after iTBS have been widely studied, the deeper mechanistic understanding of target engagement is still at its beginning. Here, we investigate the feasibility of a novel integrated TMS-fMRI setup and accelerated echo planar imaging protocol to directly observe the immediate effects of full iTBS treatment sessions. Objective/hypothesis: In our effort to explore interleaved iTBS-fMRI feasibility, we hypothesize that TMS will induce acute BOLD signal changes in both the stimulated area and interconnected neural regions. Methods: Concurrent TMS-fMRI with full sessions of neuronavigated iTBS (i.e. 600 pulses) of the left dorsolateral prefrontal cortex (DLPFC) was investigated in 18 healthy participants. In addition, we conducted four TMS-fMRI sessions in a single patient on long-term maintenance iTBS for bipolar depression to test the transfer to clinical cases. Results: Concurrent TMS-fMRI was feasible for iTBS sequences with 600 pulses. During interleaved iTBS-fMRI, an increase of the BOLD signal was observed in a network including bilateral DLPFC regions. In the clinical case, a reduced BOLD response was found in the left DLPFC and the subgenual anterior cingulate cortex, with high variability across individual sessions. Conclusions: Full iTBS sessions as applied for the treatment of depressive disorders can be established in the interleaved iTBS-fMRI paradigm. In the future, this experimental approach could be valuable in clinical samples, for demonstrating target engagement by iTBS protocols and investigating their mechanisms of therapeutic action.
Published: 2024

33. Investigation of choroid plexus variability in schizophrenia-spectrum disorders - insights from a multimodal study

Author: Yakimov, Vladislav, primary, Moussiopoulou, Joanna, additional, Roell, Lukas, additional, Mortazavi, Martin, additional, Jaeger, Iris, additional, Boudriot, Emanuel, additional, Hasanaj, Genc, additional, Campana, Mattia, additional, Krcmar, Lenka, additional, Kallweit, Marcel S., additional, Halstead, Sean, additional, Warren, Nicola, additional, Siskind, Dan, additional, Papiol, Sergi, additional, Maurus, Isabel, additional, Hasan, Alkomiet, additional, Falkai, Peter, additional, Schmitt, Andrea, additional, Raabe, Florian, additional, Keeser, Daniel, additional, and Wagner, Elias, additional
Published: 2023
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34. Increased blood–brain barrier leakage in schizophrenia spectrum disorders compared to healthy controls in dynamic contrast-enhanced magnetic resonance imaging

Author: Moussiopoulou, Joanna, primary, Yakimov, Vladislav, additional, Rauchmann, Boris-Stephan, additional, Toth, Hannah, additional, Melcher, Julian, additional, Jäger, Iris, additional, Lutz, Isabel, additional, Kallweit, Marcel, additional, Papazov, Boris, additional, Seelos, Klaus, additional, Dehsarvi, Amir, additional, Röll, Lukas, additional, Campana, Mattia, additional, Raabe, Florian, additional, Maurus, Isabel, additional, Falkai, Peter, additional, Hasan, Alkomiet, additional, Franzmeier, Nicolai, additional, Keeser, Daniel, additional, and Wagner, Elias, additional
Published: 2023
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35. Cerebrospinal fluid abnormalities in first- and multi-episode schizophrenia-spectrum disorders: impact of clinical and demographical variables

Author: Oviedo-Salcedo, Tatiana, Wagner, Elias, Campana, Mattia, Gagsteiger, Anna, Strube, Wolfgang, Eichhorn, Peter, Louiset, Marie-Luise, Luykx, Jurjen, de Witte, Lot D., Kahn, René S., Benros, Michael E., Falkai, Peter, and Hasan, Alkomiet
Published: 2021
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36. A unique MRI-pattern in alcohol-associated Wernicke encephalopathy

Author: Eren, Ozan E., Schöberl, Florian, Campana, Mattia, Habs, Maximilian, and Conrad, Julian
Published: 2020
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37. Effects of Early Clozapine Treatment on Remission Rates in Acute Schizophrenia (The EARLY Trial): Protocol of a Randomized-Controlled Multicentric Trial

Author: Wagner, Elias, additional, Strube, Wolfgang, additional, Görlitz, Thomas, additional, Aksar, Aslihan, additional, Bauer, Ingrid, additional, Campana, Mattia, additional, Moussiopoulou, Joanna, additional, Hapfelmeier, Alexander, additional, Wagner, Petra, additional, Egert-Schwender, Silvia, additional, Bittner, Robert, additional, Eckstein, Kathrin, additional, Nenadić, Igor, additional, Kircher, Tilo, additional, Langguth, Berthold, additional, Meisenzahl, Eva, additional, Lambert, Martin, additional, Neff, Sigrid, additional, Malchow, Berend, additional, Falkai, Peter, additional, Hirjak, Dusan, additional, Böttcher, Kent-Tjorben, additional, Meyer-Lindenberg, Andreas, additional, Blankenstein, Christiane, additional, Leucht, Stefan, additional, and Hasan, Alkomiet, additional
Published: 2023
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38. Recommender Systems for Online and Mobile Social Networks: A survey

Author: Campana, Mattia G. and Delmastro, Franca
Published: 2017
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39. A personalized recommender system for pervasive social networks

Author: Arnaboldi, Valerio, Campana, Mattia G., Delmastro, Franca, and Pagani, Elena
Published: 2017
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40. Search for Z' bosons decaying to pairs of heavy Majorana neutrinos in proton-proton collisions at $\sqrt{s}$ = 13 TeV

Author: Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Lechner, Lukas, Liko, Dietrich, Mikulec, Ivan, Paulitsch, Peter, Pitters, Florian Michael, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Kello, Tomas, Rejeb Sfar, Haifa, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Moortgat, Seth, Morton, Alexander, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Van Doninck, Walter, Vannerom, David, Clerbaux, Barbara, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Makarenko, Inna, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Starling, Elizabeth, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, Dobur, Didar, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Niedziela, Marek, Rendón, César, Roskas, Christos, Samalan, Amrutha, Skovpen, Kirill, Tytgat, Michael, Van Den Bossche, Niels, Vermassen, Basile, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Bury, Florian Joel J., Caputo, Claudio, David, Pieter, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Mondal, Kuntal, Prisciandaro, Jessica, Taliercio, Angela, Tran, Tu Thong, Vischia, Pietro, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Moraes, Arthur, Rebello Teles, Patricia, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Dos Santos Sousa, Vitor, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Torres Da Silva De Araujo, Felipe, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Rodozov, Mircho, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Thakur, Shalini, Cheng, Tongguang, Javaid, Tahir, Mittal, Monika, Yuan, Li, Ahmad, Muhammad, Bauer, Gerry, Hu, Zhen, Lezki, Samet, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Liao, Hongbo, Liu, Zhenan, Milosevic, Vukasin, Monti, Fabio, Sharma, Ramkrishna, Tao, Junquan, Thomas-Wilsker, Joshuha, Wang, Jin, Zhang, Huaqiao, Zhao, Jingzhou, Agapitos, Antonis, An, Ying, Ban, Yong, Chen, Cheng, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Xiao, Jie, Yang, Heng, Lu, Meng, You, Zhengyun, Gao, Xuyang, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Puljak, Ivica, Antunovic, Zeljko, Kovac, Marko, Sculac, Toni, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Majumder, Devdatta, Roguljic, Matej, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Kole, Gouranga, Kolosova, Marina, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Finger, Miroslav, Finger, Michael, Jr., Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Elgammal, Sherif, Ellithi Kamel, Ali, Lotfy, Ahmad, Mahmoud, Mohammed, Bhowmik, Sandeep, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, Torben, Nandan, Saswati, Nielsen, Christine, Pata, Joosep, Raidal, Martti, Tani, Laurits, Veelken, Christian, Eerola, Paula, Kirschenmann, Henning, Osterberg, Kenneth, Voutilainen, Mikko, Bharthuar, Shudhashil, Brücken, Erik, Garcia Fuentes, Francisco Ignacio, Havukainen, Joona, Kim, Min Suk, Kinnunen, Ritva, Lampén, Tapio, Lassila-Perini, Kati, Lehti, Sami, Lindén, Tomas, Lotti, Mikko, Martikainen, Laura, Myllymäki, Mikael, Ott, Jennifer, Rantanen, Milla-maarit, Siikonen, Hannu, Tuominen, Eija, Tuominiemi, Jorma, Luukka, Panja-Riina, Petrow, Henri, Tuuva, Tuure, Amendola, Chiara, Besancon, Marc, Couderc, Fabrice, Dejardin, Marc, Denegri, Daniel, Faure, Jean-Louis, Ferri, Federico, Ganjour, Serguei, Gras, Philippe, Hamel de Monchenault, Gautier, Jarry, Patrick, Lohezic, Victor, Malcles, Julie, Rander, John, Rosowsky, André, Sahin, Mehmet Özgür, Savoy-Navarro, Aurore, Simkina, Polina, Titov, Maksym, Baldenegro Barrera, Cristian, Beaudette, Florian, Buchot Perraguin, Axel, Busson, Philippe, Cappati, Alessandra, Charlot, Claude, Damas, Florian, Davignon, Olivier, Diab, Batoul, Falmagne, Guillaume, Fontana Santos Alves, Bruno Afonso, Ghosh, Shamik, Granier de Cassagnac, Raphael, Hakimi, Alexandre, Harikrishnan, Bharadwaj, Liu, Geliang, Motta, Jona, Nguyen, Matthew, Ochando, Christophe, Portales, Louis, Salerno, Roberto, Sarkar, Uttiya, Sauvan, Jean-Baptiste, Sirois, Yves, Tarabini, Alessandro, Vernazza, Elena, Zabi, Alexandre, Zghiche, Amina, Agram, Jean-Laurent, Andrea, Jeremy, Apparu, Dylan, Bloch, Daniel, Bourgatte, Guillaume, Brom, Jean-Marie, Chabert, Eric Christian, Collard, Caroline, Darej, Douja, Goerlach, Ulrich, Grimault, Clément, Le Bihan, Anne-Catherine, Van Hove, Pierre, Beauceron, Stephanie, Bernet, Colin, Blancon, Benjamin, Boudoul, Gaelle, Carle, Aurélien, Chanon, Nicolas, Choi, Jieun, Contardo, Didier, Depasse, Pierre, Dozen, Candan, El Mamouni, Houmani, Fay, Jean, Gascon, Susan, Gouzevitch, Maxime, Grenier, Gérald, Ille, Bernard, Laktineh, Imad Baptiste, Lethuillier, Morgan, Mirabito, Laurent, Perries, Stephane, Torterotot, Lucas, Vander Donckt, Muriel, Verdier, Patrice, Viret, Sébastien, Chokheli, Davit, Lomidze, Irakli, Tsamalaidze, Zviad, Botta, Valeria, Feld, Lutz, Klein, Katja, Lipinski, Martin, Meuser, Danilo, Pauls, Alexander, Röwert, Nicolas, Teroerde, Marius, Diekmann, Svenja, Dodonova, Alena, Eich, Niclas, Eliseev, Dmitry, Erdmann, Martin, Fackeldey, Peter, Fasanella, Daniele, Fischer, Benjamin, Hebbeker, Thomas, Hoepfner, Kerstin, Ivone, Francesco, Lee, Ming-yan, Mastrolorenzo, Luca, Merschmeyer, Markus, Meyer, Arnd, Mondal, Spandan, Mukherjee, Swagata, Noll, Dennis, Novak, Andrzej, Nowotny, Fabian, Pozdnyakov, Andrey, Rath, Yannik, Redjeb, Wahid, Reithler, Hans, Schmidt, Alexander, Schuler, Simon Christoph, Sharma, Archana, Vigilante, Lorenzo, Wiedenbeck, Sebastian, Zaleski, Shawn, Dziwok, Christian, Flügge, Günter, Haj Ahmad, Wael, Hlushchenko, Olena, Kress, Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Asmuss, Paul, Baxter, Samuel, Bayatmakou, Maryam, Behnke, Olaf, Bermúdez Martínez, Armando, Bhattacharya, Soham, Bin Anuar, Afiq Aizuddin, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Didukh, Leonid, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Grohsjean, Alexander, Guglielmi, Valentina, Guthoff, Moritz, Jafari, Abideh, Jomhari, Nur Zulaiha, Kaech, Benno, Mohamed, Ashraf, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, Mankel, Rainer, Melzer-Pellmann, Isabell-Alissandra, Mendizabal Morentin, Mikel, Metwally, Josry, Meyer, Andreas Bernhard, Milella, Gabriele, Mormile, Michele, Mussgiller, Andreas, Nürnberg, Andreas, Otarid, Younes, Pérez Adán, Danyer, Raspereza, Alexei, Ribeiro Lopes, Beatriz, Rübenach, Jonas, Saggio, Alessia, Saibel, Andrej, Savitskyi, Mykola, Scham, Moritz, Scheurer, Valerie, Schnake, Simon, Schütze, Paul, Schwanenberger, Christian, Shchedrolosiev, Mykyta, Sosa Ricardo, Rafael Eduardo, Stafford, Dominic, Tonon, Nicolas, Van De Klundert, Merijn, Vazzoler, Federico, Ventura Barroso, Ana, Walsh, Roberval, Walter, David, Wang, Qun, Wen, Yiwen, Wichmann, Katarzyna, Wiens, Lucas, Wissing, Christoph, Wuchterl, Sebastian, Yang, Yewon, Zimermmane Castro Santos, André, Albrecht, Anna, Albrecht, Steffen, Antonello, Massimiliano, Bein, Samuel, Benato, Lisa, Bonanomi, Matteo, Connor, Patrick, De Leo, Ksenia, Eich, Melanie, El Morabit, Karim, Feindt, Finn, Fröhlich, Alexander, Garbers, Christoph, Garutti, Erika, Hajheidari, Mohammadtaghi, Haller, Johannes, Hinzmann, Andreas, Jabusch, Henrik Ronald, Kasieczka, Gregor, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Rieger, Marcel, Rieger, Oliver, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Bechtel, Janek, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Caspart, René, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gosewisch, Jan-Ole, Gottmann, Artur, Hartmann, Frank, Horzela, Maximilian, Husemann, Ulrich, Keicher, Philip, Klute, Markus, Koppenhöfer, Roland, Maier, Stefan, Mitra, Soureek, Müller, Thomas, Neukum, Max, Quast, Gunter, Rabbertz, Klaus, Rauser, Johann, Savoiu, Daniel, Schnepf, Matthias, Seith, David, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wolf, Roger, Wozniewski, Sebastian, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Stakia, Anna, Diamantopoulou, Magda, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Manousakis-Katsikakis, Arkadios, Panagiotou, Apostolos, Papavergou, Ioanna, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Vourliotis, Emmanouil, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Gianneios, Paraskevas, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, Mahmod Moussa Abdelkhalek, Lökös, Sándor, Major, Péter, Mandal, Koushik, Pasztor, Gabriella, Rádl, Attila József, Surányi, Olivér, Veres, Gabor Istvan, Bartók, Márton, Bencze, Gyorgy, Hajdu, Csaba, Horvath, Dezso, Sikler, Ferenc, Veszpremi, Viktor, Beni, Noemi, Czellar, Sandor, Karancsi, János, Molnar, Jozsef, Szillasi, Zoltan, Teyssier, Daniel, Raics, Peter, Ujvari, Balazs, Csorgo, Tamas Ferenc, Nemes, Frigyes, Novak, Tamas, Babbar, Jyoti, Bansal, Sunil, Beri, Suman Bala, Bhatnagar, Vipin, Chaudhary, Geetanjali, Chauhan, Sushil, Dhingra, Nitish, Gupta, Rajat, Kaur, Amandeep, Kaur, Anureet, Kaur, Harjot, Kaur, Manjit, Kumar, Sunil, Kumari, Priyanka, Meena, Meena, Sandeep, Kaur, Sheokand, Tanvi, Singh, Jasbir, Singla, Aayushi, Ahmed, Asar, Bhardwaj, Ashutosh, Choudhary, Brajesh C., Gola, Mohit, Kumar, Ashok, Naimuddin, Mohammad, Priyanka, Priyanka, Ranjan, Kirti, Saumya, Saumya, Shah, Aashaq, Baradia, Sweta, Barman, Soumyadip, Bhattacharya, Satyaki, Bhowmik, Debabrata, Dutta, Shubham, Dutta, Suchandra, Gomber, Bhawna, Maity, Manas, Palit, Pritam, Rout, Prasant Kumar, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Behera, Prafulla Kumar, Behera, Subash Chandra, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Muhammad, Alibordi, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Tiwari, Praveen Chandra, Verma, Sadhana, Naskar, Kousik, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Banerjee, Sudeshna, Chudasama, Ruchi, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Kar, Chandiprasad, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Nayak, Aruna, Saha, Prafulla, Swain, Sanjay Kumar, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Ince, Merve, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Seidita, Roberto, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Mulargia, Roberto, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Buontempo, Salvatore, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Azzi, Patrizia, Bacchetta, Nicola, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Checchia, Paolo, Dorigo, Tommaso, Fantinel, Sergio, Fanzago, Federica, Gasparini, Fabrizio, Gasparini, Ugo, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Meneguzzo, Anna Teresa, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Simonetto, Franco, Strong, Giles, Tosi, Mia, Yarar, Hevjin, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Di Domenico, Maria Rosaria, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Mandorli, Giulio, Matos Figueiredo, Diego, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Shafiei, Negin, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Grippo, Michael, Kiani, Bilal, Legger, Federica, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteil, Ennio, Monteno, Marco, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, Vagnerini, Antonio, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Da Rold, Alessandro, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Sekmen, Sezen, Yang, Yu Chul, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Minseok, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Yonghoon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Seidel, Markus, Torims, Toms, Veckalns, Viesturs, Ambrozas, Marijus, Carvalho Antunes De Oliveira, Alexandra, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Shoaib, Muhammad, Waqas, Muhammad, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Araujo, Mariana, Bargassa, Pedrame, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Dordevic, Milos, Milenovic, Predrag, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Álvarez Fernández, Adrian, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Carrillo Montoya, Camilo Andres, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, García Alonso, Andrea, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Ruiz-Jimeno, Alberto, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G.D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Alimena, Juliette, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Baillon, Paul, Barney, David, Bendavid, Joshua, Bianco, Michele, Bilin, Bugra, Bocci, Andrea, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, Chhibra, Simranjit Singh, Choudhury, Somnath, Cipriani, Marco, Cristella, Leonardo, D'Enterria, David, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Dünser, Marc, Dupont, Niels, Elliott-Peisert, Anna, Fallavollita, Francesco, Florent, Alice, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Ghosh, Saranya, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Govorkova, Ekaterina, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kaspar, Jan, Kieseler, Jan, Kratochwil, Nicolaus, Laurila, Santeri, Lecoq, Paul, Leutgeb, Elias, Lintuluoto, Adelina, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Moortgat, Filip, Mulders, Martijn, Orfanelli, Styliani, Orsini, Luciano, Pantaleo, Felice, Perez, Emmanuel, Peruzzi, Marco, Petrilli, Achille, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Piparo, Danilo, Pitt, Michael, Qu, Huilin, Quast, Thorben, Rabady, Dinyar, Racz, Attila, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Salfeld-Nebgen, Jakob, Scarfi, Simone, Selvaggi, Michele, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Summers, Sioni, Tatar, Kaya, Tavolaro, Vittorio Raoul, Treille, Daniel, Tropea, Paola, Tsirou, Andromachi, Wanczyk, Joanna, Wozniak, Kinga Anna, Zeuner, Wolfram Dietrich, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Berger, Pirmin, Calandri, Alessandro, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Gómez Espinosa, Tirso Alejandro, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Meinhard, Maren Tabea, Nessi-Tedaldi, Francesca, Niedziela, Jeremi, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Cormier, Kyle, De Wit, Adinda, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Cheng, Huajie, Hou, George Wei-Shu, Khurana, Raman, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Steen, Arnaud, Wu, Hsin-yeh, Yazgan, Efe, Yu, Pei-rong, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Simsek, Ali Eren, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Karapinar, Guler, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Özçelik, Özlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Simsek, Cagdas, Sunar Cerci, Deniz, Grynyov, Boris, Levchuk, Leonid, Anthony, David, Bhal, Eshwen, Brooke, James John, Bundock, Aaron, Clement, Emyr, Cussans, David, Flacher, Henning, Glowacki, Maciej, Goldstein, Joel, Heath, Greg P., Heath, Helen F., Kreczko, Lukasz, Krikler, Benjamin, Paramesvaran, Sudarshan, Seif El Nasr-Storey, Sarah, Smith, Vincent J., Stylianou, Nicolas, Walkingshaw Pass, Katie, White, Robert, Ball, Austin, Bell, Ken W., Belyaev, Alexander, Brew, Christopher, Brown, Robert M., Cockerill, David J.A., Cooke, Charlotte, Ellis, Katherine Victoria, Harder, Kristian, Harper, Sam, Holmberg, Mei-li, Linacre, Jacob, Manolopoulos, Konstantinos, Newbold, Dave M., Olaiya, Emmanuel, Petyt, David, Reis, Thomas, Salvi, Giovanna, Schuh, Thomas, Shepherd-Themistocleous, Claire, Tomalin, Ian R., Williams, Thomas, Bainbridge, Robert, Bloch, Philippe, Bonomally, Shameena, Borg, Johan, Breeze, Shane, Brown, Christopher Edward, Buchmuller, Oliver, Cacchio, Vincenzo, Cepaitis, Vilius, Chahal, Gurpreet Singh, Colling, David, Dancu, Julia Suzana, Dauncey, Paul, Davies, Gavin, Davies, Joe, Della Negra, Michel, Fayer, Simon, Fedi, Giacomo, Hall, Geoffrey, Hassanshahi, Mohammad Hassan, Howard, Alexander, Iles, Gregory, Langford, Jonathon, Lyons, Louis, Magnan, Anne-Marie, Malik, Sarah, Martelli, Arabella, Mieskolainen, Mikael, Monk, David Gabriel, Nash, Jordan, Pesaresi, Mark, Radburn-Smith, Benjamin Charles, Raymond, David Mark, Richards, Alexander, Rose, Andrew, Scott, Edward, Seez, Christopher, Shtipliyski, Antoni, Shukla, Raghunandan, Tapper, Alexander, Uchida, Kirika, Uttley, George Peter, Vage, Liv Helen, Virdee, Tejinder, Vojinovic, Milos, Wardle, Nicholas, Webb, Samuel Nathan, Winterbottom, Daniel, Coldham, Kathryn, Cole, Joanne, Khan, Akram, Kyberd, Paul, Reid, Ivan, Abdullin, Salavat, Brinkerhoff, Andrew, Caraway, Bryan, Dittmann, Jay, Hatakeyama, Kenichi, Kanuganti, Ankush Reddy, McMaster, Brooks, Saunders, Mark, Sawant, Siddhesh, Sutantawibul, Chosila, Wilson, Jonathan, Bartek, Rachel, Dominguez, Aaron, Uniyal, Rishabh, Vargas Hernandez, Andres Mateus, Buccilli, Andrew, Cooper, Seth, Di Croce, Davide, Gleyzer, Sergei V., Henderson, Conor, Perez, Cilicia Uzziel, Rumerio, Paolo, West, Christopher, Akpinar, Alp, Albert, Andreas, Arcaro, Daniel, Cosby, Christopher, Demiragli, Zeynep, Erice, Carlos, Fontanesi, Elisa, Gastler, Daniel, May, Samuel, Rohlf, James, Salyer, Kaitlin, Sperka, David, Spitzbart, Daniel, Suarez, Indara, Tsatsos, Anna, Yuan, Siqi, Benelli, Gabriele, Burkle, Bjorn, Coubez, Xavier, Cutts, David, Hadley, Mary, Heintz, Ulrich, Hogan, Julie Managan, Kwon, Taeun, Landsberg, Greg, Lau, Ka Tung, Li, Daniel, Luo, Jingyu, Narain, Meenakshi, Pervan, Nikolas, Sagir, Sinan, Simpson, Farrah, Usai, Emanuele, Wong, Wing Yan, Yan, Xuli, Yu, David, Zhang, Wenyu, Bonilla, Johan, Brainerd, Christopher, Breedon, Richard, Calderon De La Barca Sanchez, Manuel, Chertok, Maxwell, Conway, John, Cox, Peter Timothy, Erbacher, Robin, Haza, Grace, Jensen, Frank, Kukral, Ota, Mocellin, Giovanni, Mulhearn, Michael, Pellett, Dave, Regnery, Brendan, Taylor, Devin, Yao, Yao, Zhang, Fengwangdong, Bachtis, Michail, Cousins, Robert, Datta, Abhisek, Hamilton, David, Hauser, Jay, Ignatenko, Mikhail, Iqbal, Muhammad Ansar, Lam, Tyler, Manca, Elisabetta, Nash, William Arthur, Regnard, Simon, Saltzberg, David, Stone, Brent, Valuev, Vyacheslav, Chen, Yuan, Clare, Robert, Gary, J. William, Gordon, Michael, Hanson, Gail, Karapostoli, Georgia, Long, Owen Rosser, Manganelli, Nicholas, Si, Weinan, Wimpenny, Stephen, Branson, James G., Chang, Philip, Cittolin, Sergio, Cooperstein, Stephane, Diaz, Daniel, Duarte, Javier, Gerosa, Raffaele, Giannini, Leonardo, Guiang, Jonathan, Kansal, Raghav, Krutelyov, Vyacheslav, Lee, Robert, Letts, James, Masciovecchio, Mario, Mokhtar, Farouk, Pieri, Marco, Sathia Narayanan, Balaji Venkat, Sharma, Vivek, Tadel, Matevz, Würthwein, Frank, Xiang, Yifan, Yagil, Avraham, Amin, Nick, Campagnari, Claudio, Citron, Matthew, Collura, Giulia, Dorsett, Alex, Dutta, Valentina, Incandela, Joe, Kilpatrick, Matthew, Kim, Jaebak, Li, Amina Jinzi, Masterson, Phillip, Mei, Hualin, Oshiro, Michael, Quinnan, Melissa, Richman, Jeffrey, Sarica, Ulascan, Schmitz, Ryan, Setti, Francesco, Sheplock, James, Siddireddy, Prasanna, Stuart, David, Wang, Sicheng, Bornheim, Adolf, Cerri, Olmo, Dutta, Irene, Lawhorn, Jay Mathew, Lu, Nan, Mao, Jiajing, Newman, Harvey B., Nguyen, Thong, Spiropulu, Maria, Vlimant, Jean-Roch, Wang, Christina, Xie, Si, Zhu, Ren-Yuan, Alison, John, An, Sitong, Andrews, Michael Benjamin, Bryant, Patrick, Ferguson, Thomas, Harilal, Abhirami, Liu, Chuyuan, Mudholkar, Tanmay, Murthy, Sindhu, Paulini, Manfred, Roberts, Andrew, Sanchez, Alejandro, Terrill, Wesley, Cumalat, John Perry, Ford, William T., Hassani, Abbas, Karathanasis, George, MacDonald, Emily, Marini, Filippo, Patel, Rishi, Perloff, Alexx, Savard, Claire, Schonbeck, Nicolas, Stenson, Kevin, Ulmer, Keith, Wagner, Stephen Robert, Zipper, Noah, Alexander, James, Bright-Thonney, Samuel, Chen, Xuan, Cranshaw, Derek James, Fan, Jason, Fan, Xingchen, Gadkari, Divya, Hogan, Shaun, Monroy, Jose, Patterson, Juliet Ritchie, Quach, Dan, Reichert, Joseph, Reid, Michael, Ryd, Anders, Thom, Julia, Wittich, Peter, Zou, Rui, Albrow, Michael, Alyari, Maral, Apollinari, Giorgio, Apresyan, Artur, Bauerdick, Lothar A.T., Berry, Douglas, Berryhill, Jeffrey, Bhat, Pushpalatha C., Burkett, Kevin, Butler, Joel Nathan, Canepa, Anadi, Cerati, Giuseppe Benedetto, Cheung, Harry, Chlebana, Frank, Di Petrillo, Karri Folan, Dickinson, Jennet, Elvira, Victor Daniel, Feng, Yongbin, Freeman, Jim, Gandrakota, Abhijith, Gecse, Zoltan, Gray, Lindsey, Green, Dan, Grünendahl, Stefan, Gutsche, Oliver, Harris, Robert M., Heller, Ryan, Herwig, Theodor Christian, Hirschauer, James, Horyn, Lesya, Jayatilaka, Bodhitha, Jindariani, Sergo, Johnson, Marvin, Joshi, Umesh, Klijnsma, Thomas, Klima, Boaz, Kwok, Ka Hei Martin, Lammel, Stephan, Lincoln, Don, Lipton, Ron, Liu, Tiehui, Madrid, Christopher, Maeshima, Kaori, Mantilla, Cristina, Mason, David, McBride, Patricia, Merkel, Petra, Mrenna, Stephen, Nahn, Steve, Ngadiuba, Jennifer, Noonan, Daniel, Papadimitriou, Vaia, Pastika, Nathaniel, Pedro, Kevin, Pena, Cristian, Ravera, Fabio, Reinsvold Hall, Allison, Ristori, Luciano, Sexton-Kennedy, Elizabeth, Smith, Nicholas, Soha, Aron, Spiegel, Leonard, Strait, James, Taylor, Lucas, Tkaczyk, Slawek, Tran, Nhan Viet, Uplegger, Lorenzo, Vaandering, Eric Wayne, Weber, Hannsjoerg Artur, Zoi, Irene, Avery, Paul, Bourilkov, Dimitri, Cadamuro, Luca, Cherepanov, Vladimir, Field, Richard D., Guerrero, Daniel, Kim, Mugeon, Koenig, Evan, Konigsberg, Jacobo, Korytov, Andrey, Lo, Kin Ho, Matchev, Konstantin, Menendez, Nicholas, Mitselmakher, Guenakh, Muthirakalayil Madhu, Arun, Rawal, Neha, Rosenzweig, Daniel, Rosenzweig, Suzanne, Shi, Kun, Wang, Jian, Wu, Zhenbin, Adams, Todd, Askew, Andrew, Habibullah, Redwan, Hagopian, Vasken, Kolberg, Ted, Martinez, German, Prosper, Harrison, Schiber, Catherine, Viazlo, Oleksandr, Yohay, Rachel, Zhang, Jingyu, Baarmand, Marc M., Butalla, Stephen, Elkafrawy, Tamer, Hohlmann, Marcus, Kumar Verma, Ravindra, Rahmani, Mehdi, Yumiceva, Francisco, Adams, Mark Raymond, Becerril Gonzalez, Hugo, Cavanaugh, Richard, Dittmer, Susan, Evdokimov, Olga, Gerber, Cecilia Elena, Hofman, David Jonathan, De Souza Lemos, Dener, Merritt, Anna Henckel, Mills, Corrinne, Oh, Geonhee, Roy, Titas, Rudrabhatla, Sahithi, Tonjes, Marguerite, Varelas, Nikos, Wang, Xiao, Ye, Zhenyu, Yoo, Jieun, Alhusseini, Mohammad, Dilsiz, Kamuran, Emediato, Luiz, Gandrajula, Reddy Pratap, Karaman, Gurkan, Köseyan, Ohannes Kamer, Merlo, Jean-Pierre, Mestvirishvili, Alexi, Nachtman, Jane, Neogi, Orgho, Ogul, Hasan, Onel, Yasar, Penzo, Aldo, Snyder, Christina, Tiras, Emrah, Amram, Oz, Blumenfeld, Barry, Corcodilos, Lucas, Davis, Jeffrey, Gritsan, Andrei, Kyriacou, Savvas, Maksimovic, Petar, Roskes, Jeffrey, Sekhar, Sanjana, Swartz, Morris, Vámi, Tamás Álmos, Abreu, Andrés, Alcerro Alcerro, Luis Fernando, Anguiano, Justin, Baringer, Philip, Bean, Alice, Flowers, Zachary, Isidori, Tommaso, Khalil, Sadia, King, Jack, Krintiras, Georgios, Lazarovits, Margaret, Le Mahieu, Cole, Lindsey, Cole, Marquez, Juan, Minafra, Nicola, Murray, Michael, Nickel, Matthew, Rogan, Christopher, Royon, Christophe, Salvatico, Riccardo, Sanders, Stephen, Smith, Caleb, Wang, Quan, Williams, Justin, Wilson, Graham, Allmond, Braden, Duric, Senka, Ivanov, Andrew, Kaadze, Ketino, Kim, Doyeong, Maravin, Yurii, Mitchell, Tyler, Modak, Atanu, Nam, Kyungwook, Roy, Dennis, Rebassoo, Finn, Wright, Douglas, Adams, Eric, Baden, Drew, Baron, Owen, Belloni, Alberto, Bethani, Agni, Eno, Sarah Catherine, Hadley, Nicholas John, Jabeen, Shabnam, Kellogg, Richard G., Koeth, Timothy, Lai, Yihui, Lascio, Samuel, Mignerey, Alice, Nabili, Sara, Palmer, Christopher, Papageorgakis, Christos, Wang, Long, Wong, Kak, Abercrombie, Daniel, Busza, Wit, Cali, Ivan Amos, Chen, Yi, D'Alfonso, Mariarosaria, Eysermans, Jan, Freer, Chad, Gomez Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip, Hu, Miao, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Yen-Jie, Long, Kenneth, Mironov, Camelia, Paus, Christoph, Rankin, Dylan, Roland, Christof, Roland, Gunther, Shi, Zhaozhong, Stephans, George, Wang, Jing, Wang, Zhangqier, Wyslouch, Bolek, Chatterjee, Rajdeep Mohan, Evans, Andrew, Hiltbrand, Joshua, Jain, Shilpi, Joshi, Bhargav Madhusudan, Kapsiak, Charles, Krohn, Michael, Kubota, Yuichi, Mans, Jeremy, Revering, Michael, Rusack, Roger, Saradhy, Rohith, Schroeder, Neil, Strobbe, Nadja, Wadud, Mohammad Abrar, Cremaldi, Lucien Marcus, Bloom, Kenneth, Bryson, Miranda, Claes, Daniel R., Fangmeier, Caleb, Finco, Linda, Golf, Frank, Joo, Changwoo, Kamalieddin, Rami, Kravchenko, Ilya, Reed, Ian, Siado, Joaquin Emilo, Snow, Gregory R., Tabb, William, Wightman, Andrew, Yan, Furong, Zecchinelli, Angelo Giacomo, Agarwal, Garvita, Bandyopadhyay, Hirak, Hay, Lauren, Iashvili, Ia, Kharchilava, Avto, McLean, Christine, Morris, Margaret, Nguyen, Duong, Pekkanen, Juska, Rappoccio, Salvatore, Williams, Ac, Alverson, George, Barberis, Emanuela, Haddad, Yacine, Han, Yixiao, Krishna, Amrutha, Li, Jingyan, Lidrych, Jindrich, Madigan, Gabriel, Marzocchi, Badder, Morse, David Michael, Nguyen, Vivan, Orimoto, Toyoko, Parker, Ashley, Skinnari, Louise, Tishelman-Charny, Abraham, Wamorkar, Tanvi, Wang, Bingran, Wisecarver, Andrew, Wood, Darien, Bhattacharya, Saptaparna, Bueghly, James, Chen, Ziheng, Gilbert, Andrew, Hahn, Kristan Allan, Liu, Yihan, Odell, Nathaniel, Schmitt, Michael Henry, Velasco, Mayda, Band, Reyer, Bucci, Rachael, Cremonesi, Matteo, Das, Abhishek, Goldouzian, Reza, Hildreth, Michael, Hurtado Anampa, Kenyi, Jessop, Colin, Lannon, Kevin, Lawrence, John, Loukas, Nikitas, Lutton, Dylan, Mariano, Joseph, Marinelli, Nancy, Mcalister, Ian, McCauley, Thomas, Mcgrady, Christopher, Mohrman, Kelci, Moore, Connor, Musienko, Yuri, Ruchti, Randy, Townsend, Austin, Wayne, Mitchell, Yockey, Henry, Zarucki, Mateusz, Zygala, Lara, Bylsma, Ben, Carrigan, Michael, Durkin, Lloyd Stanley, Francis, Brian, Hill, Christopher, Lesauvage, Antoine, Nunez Ornelas, Martha, Wei, Kai, Winer, Brian L., Yates, Brent, Addesa, Francesca Maria, Das, Pallabi, Dezoort, Gage, Elmer, Peter, Frankenthal, Andre, Greenberg, Bennett, Haubrich, Nicholas, Higginbotham, Samuel, Kalogeropoulos, Alexis, Kopp, Gillian, Kwan, Stephanie, Lange, David, Marlow, Daniel, Mei, Kelvin, Ojalvo, Isabel, Olsen, James, Stickland, David, Tully, Christopher, Malik, Sudhir, Norberg, Scarlet, Bakshi, Amandeep Singh, Barnes, Virgil E., Chawla, Ridhi, Das, Souvik, Gutay, Laszlo, Jones, Matthew, Jung, Andreas Werner, Kondratyev, Dmitry, Koshy, Abraham Mathew, Liu, Miaoyuan, Negro, Giulia, Neumeister, Norbert, Paspalaki, Garyfallia, Piperov, Stefan, Purohit, Arnab, Schulte, Jan-Frederik, Stojanovic, Milan, Thieman, Jason, Wang, Fuqiang, Xiao, Rui, Xie, Wei, Dolen, James, Parashar, Neeti, Acosta, Darin, Baty, Austin, Carnahan, Taylor, Decaro, Matthew, Dildick, Sven, Ecklund, Karl Matthew, Fernández Manteca, Pedro José, Freed, Sarah, Gardner, Parker, Geurts, Frank J.M., Kumar, Arun, Li, Wei, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Shi, Wei, Yang, Shuai, Yigitbasi, Efe, Zhang, Liuyao, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Ferbel, Thomas, Galanti, Mario, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Ranken, Evan, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Osherson, Marc, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Wang, Hui, Acharya, Himal, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Nibigira, Emery, Spanier, Stefan, Bouhali, Othmane, Dalchenko, Mykhailo, Delgado, Andrea, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Lamichhane, Kamal, Lee, Sung Won, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Wang, Zhixing, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Cummings, Grace, Hakala, John, Hirosky, Robert, Joyce, Matthew, Ledovskoy, Alexander, Li, Ang, Neu, Christopher, Perez Lara, Carlos Eugenio, Tannenwald, Benjamin, Karchin, Paul Edmund, Poudyal, Nabin, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loeliger, Andrew, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Bunichev, Viacheslav, Bychkova, Oksana, Chadeeva, Marina, Chekhovsky, Vladimir, Dermenev, Alexander, Dimova, Tatyana, Dremin, Igor, Dubinin, Mikhail, Dudko, Lev, Epshteyn, Vladimir, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Gribushin, Andrey, Ivantchenko, Vladimir, Ivanov, Yury, Kachanov, Vassili, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Klyukhin, Vyacheslav, Kodolova, Olga, Konstantinov, Dmitri, Korenkov, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Kuznetsova, Ekaterina, Lanev, Alexander, Levchenko, Petr, Litomin, Aliaksandr, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Okhotnikov, Vitalii, Ovtin, Ivan, Palichik, Vladimir, Parygin, Pavel, Perelygin, Victor, Perfilov, Maxim, Pivovarov, Grigory, Popov, Vladimir, Popova, Elena, Radchenko, Olesia, Rusinov, Vladimir, Savina, Maria, Savrin, Viktor, Selivanova, Daria, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Sosnov, Dmitry, Stepennov, Anton, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toms, Maria, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Vlasov, Evgueni, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, and Zhokin, Alexander
Subjects: High Energy Physics - Experiment (hep-ex), FOS: Physical sciences, Particle Physics - Experiment, High Energy Physics - Experiment
Abstract: A search for the production of pairs of heavy Majorana neutrinos (N$_\ell$) from the decays of Z' bosons is performed using the CMS detector at the LHC. The data were collected in proton-proton collisions at a center-of-mass energy of $\sqrt{s}$ = 13 TeV, with an integrated luminosity of 138 fb$^{-1}$. The signature for the search is an excess in the invariant mass distribution of the final-state objects, two same-flavor leptons (e or $\mu$) and at least two jets. No significant excess of events beyond the expected background is observed. Upper limits at 95% confidence level are set on the product of the Z' production cross section and its branching fraction to a pair of N$_\ell$, as functions of N$_\ell$ and Z' boson masses ($m_{\mathrm{N}_\ell}$ and $m_\mathrm{Z'}$, respectively) for $m_\mathrm{Z'}$ from 0.4 to 4.6 TeV and $m_{\mathrm{N}_\ell}$ from 0.1 TeV to $m_\mathrm{Z'}$/2. In the theoretical framework of a left-right symmetric model, exclusion bounds in the $m_{\mathrm{N}_\ell}$-$m_\mathrm{Z'}$ plane are presented in both the electron and muon channels. The observed upper limit on $m_\mathrm{Z'}$ reaches up to 4.42 TeV. These are the most restrictive limits to date on the mass of N$_\ell$ as a function of the Z' boson mass., Comment: Submitted to the Journal of High Energy Physics. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/EXO-20-006 (CMS Public Pages)
Published: 2023

41. Two-particle Bose-Einstein correlations and their Levy parameters in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV

Author: Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Lechner, Lukas, Liko, Dietrich, Mikulec, Ivan, Paulitsch, Peter, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Sonawane, Mangesh, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Kello, Tomas, Rejeb Sfar, Haifa, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Morton, Alexander, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Van Doninck, Walter, Van Putte, Senne, Vannerom, David, Clerbaux, Barbara, Dansana, Soumya, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Makarenko, Inna, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, Dobur, Didar, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Rendón, César, Samalan, Amrutha, Skovpen, Kirill, Tytgat, Michael, Van Den Bossche, Niels, Vermassen, Basile, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Bury, Florian Joel J., Caputo, Claudio, David, Pieter, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Mondal, Kuntal, Taliercio, Angela, Tran, Tu Thong, Vischia, Pietro, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Moraes, Arthur, Rebello Teles, Patricia, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Dos Santos Sousa, Vitor, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Rodozov, Mircho, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Thakur, Shalini, Cheng, Tongguang, Javaid, Tahir, Mittal, Monika, Yuan, Li, Ahmad, Muhammad, Bauer, Gerry, Hu, Zhen, Lezki, Samet, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Liao, Hongbo, Liu, Zhenan, Milosevic, Vukasin, Monti, Fabio, Sharma, Ramkrishna, Tao, Junquan, Thomas-Wilsker, Joshuha, Wang, Jin, Zhang, Huaqiao, Zhao, Jingzhou, Agapitos, Antonis, An, Ying, Ban, Yong, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Xiao, Jie, Yang, Heng, Lu, Meng, You, Zhengyun, Lu, Nan, Gao, Xuyang, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Puljak, Ivica, Antunovic, Zeljko, Kovac, Marko, Sculac, Toni, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Mishra, Saswat, Roguljic, Matej, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Stepennov, Anton, Finger, Miroslav, Finger, Michael, Jr., Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Abdalla, Hassan, Assran, Yasser, Muhammad, Muhammad Abdullah Abdulfattah, Mahmoud, Mohammed, Bhowmik, Sandeep, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, Torben, Nandan, Saswati, Nielsen, Christine, Pata, Joosep, Raidal, Martti, Tani, Laurits, Veelken, Christian, Eerola, Paula, Kirschenmann, Henning, Osterberg, Kenneth, Voutilainen, Mikko, Bharthuar, Shudhashil, Brücken, Erik, Garcia Fuentes, Francisco Ignacio, Havukainen, Joona, Kim, Min Suk, Kinnunen, Ritva, Lampén, Tapio, Lassila-Perini, Kati, Lehti, Sami, Lindén, Tomas, Lotti, Mikko, Martikainen, Laura, Myllymäki, Mikael, Rantanen, Milla-maarit, Siikonen, Hannu, Tuominen, Eija, Tuominiemi, Jorma, Luukka, Panja-Riina, Petrow, Henri, Tuuva, Tuure, Amendola, Chiara, Besancon, Marc, Couderc, Fabrice, Dejardin, Marc, Denegri, Daniel, Faure, Jean-Louis, Ferri, Federico, Ganjour, Serguei, Gras, Philippe, Hamel de Monchenault, Gautier, Lohezic, Victor, Malcles, Julie, Rander, John, Rosowsky, André, Sahin, Mehmet Özgür, Savoy-Navarro, Aurore, Simkina, Polina, Titov, Maksym, Baldenegro Barrera, Cristian, Beaudette, Florian, Buchot Perraguin, Axel, Busson, Philippe, Cappati, Alessandra, Charlot, Claude, Damas, Florian, Davignon, Olivier, Diab, Batoul, Falmagne, Guillaume, Fontana Santos Alves, Bruno Afonso, Ghosh, Shamik, Granier de Cassagnac, Raphael, Hakimi, Alexandre, Harikrishnan, Bharadwaj, Liu, Geliang, Motta, Jona, Nguyen, Matthew, Ochando, Christophe, Portales, Louis, Salerno, Roberto, Sarkar, Uttiya, Sauvan, Jean-Baptiste, Sirois, Yves, Tarabini, Alessandro, Vernazza, Elena, Zabi, Alexandre, Zghiche, Amina, Agram, Jean-Laurent, Andrea, Jeremy, Apparu, Dylan, Bloch, Daniel, Bourgatte, Guillaume, Brom, Jean-Marie, Chabert, Eric Christian, Collard, Caroline, Darej, Douja, Goerlach, Ulrich, Grimault, Clément, Le Bihan, Anne-Catherine, Van Hove, Pierre, Beauceron, Stephanie, Blancon, Benjamin, Boudoul, Gaelle, Carle, Aurélien, Chanon, Nicolas, Choi, Jieun, Contardo, Didier, Depasse, Pierre, Dozen, Candan, El Mamouni, Houmani, Fay, Jean, Gascon, Susan, Gouzevitch, Maxime, Grenier, Gérald, Ille, Bernard, Laktineh, Imad Baptiste, Lethuillier, Morgan, Mirabito, Laurent, Perries, Stephane, Torterotot, Lucas, Vander Donckt, Muriel, Verdier, Patrice, Viret, Sébastien, Chokheli, Davit, Lomidze, Irakli, Tsamalaidze, Zviad, Botta, Valeria, Feld, Lutz, Klein, Katja, Lipinski, Martin, Meuser, Danilo, Pauls, Alexander, Röwert, Nicolas, Teroerde, Marius, Diekmann, Svenja, Dodonova, Alena, Eich, Niclas, Eliseev, Dmitry, Erdmann, Martin, Fackeldey, Peter, Fasanella, Daniele, Fischer, Benjamin, Hebbeker, Thomas, Hoepfner, Kerstin, Ivone, Francesco, Lee, Ming-yan, Mastrolorenzo, Luca, Merschmeyer, Markus, Meyer, Arnd, Mondal, Spandan, Mukherjee, Swagata, Noll, Dennis, Novak, Andrzej, Nowotny, Fabian, Pozdnyakov, Andrey, Rath, Yannik, Redjeb, Wahid, Rehm, Florian, Reithler, Hans, Schmidt, Alexander, Schuler, Simon Christoph, Sharma, Archana, Stein, Annika, Torres Da Silva De Araujo, Felipe, Vigilante, Lorenzo, Wiedenbeck, Sebastian, Zaleski, Shawn, Dziwok, Christian, Flügge, Günter, Haj Ahmad, Wael, Hlushchenko, Olena, Kress, Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Alimena, Juliette, Asmuss, Paul, Baxter, Samuel, Bayatmakou, Maryam, Becerril Gonzalez, Hugo, Behnke, Olaf, Bhattacharya, Soham, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Grohsjean, Alexander, Guglielmi, Valentina, Guthoff, Moritz, Jafari, Abideh, Jomhari, Nur Zulaiha, Kaech, Benno, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, Mankel, Rainer, Melzer-Pellmann, Isabell-Alissandra, Mendizabal Morentin, Mikel, Metwally, Josry, Meyer, Andreas Bernhard, Milella, Gabriele, Mormile, Michele, Mussgiller, Andreas, Nürnberg, Andreas, Otarid, Younes, Pérez Adán, Danyer, Ranken, Evan, Raspereza, Alexei, Ribeiro Lopes, Beatriz, Rübenach, Jonas, Saggio, Alessia, Savitskyi, Mykola, Scham, Moritz, Scheurer, Valerie, Schnake, Simon, Schütze, Paul, Schwanenberger, Christian, Shchedrolosiev, Mykyta, Sosa Ricardo, Rafael Eduardo, Stafford, Dominic, Tonon, Nicolas, Van De Klundert, Merijn, Vazzoler, Federico, Velyka, Anastasiia, Ventura Barroso, Ana, Walsh, Roberval, Walter, David, Wang, Qun, Wen, Yiwen, Wichmann, Katarzyna, Wiens, Lucas, Wissing, Christoph, Wuchterl, Sebastian, Yang, Yewon, Zimermmane Castro Santos, André, Albrecht, Anna, Albrecht, Steffen, Antonello, Massimiliano, Bein, Samuel, Benato, Lisa, Bonanomi, Matteo, Connor, Patrick, De Leo, Ksenia, Eich, Melanie, El Morabit, Karim, Feindt, Finn, Fröhlich, Alexander, Garbers, Christoph, Garutti, Erika, Hajheidari, Mohammadtaghi, Haller, Johannes, Hinzmann, Andreas, Jabusch, Henrik Ronald, Kasieczka, Gregor, Keicher, Philip, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Labe, Finn, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Quadfasel, Tobias, Rieger, Marcel, Savoiu, Daniel, Schindler, Jörg, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Sommerhalder, Manuel, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gosewisch, Jan-Ole, Gottmann, Artur, Hartmann, Frank, Horzela, Maximilian, Husemann, Ulrich, Klute, Markus, Koppenhöfer, Roland, Link, Marco, Lintuluoto, Adelina, Maier, Stefan, Mitra, Soureek, Müller, Thomas, Neukum, Max, Oh, Minseok, Quast, Gunter, Rabbertz, Klaus, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wolf, Roger, Wozniewski, Sebastian, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Stakia, Anna, Diamantopoulou, Magda, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Manousakis-Katsikakis, Arkadios, Panagiotou, Apostolos, Papavergou, Ioanna, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Karapostoli, Georgia, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Paraskevas Gianneios, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, Mahmod Moussa Abdelkhalek, Kórodi, Balázs, Major, Péter, Mandal, Koushik, Pasztor, Gabriella, Rádl, Attila József, Surányi, Olivér, Veres, Gabor Istvan, Bartók, Márton, Bencze, Gyorgy, Hajdu, Csaba, Horvath, Dezso, Sikler, Ferenc, Veszpremi, Viktor, Beni, Noemi, Czellar, Sandor, Karancsi, János, Molnar, Jozsef, Szillasi, Zoltan, Teyssier, Daniel, Raics, Peter, Ujvari, Balazs, Zilizi, Gyula, Csorgo, Tamas Ferenc, Nemes, Frigyes, Novak, Tamas, Babbar, Jyoti, Bansal, Sunil, Beri, Suman Bala, Bhatnagar, Vipin, Chaudhary, Geetanjali, Chauhan, Sushil, Dhingra, Nitish, Gupta, Rajat, Kaur, Amandeep, Kaur, Anureet, Kaur, Harjot, Kaur, Manjit, Kumar, Sunil, Kumari, Priyanka, Meena Meena, Sandeep, Kaur, Sheokand, Tanvi, Singh, Jasbir, Singla, Aayushi, Ahmed, Asar, Bhardwaj, Ashutosh, Chhetri, Arjun, Choudhary, Brajesh C., Kumar, Ashok, Naimuddin, Mohammad, Ranjan, Kirti, Saumya, Saumya, Baradia, Sweta, Barman, Soumyadip, Bhattacharya, Satyaki, Bhowmik, Debabrata, Dutta, Shubham, Dutta, Suchandra, Gomber, Bhawna, Maity, Manas, Palit, Pritam, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Behera, Prafulla Kumar, Behera, Subash Chandra, Chatterjee, Sayan, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Alibordi Muhammad, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Saha, Nihar Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Verma, Sadhana, Naskar, Kousik, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Banerjee, Sudeshna, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Das, Aloke Kumar, Kar, Chandiprasad, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Nayak, Aruna, Saha, Prafulla, Swain, Sanjay Kumar, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, Cristella, Leonardo, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Bardelli, Giulio, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Buontempo, Salvatore, Cagnotta, Antimo, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Azzi, Patrizia, Bacchetta, Nicola, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Checchia, Paolo, Dorigo, Tommaso, Gasparini, Fabrizio, Gasparini, Ugo, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Meneguzzo, Anna Teresa, Michelotto, Michele, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Simonetto, Franco, Strong, Giles, Tosi, Mia, Hevjin Yarar, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Zumerle, Gianni, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Matos Figueiredo, Diego, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Grippo, Michael, Kiani, Bilal, Legger, Federica, Luongo, Fabio, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteno, Marco, Mulargia, Roberto, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tarricone, Cristiano, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, Vagnerini, Antonio, Vlasov, Evgueni, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Sekmen, Sezen, Yang, Yu Chul, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Pikurs, Guntis, Potrebko, Andris, Seidel, Markus, Veckalns, Viesturs, Ambrozas, Marijus, Carvalho Antunes De Oliveira, Alexandra, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Araujo, Mariana, Bargassa, Pedrame, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Dordevic, Milos, Milenovic, Predrag, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, García Alonso, Andrea, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G.D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Baillon, Paul, Barney, David, Bendavid, Joshua, Bermúdez Martínez, Armando, Bianco, Michele, Bilin, Bugra, Bin Anuar, Afiq Aizuddin, Bocci, Andrea, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, Chhibra, Simranjit Singh, Choudhury, Somnath, Cipriani, Marco, D'Enterria, David, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Dünser, Marc, Dupont, Niels, Fallavollita, Francesco, Florent, Alice, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Ghosh, Saranya, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Govorkova, Ekaterina, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kaspar, Jan, Kieseler, Jan, Kratochwil, Nicolaus, Laurila, Santeri, Lecoq, Paul, Leutgeb, Elias, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Moortgat, Filip, Mulders, Martijn, Orfanelli, Styliani, Orsini, Luciano, Pantaleo, Felice, Perez, Emmanuel, Peruzzi, Marco, Petrilli, Achille, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Piparo, Danilo, Pitt, Michael, Qu, Huilin, Quast, Thorben, Rabady, Dinyar, Racz, Attila, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Salfeld-Nebgen, Jakob, Scarfi, Simone, Selvaggi, Michele, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Summers, Sioni, Tatar, Kaya, Treille, Daniel, Tropea, Paola, Tsirou, Andromachi, Wanczyk, Joanna, Wozniak, Kinga Anna, Zeuner, Wolfram Dietrich, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Calandri, Alessandro, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Gómez Espinosa, Tirso Alejandro, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Nessi-Tedaldi, Francesca, Niedziela, Jeremi, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Seidita, Roberto, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Cormier, Kyle, De Wit, Adinda, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Rout, Prasant Kumar, Tiwari, Praveen Chandra, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Cheng, Huajie, Hou, George Wei-Shu, Khurana, Raman, Kole, Gouranga, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Steen, Arnaud, Wu, Hsin-yeh, Yazgan, Efe, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Wachirapusitanand, Vichayanun, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Simsek, Ali Eren, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Karapinar, Guler, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Simsek, Cagdas, Sunar Cerci, Deniz, Grynyov, Boris, Levchuk, Leonid, Anthony, David, Brooke, James John, Bundock, Aaron, Clement, Emyr, Cussans, David, Flacher, Henning, Glowacki, Maciej, Goldstein, Joel, Heath, Helen F., Kreczko, Lukasz, Krikler, Benjamin, Paramesvaran, Sudarshan, Seif El Nasr-Storey, Sarah, Smith, Vincent J., Stylianou, Nicolas, Walkingshaw Pass, Katie, White, Robert, Ball, Austin, Bell, Ken W., Belyaev, Alexander, Brew, Christopher, Brown, Robert M., Cockerill, David J.A., Cooke, Charlotte, Ellis, Katherine Victoria, Harder, Kristian, Harper, Sam, Holmberg, Mei-li, Jain, Shilpi, Linacre, Jacob, Manolopoulos, Konstantinos, Newbold, Dave M., Olaiya, Emmanuel, Petyt, David, Reis, Thomas, Salvi, Giovanna, Schuh, Thomas, Shepherd-Themistocleous, Claire, Tomalin, Ian R., Williams, Thomas, Bainbridge, Robert, Bloch, Philippe, Bonomally, Shameena, Borg, Johan, Brown, Christopher Edward, Buchmuller, Oliver, Cacchio, Vincenzo, Carrillo Montoya, Camilo Andres, Cepaitis, Vilius, Chahal, Gurpreet Singh, Colling, David, Dancu, Julia Suzana, Dauncey, Paul, Davies, Gavin, Davies, Joe, Della Negra, Michel, Fayer, Simon, Fedi, Giacomo, Hall, Geoffrey, Hassanshahi, Mohammad Hassan, Howard, Alexander, Iles, Gregory, Langford, Jonathon, Lyons, Louis, Magnan, Anne-Marie, Malik, Sarah, Martelli, Arabella, Mieskolainen, Mikael, Monk, David Gabriel, Nash, Jordan, Pesaresi, Mark, Radburn-Smith, Benjamin Charles, Raymond, David Mark, Richards, Alexander, Rose, Andrew, Scott, Edward, Seez, Christopher, Shukla, Raghunandan, Tapper, Alexander, Uchida, Kirika, Uttley, George Peter, Vage, Liv Helen, Virdee, Tejinder, Vojinovic, Milos, Wardle, Nicholas, Webb, Samuel Nathan, Winterbottom, Daniel, Coldham, Kathryn, Cole, Joanne, Khan, Akram, Kyberd, Paul, Reid, Ivan, Abdullin, Salavat, Brinkerhoff, Andrew, Caraway, Bryan, Dittmann, Jay, Hatakeyama, Kenichi, Kanuganti, Ankush Reddy, McMaster, Brooks, Saunders, Mark, Sawant, Siddhesh, Sutantawibul, Chosila, Toms, Maria, Wilson, Jonathan, Bartek, Rachel, Dominguez, Aaron, Huerta Escamilla, Conett, Uniyal, Rishabh, Vargas Hernandez, Andres Mateus, Chudasama, Ruchi, Cooper, Seth, Di Croce, Davide, Gleyzer, Sergei V., Perez, Cilicia Uzziel, Rumerio, Paolo, Usai, Emanuele, West, Christopher, Akpinar, Alp, Albert, Andreas, Arcaro, Daniel, Cosby, Christopher, Demiragli, Zeynep, Erice, Carlos, Fontanesi, Elisa, Gastler, Daniel, May, Samuel, Rohlf, James, Salyer, Kaitlin, Sperka, David, Spitzbart, Daniel, Suarez, Indara, Tsatsos, Anna, Yuan, Siqi, Benelli, Gabriele, Coubez, Xavier, Cutts, David, Hadley, Mary, Heintz, Ulrich, Hogan, Julie Managan, Kwon, Taeun, Landsberg, Greg, Lau, Ka Tung, Li, Daniel, Luo, Jingyu, Narain, Meenakshi, Pervan, Nikolas, Sagir, Sinan, Simpson, Farrah, Wing Yan Wong, Yan, Xuli, Yu, David, Zhang, Wenyu, Abbott, Mark Samuel, Bonilla, Johan, Brainerd, Christopher, Breedon, Richard, Calderon De La Barca Sanchez, Manuel, Chertok, Maxwell, Conway, John, Cox, Peter Timothy, Erbacher, Robin, Haza, Grace, Jensen, Frank, Kukral, Ota, Mocellin, Giovanni, Mulhearn, Michael, Pellett, Dave, Regnery, Brendan, Yao, Yao, Zhang, Fengwangdong, Bachtis, Michail, Cousins, Robert, Datta, Abhisek, Hauser, Jay, Ignatenko, Mikhail, Iqbal, Muhammad Ansar, Lam, Tyler, Manca, Elisabetta, Nash, William Arthur, Saltzberg, David, 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William, Gordon, Michael, Hanson, Gail, Long, Owen Rosser, Manganelli, Nicholas, Si, Weinan, Wimpenny, Stephen, Branson, James G., Cittolin, Sergio, Cooperstein, Stephane, Diaz, Daniel, Duarte, Javier, Gerosa, Raffaele, Giannini, Leonardo, Guiang, Jonathan, Kansal, Raghav, Krutelyov, Vyacheslav, Lee, Robert, Letts, James, Masciovecchio, Mario, Mokhtar, Farouk, Pieri, Marco, Quinnan, Melissa, Sathia Narayanan, Balaji Venkat, Sharma, Vivek, Tadel, Matevz, Vourliotis, Emmanouil, Würthwein, Frank, Xiang, Yifan, Yagil, Avraham, Campagnari, Claudio, Citron, Matthew, Collura, Giulia, Dorsett, Alex, Incandela, Joe, Kilpatrick, Matthew, Kim, Jaebak, Li, Amina Jinzi, Masterson, Phillip, Mei, Hualin, Oshiro, Michael, Richman, Jeffrey, Sarica, Ulascan, Schmitz, Ryan, Setti, Francesco, Sheplock, James, Siddireddy, Prasanna, Stuart, David, Wang, Sicheng, Bornheim, Adolf, Cerri, Olmo, Dutta, Irene, Latorre, Anthony, Lawhorn, Jay Mathew, Mao, Jiajing, Newman, Harvey B., Nguyen, Thong, Spiropulu, Maria, Vlimant, Jean-Roch, Wang, Christina, Xie, Si, Zhu, Ren-Yuan, Alison, John, An, Sitong, Andrews, Michael Benjamin, Bryant, Patrick, Dutta, Valentina, Ferguson, Thomas, Harilal, Abhirami, Liu, Chuyuan, Mudholkar, Tanmay, Murthy, Sindhu, Paulini, Manfred, Roberts, Andrew, Sanchez, Alejandro, Terrill, Wesley, Cumalat, John Perry, Ford, William T., Hassani, Abbas, Karathanasis, George, MacDonald, Emily, Marini, Filippo, Perloff, Alexx, Savard, Claire, Schonbeck, Nicolas, Stenson, Kevin, Ulmer, Keith, Wagner, Stephen Robert, Zipper, Noah, Alexander, James, Bright-Thonney, Samuel, Chen, Xuan, Cranshaw, Derek James, Fan, Jason, Fan, Xingchen, Gadkari, Divya, Hogan, Shaun, Monroy, Jose, Patterson, Juliet Ritchie, Reichert, Joseph, Reid, Michael, Ryd, Anders, Thom, Julia, Wittich, Peter, Zou, Rui, Albrow, Michael, Alyari, Maral, Apollinari, Giorgio, Apresyan, Artur, Bauerdick, Lothar A.T., Berry, Douglas, Berryhill, Jeffrey, Bhat, Pushpalatha C., Burkett, Kevin, Butler, Joel Nathan, Canepa, Anadi, Cerati, Giuseppe Benedetto, Cheung, Harry, Chlebana, Frank, Di Petrillo, Karri Folan, Dickinson, Jennet, Elvira, Victor Daniel, Feng, Yongbin, Freeman, Jim, Gandrakota, Abhijith, Gecse, Zoltan, Gray, Lindsey, Green, Dan, Grünendahl, Stefan, Guerrero, Daniel, Gutsche, Oliver, Harris, Robert M., Heller, Ryan, Herwig, Theodor Christian, Hirschauer, James, Horyn, Lesya, Jayatilaka, Bodhitha, Jindariani, Sergo, Johnson, Marvin, Joshi, Umesh, Klijnsma, Thomas, Klima, Boaz, Kwok, Ka Hei Martin, Lammel, Stephan, Lincoln, Don, Lipton, Ron, Liu, Tiehui, Madrid, Christopher, Maeshima, Kaori, Mantilla, Cristina, Mason, David, McBride, Patricia, Merkel, Petra, Mrenna, Stephen, Nahn, Steve, Ngadiuba, Jennifer, Noonan, Daniel, Norberg, Scarlet, Papadimitriou, Vaia, Pastika, Nathaniel, Pedro, Kevin, Pena, Cristian, Ravera, Fabio, Reinsvold Hall, Allison, Ristori, Luciano, Sexton-Kennedy, Elizabeth, Smith, Nicholas, Soha, Aron, Spiegel, Leonard, Strait, James, Taylor, Lucas, Tkaczyk, Slawek, Tran, Nhan Viet, Uplegger, Lorenzo, Vaandering, Eric Wayne, Zoi, Irene, Avery, Paul, Bourilkov, Dimitri, Cadamuro, Luca, Chang, Philip, Cherepanov, Vladimir, Field, Richard D., Koenig, Evan, Kolosova, Marina, Konigsberg, Jacobo, Korytov, Andrey, Kuznetsova, Ekaterina, Lo, Kin Ho, Matchev, Konstantin, Menendez, Nicholas, Mitselmakher, Guenakh, Muthirakalayil Madhu, Arun, Rawal, Neha, Rosenzweig, Daniel, Rosenzweig, Suzanne, Shi, Kun, Wang, Jian, Wu, Zhenbin, Adams, Todd, Askew, Andrew, Bower, Nicholas, Habibullah, Redwan, Hagopian, Vasken, Kolberg, Ted, Martinez, German, Prosper, Harrison, Viazlo, Oleksandr, Wulansatiti, Meutia, Yohay, Rachel, Zhang, Jingyu, Baarmand, Marc M., Butalla, Stephen, Elkafrawy, Tamer, Hohlmann, Marcus, Kumar Verma, Ravindra, Rahmani, Mehdi, Yumiceva, Francisco, Adams, Mark Raymond, Cavanaugh, Richard, Dittmer, Susan, Evdokimov, Olga, Gerber, Cecilia Elena, Hofman, David Jonathan, De Souza Lemos, Dener, Merritt, Anna Henckel, Mills, Corrinne, Oh, Geonhee, Roy, Titas, Rudrabhatla, Sahithi, Tonjes, Marguerite, Varelas, Nikos, Wang, Xiao, Ye, Zhenyu, Yoo, Jieun, Alhusseini, Mohammad, Dilsiz, Kamuran, Emediato, Luiz, Karaman, Gurkan, Köseyan, Ohannes Kamer, Merlo, Jean-Pierre, Mestvirishvili, Alexi, Nachtman, Jane, Neogi, Orgho, Ogul, Hasan, Onel, Yasar, Penzo, Aldo, Snyder, Christina, Tiras, Emrah, Amram, Oz, Blumenfeld, Barry, Corcodilos, Lucas, Davis, Jeffrey, Gritsan, Andrei, Kyriacou, Savvas, Maksimovic, Petar, Roskes, Jeffrey, Sekhar, Sanjana, Swartz, Morris, Vámi, Tamás Álmos, Abreu, Andrés, Alcerro Alcerro, Luis Fernando, Anguiano, Justin, Baringer, Philip, Bean, Alice, Flowers, Zachary, King, Jack, Krintiras, Georgios, Lazarovits, Margaret, Le Mahieu, Cole, Lindsey, Cole, Marquez, Juan, Minafra, Nicola, Murray, Michael, Matthew Nickel, Rogan, Christopher, Royon, Christophe, Salvatico, Riccardo, Sanders, Stephen, Smith, Caleb, Wang, Quan, Wilson, Graham, Allmond, Braden, Duric, Senka, Ivanov, Andrew, Kaadze, Ketino, Kalogeropoulos, Alexis, Kim, Doyeong, Maravin, Yurii, Mitchell, Tyler, Modak, Atanu, Nam, Kyungwook, Roy, Dennis, Rebassoo, Finn, Wright, Douglas, Adams, Eric, Baden, Drew, Baron, Owen, Belloni, Alberto, Bethani, Agni, Eno, Sarah Catherine, Hadley, Nicholas John, Jabeen, Shabnam, Kellogg, Richard G., Koeth, Timothy, Lai, Yihui, Lascio, Samuel, Mignerey, Alice, Nabili, Sara, Palmer, Christopher, Papageorgakis, Christos, Wang, Long, Wong, Kak, Busza, Wit, Cali, Ivan Amos, Chen, Yi, D'Alfonso, Mariarosaria, Eysermans, Jan, Freer, Chad, Gomez Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Yen-Jie, Long, Kenneth, Mironov, Camelia, Paus, Christoph, Rankin, Dylan, Roland, Christof, Roland, Gunther, Shi, Zhaozhong, Stephans, George, Wang, Jing, Wang, Zhangqier, Wyslouch, Bolek, Yang, Tianyu, Chatterjee, Rajdeep Mohan, Crossman, Bryan, Hiltbrand, Joshua, Joshi, Bhargav Madhusudan, Kapsiak, Charles, Krohn, Michael, Kubota, Yuichi, Mahon, Devin, Mans, Jeremy, Revering, Michael, Rusack, Roger, Saradhy, Rohith, Schroeder, Neil, Strobbe, Nadja, Wadud, Mohammad Abrar, Cremaldi, Lucien Marcus, Bloom, Kenneth, Bryson, Miranda, Claes, Daniel R., Fangmeier, Caleb, Finco, Linda, Golf, Frank, Joo, Changwoo, Kamalieddin, Rami, Kravchenko, Ilya, Reed, Ian, Siado, Joaquin Emilo, Snow, Gregory R., Tabb, William, Wightman, Andrew, Yan, Furong, Zecchinelli, Angelo Giacomo, Agarwal, Garvita, Bandyopadhyay, Hirak, Hay, Lauren, Iashvili, Ia, Kharchilava, Avto, McLean, Christine, Morris, Margaret, Nguyen, Duong, Pekkanen, Juska, Rappoccio, Salvatore, Williams, Ac, Alverson, George, Barberis, Emanuela, Haddad, Yacine, Han, Yixiao, Krishna, Amrutha, Li, Jingyan, Lidrych, Jindrich, Madigan, Gabriel, Marzocchi, Badder, Morse, David Michael, Nguyen, Vivan, Orimoto, Toyoko, Parker, Ashley, Skinnari, Louise, Tishelman-Charny, Abraham, Wamorkar, Tanvi, Wang, Bingran, Wisecarver, Andrew, Wood, Darien, Bhattacharya, Saptaparna, Bueghly, James, Chen, Ziheng, Gilbert, Andrew, Hahn, Kristan Allan, Liu, Yihan, Odell, Nathaniel, Schmitt, Michael Henry, Velasco, Mayda, Band, Reyer, Bucci, Rachael, Cremonesi, Matteo, Das, Abhishek, Goldouzian, Reza, Hildreth, Michael, Hurtado Anampa, Kenyi, Jessop, Colin, Lannon, Kevin, Lawrence, John, Loukas, Nikitas, Lutton, Dylan, Mariano, Joseph, Marinelli, Nancy, Mcalister, Ian, McCauley, Thomas, Mcgrady, Christopher, Mohrman, Kelci, Moore, Connor, Musienko, Yuri, Ruchti, Randy, Townsend, Austin, Wayne, Mitchell, Yockey, Henry, Zarucki, Mateusz, Zygala, Lara, Bylsma, Ben, Carrigan, Michael, Durkin, Lloyd Stanley, Hill, Christopher, Joyce, Matthew, Lesauvage, Antoine, Nunez Ornelas, Martha, Wei, Kai, Winer, Brian L., Yates, Brent, Addesa, Francesca Maria, Das, Pallabi, Dezoort, Gage, Elmer, Peter, Frankenthal, Andre, Greenberg, Bennett, Haubrich, Nicholas, Higginbotham, Samuel, Kopp, Gillian, Kwan, Stephanie, Lange, David, Loeliger, Andrew, Marlow, Daniel, Ojalvo, Isabel, Olsen, James, Stickland, David, Tully, Christopher, Malik, Sudhir, Bakshi, Amandeep Singh, Barnes, Virgil E., Chawla, Ridhi, Das, Souvik, Gutay, Laszlo, Jones, Matthew, Jung, Andreas Werner, Kondratyev, Dmitry, Koshy, Abraham Mathew, Liu, Miaoyuan, Negro, Giulia, Neumeister, Norbert, Paspalaki, Garyfallia, Piperov, Stefan, Purohit, Arnab, Schulte, Jan-Frederik, Stojanovic, Milan, Thieman, Jason, Wang, Fuqiang, Xiao, Rui, Xie, Wei, Dolen, James, Parashar, Neeti, Acosta, Darin, Baty, Austin, Carnahan, Taylor, Dildick, Sven, Ecklund, Karl Matthew, Fernández Manteca, Pedro José, Freed, Sarah, Gardner, Parker, Geurts, Frank J.M., Kumar, Arun, Li, Wei, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Yang, Shuai, Yigitbasi, Efe, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Parygin, Pavel, Popova, Elena, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Osherson, Marc, Routray, Hardik, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Wang, Hui, Acharya, Himal, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Nibigira, Emery, Spanier, Stefan, Bouhali, Othmane, Dalchenko, Mykhailo, Delgado, Andrea, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Lamichhane, Kamal, Lee, Sung Won, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Cummings, Grace, Hakala, John, Hirosky, Robert, Ledovskoy, Alexander, Ang Li, Neu, Christopher, Perez Lara, Carlos Eugenio, Karchin, Paul Edmund, Aravind, Anagha, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Warden, Abigail, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Chadeeva, Marina, Chekhovsky, Vladimir, Danilov, Mikhail, Demiyanov, Andrey, Dermenev, Alexander, Dimova, Tatyana, Dremin, Igor, Epshteyn, Vladimir, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Gribushin, Andrey, Ivanov, Yury, Kachanov, Vassili, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Khein, Lev, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Kodolova, Olga, Konstantinov, Dmitri, Korenkov, Vladimir, Korotkikh, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Lanev, Alexander, Levchenko, Petr, Litomin, Aliaksandr, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Ovtin, Ivan, Palichik, Vladimir, Perelygin, Victor, Petrushanko, Sergey, Popov, Vladimir, Radchenko, Olesia, Rusinov, Vladimir, Savina, Maria, Savrin, Viktor, Selivanova, Daria, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Snigirev, Alexander, Sosnov, Dmitry, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Vardanyan, Irina, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, and Zhokin, Alexander
Subjects: Nuclear Physics - Experiment
Abstract: Two-particle Bose-Einstein momentum correlation functions are studied for charged-hadron pairs in lead-lead collisions at a center-of-mass energy per nucleon pair of $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV. The data sample, containing 4.27 10$^{9}$ minimum bias events corresponding to an integrated luminosity of 0.607 nb$^{-1}$, was collected by the CMS experiment in 2018. The experimental results are discussed in terms of a Levy-type source distribution. The parameters of this distribution are extracted as functions of particle pair average transverse mass and collision centrality. These parameters include the Levy index or shape parameter ($ \alpha $), the Levy scale parameter ($ R $), and the correlation strength parameter ($ \lambda $). The source shape, characterized by $ \alpha $, is found to be neither Cauchy nor Gaussian, implying the need for a full Levy analysis. Similarly to what was previously found for systems characterized by Gaussian source radii, a hydrodynamical scaling is observed for the Levy $ R $ parameter. The $ \lambda $ parameter is studied in terms of the core-halo model. Two-particle Bose-Einstein momentum correlation functions are studied for charged-hadron pairs in lead-lead collisions at a center-of-mass energy per nucleon pair of $\sqrt{s_\mathrm{NN}}$ = 5.02 TeV. The data sample, containing 4.27$\times10^{9}$ minimum bias events corresponding to an integrated luminosity of 0.607 nb$^{-1}$, was collected by the CMS experiment in 2018. The experimental results are discussed in terms of a Lévy-type source distribution. The parameters of this distribution are extracted as functions of particle pair average transverse mass and collision centrality. These parameters include the Lévy index or shape parameter ($\alpha$), the Lévy scale parameter ($R$), and the correlation strength parameter ($\lambda$). The source shape, characterized by $\alpha$, is found to be neither Cauchy nor Gaussian, implying the need for a full Lévy analysis. Similarly to what was previously found for systems characterized by Gaussian source radii, a hydrodynamical scaling is observed for the Lévy $R$ parameter. The $\lambda$ parameter is studied in terms of the core-halo model.
Published: 2023

42. Performance of the local reconstruction algorithms for the CMS hadron calorimeter with Run 2 data

Author: Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Lechner, Lukas, Liko, Dietrich, Mikulec, Ivan, Paulitsch, Peter, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Sonawane, Mangesh, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Kello, Tomas, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Morton, Alexander, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Van Doninck, Walter, Van Putte, Senne, Vannerom, David, Clerbaux, Barbara, Dansana, Soumya, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Makarenko, Inna, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, Dobur, Didar, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Rendón, César, Samalan, Amrutha, Skovpen, Kirill, Tytgat, Michael, Van Den Bossche, Niels, Vermassen, Basile, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Bury, Florian Joel J., Caputo, Claudio, David, Pieter, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Mondal, Kuntal, Taliercio, Angela, Tran, Tu Thong, Vischia, Pietro, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Moraes, Arthur, Rebello Teles, Patricia, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Dos Santos Sousa, Vitor, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Rodozov, Mircho, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Keshri, Sumit, Thakur, Shalini, Cheng, Tongguang, Guo, Qianying, Javaid, Tahir, Mittal, Monika, Yuan, Li, Bauer, Gerry, Hu, Zhen, Lezki, Samet, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Liao, Hongbo, Liu, Zhenan, Milosevic, Vukasin, Monti, Fabio, Sharma, Ramkrishna, Tao, Junquan, Thomas-Wilsker, Joshuha, Wang, Jin, Zhang, Huaqiao, Zhao, Jingzhou, Agapitos, Antonis, Ban, Yong, Carvalho Antunes De Oliveira, Alexandra, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Xiao, Jie, Yang, Heng, Lu, Meng, You, Zhengyun, Lu, Nan, Gao, Xuyang, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Puljak, Ivica, Antunovic, Zeljko, Kovac, Marko, Sculac, Toni, Bargassa, Pedrame, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Mishra, Saswat, Roguljic, Matej, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Stepennov, Anton, Finger, Miroslav, Finger, Michael, Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Assran, Yasser, Elgammal, Sherif, Lotfy, Ahmad, Mahmoud, Mohammed, Bhowmik, Sandeep, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, Torben, Nandan, Saswati, Nielsen, Christine, Pata, Joosep, Raidal, Martti, Tani, Laurits, Veelken, Christian, Eerola, Paula, Kirschenmann, Henning, Osterberg, Kenneth, Voutilainen, Mikko, Bharthuar, Shudhashil, Brücken, Erik, Garcia Fuentes, Francisco Ignacio, Havukainen, Joona, Kim, Min Suk, Kinnunen, Ritva, Lampén, Tapio, Lassila-Perini, Kati, Lehti, Sami, Lindén, Tomas, Lotti, Mikko, Martikainen, Laura, Myllymäki, Mikael, Rantanen, Milla-maarit, Siikonen, Hannu, Tuominen, Eija, Tuominiemi, Jorma, Luukka, Panja-Riina, Petrow, Henri, Tuuva, Tuure, Amendola, Chiara, Besancon, Marc, Couderc, Fabrice, Dejardin, Marc, Denegri, Daniel, Faure, Jean-Louis, Ferri, Federico, Ganjour, Serguei, Gras, Philippe, Hamel de Monchenault, Gautier, Lohezic, Victor, Malcles, Julie, Rander, John, Rosowsky, André, Sahin, Mehmet Özgür, Savoy-Navarro, Aurore, Simkina, Polina, Titov, Maksym, Baldenegro Barrera, Cristian, Beaudette, Florian, Buchot Perraguin, Axel, Busson, Philippe, Cappati, Alessandra, Charlot, Claude, Damas, Florian, Davignon, Olivier, Diab, Batoul, Falmagne, Guillaume, Fontana Santos Alves, Bruno Afonso, Ghosh, Shamik, Granier de Cassagnac, Raphael, Hakimi, Alexandre, Harikrishnan, Bharadwaj, Liu, Geliang, Motta, Jona, Nguyen, Matthew, Ochando, Christophe, Portales, Louis, Salerno, Roberto, Sarkar, Uttiya, Sauvan, Jean-Baptiste, Sirois, Yves, Tarabini, Alessandro, Vernazza, Elena, Zabi, Alexandre, Zghiche, Amina, Agram, Jean-Laurent, Andrea, Jeremy, Apparu, Dylan, Bloch, Daniel, Bourgatte, Guillaume, Brom, Jean-Marie, Chabert, Eric Christian, Collard, Caroline, Darej, Douja, Goerlach, Ulrich, Grimault, Clément, Le Bihan, Anne-Catherine, Van Hove, Pierre, Beauceron, Stephanie, Blancon, Benjamin, Boudoul, Gaelle, Carle, Aurélien, Chanon, Nicolas, Choi, Jieun, Contardo, Didier, Depasse, Pierre, Dozen, Candan, El Mamouni, Houmani, Fay, Jean, Gascon, Susan, Gouzevitch, Maxime, Grenier, Gérald, Ille, Bernard, Laktineh, Imad Baptiste, Lethuillier, Morgan, Mirabito, Laurent, Perries, Stephane, Vander Donckt, Muriel, Verdier, Patrice, Viret, Sébastien, Adamov, George, Lomidze, Irakli, Tsamalaidze, Zviad, Botta, Valeria, Feld, Lutz, Klein, Katja, Lipinski, Martin, Meuser, Danilo, Pauls, Alexander, Röwert, Nicolas, Teroerde, Marius, Diekmann, Svenja, Dodonova, Alena, Eich, Niclas, Eliseev, Dmitry, Erdmann, Martin, Fackeldey, Peter, Fischer, Benjamin, Hebbeker, Thomas, Hoepfner, Kerstin, Ivone, Francesco, Lee, Ming-yan, Mastrolorenzo, Luca, Merschmeyer, Markus, Meyer, Arnd, Mondal, Spandan, Mukherjee, Swagata, Noll, Dennis, Novak, Andrzej, Nowotny, Fabian, Pozdnyakov, Andrey, Rath, Yannik, Redjeb, Wahid, Rehm, Florian, Reithler, Hans, Schmidt, Alexander, Schuler, Simon Christoph, Sharma, Archana, Stein, Annika, Torres Da Silva De Araujo, Felipe, Vigilante, Lorenzo, Wiedenbeck, Sebastian, Zaleski, Shawn, Dziwok, Christian, Flügge, Günter, Haj Ahmad, Wael, Hlushchenko, Olena, Kress, Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Alimena, Juliette, An, Ying, Asmuss, Paul, Baxter, Samuel, Bayatmakou, Maryam, Becerril Gonzalez, Hugo, Behnke, Olaf, Bhattacharya, Soham, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Grohsjean, Alexander, Guglielmi, Valentina, Guthoff, Moritz, Jafari, Abideh, Jomhari, Nur Zulaiha, Kaech, Benno, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, Mankel, Rainer, Melzer-Pellmann, Isabell-Alissandra, Mendizabal Morentin, Mikel, Metwally, Josry, Meyer, Andreas Bernhard, Milella, Gabriele, Mormile, Michele, Mussgiller, Andreas, Nürnberg, Andreas, Otarid, Younes, Pérez Adán, Danyer, Ranken, Evan, Raspereza, Alexei, Ribeiro Lopes, Beatriz, Rübenach, Jonas, Saggio, Alessia, Savitskyi, Mykola, Scham, Moritz, Scheurer, Valerie, Schnake, Simon, Schütze, Paul, Schwanenberger, Christian, Shchedrolosiev, Mykyta, Sosa Ricardo, Rafael Eduardo, Stafford, Dominic, Tonon, Nicolas, Vazzoler, Federico, Velyka, Anastasiia, Ventura Barroso, Ana, Walsh, Roberval, Wang, Qun, Wen, Yiwen, Wichmann, Katarzyna, Wiens, Lucas, Wissing, Christoph, Wuchterl, Sebastian, Yang, Yewon, Zimermmane Castro Santos, André, Albrecht, Anna, Albrecht, Steffen, Antonello, Massimiliano, Bein, Samuel, Benato, Lisa, Bonanomi, Matteo, Connor, Patrick, De Leo, Ksenia, Eich, Melanie, El Morabit, Karim, Fröhlich, Alexander, Garbers, Christoph, Garutti, Erika, Hajheidari, Mohammadtaghi, Haller, Johannes, Hinzmann, Andreas, Jabusch, Henrik Ronald, Kasieczka, Gregor, Keicher, Philip, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Labe, Finn, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Quadfasel, Tobias, Rieger, Marcel, Savoiu, Daniel, Schindler, Jörg, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Sommerhalder, Manuel, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gosewisch, Jan-Ole, Gottmann, Artur, Hartmann, Frank, Horzela, Maximilian, Husemann, Ulrich, Klute, Markus, Koppenhöfer, Roland, Link, Marco, Lintuluoto, Adelina, Maier, Stefan, Mitra, Soureek, Müller, Thomas, Neukum, Max, Oh, Minseok, Quast, Gunter, Rabbertz, Klaus, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wolf, Roger, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Stakia, Anna, Diamantopoulou, Magda, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Manousakis-Katsikakis, Arkadios, Panagiotou, Apostolos, Papavergou, Ioanna, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Karapostoli, Georgia, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Gianneios, Paraskevas, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, Mahmod Moussa Abdelkhalek, Major, Péter, Mandal, Koushik, Pasztor, Gabriella, Rádl, Attila József, Surányi, Olivér, Veres, Gabor Istvan, Bartók, Márton, Hajdu, Csaba, Horvath, Dezso, Sikler, Ferenc, Veszpremi, Viktor, Bencze, Gyorgy, Beni, Noemi, Czellar, Sandor, Karancsi, János, Molnar, Jozsef, Szillasi, Zoltan, Teyssier, Daniel, Raics, Peter, Ujvari, Balazs, Zilizi, Gyula, Csorgo, Tamas Ferenc, Nemes, Frigyes, Novak, Tamas, Babbar, Jyoti, Bansal, Sunil, Beri, Suman Bala, Bhatnagar, Vipin, Chaudhary, Geetanjali, Chauhan, Sushil, Dhingra, Nitish, Gupta, Rajat, Kaur, Amandeep, Kaur, Anureet, Kaur, Harjot, Kaur, Manjit, Kumar, Sunil, Kumari, Priyanka, Meena, Meena, Sandeep, Kaur, Sheokand, Tanvi, Singh, Jasbir, Singla, Aayushi, Ahmed, Asar, Bhardwaj, Ashutosh, Chhetri, Arjun, Choudhary, Brajesh C., Kumar, Ashok, Naimuddin, Mohammad, Ranjan, Kirti, Saumya, Saumya, Baradia, Sweta, Barman, Soumyadip, Bhattacharya, Satyaki, Bhowmik, Debabrata, Dutta, Shubham, Dutta, Suchandra, Gomber, Bhawna, Maity, Manas, Palit, Pritam, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Behera, Prafulla Kumar, Behera, Subash Chandra, Chatterjee, Sayan, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Muhammad, Alibordi, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Saha, Nihar Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Verma, Sadhana, Naskar, Kousik, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Banerjee, Sudeshna, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Das, Aloke Kumar, Kar, Chandiprasad, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Nayak, Aruna, Saha, Prafulla, Swain, Sanjay Kumar, Varghese, Sanu, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, Cristella, Leonardo, D` Anzi, Brunella, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Fasanella, Daniele, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Bardelli, Giulio, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Buontempo, Salvatore, Cagnotta, Antimo, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Azzi, Patrizia, Bacchetta, Nicola, Bellato, Marco, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Carlin, Roberto, Checchia, Paolo, Dorigo, Tommaso, Gasparini, Fabrizio, Gasparini, Ugo, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Simonetto, Franco, Strong, Giles, Tosi, Mia, Ventura, Sandro, Yarar, Hevjin, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Matos Figueiredo, Diego, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Finco, Linda, Grippo, Michael, Kiani, Bilal, Legger, Federica, Luongo, Fabio, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteno, Marco, Mulargia, Roberto, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tarricone, Cristiano, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, Vagnerini, Antonio, Vlasov, Evgueni, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Sekmen, Sezen, Yang, Yu Chul, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Pikurs, Guntis, Potrebko, Andris, Seidel, Markus, Veckalns, Viesturs, Ambrozas, Marijus, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Araujo, Mariana, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Milenovic, Predrag, Dordevic, Milos, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G. 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M., Kumar, Arun, Li, Wei, Miguel Colin, Osvaldo, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Yang, Shuai, Yigitbasi, Efe, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Parygin, Pavel, Popova, Elena, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Osherson, Marc, Routray, Hardik, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Vora, Jay, Wang, Hui, Acharya, Himal, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Nibigira, Emery, Spanier, Stefan, Ahmad, Muhammad, Bouhali, Othmane, Dalchenko, Mykhailo, Delgado, Andrea, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Lamichhane, Kamal, Lee, Sung Won, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Kunnawalkam Elayavalli, Raghav, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Cummings, Grace, Hakala, John, Hirosky, Robert, Ledovskoy, Alexander, Li, Ang, Neu, Christopher, Perez Lara, Carlos Eugenio, Karchin, Paul Edmund, Aravind, Anagha, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Warden, Abigail, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Chadeeva, Marina, Chekhovsky, Vladimir, Danilov, Mikhail, Demiyanov, Andrey, Dermenev, Alexander, Dimova, Tatyana, Dremin, Igor, Dudko, Lev, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Gribushin, Andrey, Ivanov, Yury, Kachanov, Vassili, Kaminskiy, Alexandre, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Klyukhin, Vyacheslav, Kodolova, Olga, Konstantinov, Dmitri, Korenkov, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Lanev, Alexander, Levchenko, Petr, Litomin, Aliaksandr, Lukina, Olga, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Oskin, Andrei, Ovtin, Ivan, Palichik, Vladimir, Perelygin, Victor, Petrushanko, Sergey, Popov, Vladimir, Radchenko, Olesia, Rusinov, Vladimir, Savina, Maria, Savrin, Viktor, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Sosnov, Dmitry, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, Zhokin, Alexander, and CMS Collaboration
Subjects: High Energy Physics - Experiment (hep-ex), Physics - Instrumentation and Detectors, CERN LHC Coll, CMS, p p, scattering, calorimeter, FOS: Physical sciences, Instrumentation and Detectors (physics.ins-det), hadron, crossing, performance, Particle Physics - Experiment, High Energy Physics - Experiment
Abstract: A description is presented of the algorithms used to reconstruct energy deposited in the CMS hadron calorimeter during Run 2 (2015-2018) of the LHC. During Run 2, the characteristic bunch-crossing spacing for proton-proton collisions was 25 ns, which resulted in overlapping signals from adjacent crossings. The energy corresponding to a particular bunch crossing of interest is estimated using the known pulse shapes of energy depositions in the calorimeter, which are measured as functions of both energy and time. A variety of algorithms were developed to mitigate the effects of adjacent bunch crossings on local energy reconstruction in the hadron calorimeter in Run 2, and their performance is compared., Comment: Submitted to the Journal of Instrumentation. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/PRF-22-001 (CMS Public Pages)
Published: 2023
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43. Measurements of the azimuthal anisotropy of prompt and nonprompt charmonia in PbPb collisions at $\sqrt{s_\mathrm{NN}}$ = 5.02 TeV

Author: Tumasyan, Armen, Adam, Wolfgang, Krammer, Natascha, Dos Santos Sousa, Vitor, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Fonseca De Souza, Sandro, Sekmen, Sezen, Yang, Yu Chul, Bak, Gyeonghwan, Gwak, Piljun, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Martins, Jordan, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Mora Herrera, Clemencia, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Mota Amarilo, Kevin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Mundim, Luiz, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Nogima, Helio, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Yonghoon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Santoro, Alberto, Maghrbi, Yasser, Dreimanis, Karlis, Pikurs, Guntis, Seidel, Markus, Veckalns, Viesturs, Ambrozas, Marijus, Carvalho Antunes De Oliveira, Alexandra, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Silva Do Amaral, Sheila Mara, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sznajder, Andre, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Lechner, Lukas, Thiel, Mauricio, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Torres Da Silva De Araujo, Felipe, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Shoaib, Muhammad, Waqas, Muhammad, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Vilela Pereira, Antonio, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Bernardes, Cesar Augusto, Krolikowski, Jan, Araujo, Mariana, Bargassa, Pedrame, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Calligaris, Luigi, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Dordevic, Milos, Milenovic, Predrag, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Álvarez Fernández, Adrian, Tomei, Thiago, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Carrillo Montoya, Camilo Andres, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, De Moraes Gregores, Eduardo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Mercadante, Pedro G., Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Novaes, Sergio F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Padula, Sandra, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, García Alonso, Andrea, Gomez, Gervasio, Liko, Dietrich, Aleksandrov, Aleksandar, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Ruiz-Jimeno, Alberto, Scodellaro, Luca, Vila, Ivan, Antchev, Georgy, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G. D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Hadjiiska, Roumyana, Alimena, Juliette, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Baillon, Paul, Barney, David, Bendavid, Joshua, Bianco, Michele, Bilin, Bugra, Bocci, Andrea, Iaydjiev, Plamen, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, Chhibra, Simranjit Singh, Choudhury, Somnath, Cipriani, Marco, Cristella, Leonardo, D'Enterria, David, Misheva, Milena, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Dünser, Marc, Dupont, Niels, Fallavollita, Francesco, Florent, Alice, Rodozov, Mircho, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Ghosh, Saranya, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Govorkova, Ekaterina, Shopova, Mariana, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kaspar, Jan, Kieseler, Jan, Kratochwil, Nicolaus, Laurila, Santeri, Lecoq, Paul, Sultanov, Georgi, Leutgeb, Elias, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Moortgat, Filip, Dimitrov, Anton, Mulders, Martijn, Orfanelli, Styliani, Orsini, Luciano, Pantaleo, Felice, Perez, Emmanuel, Peruzzi, Marco, Petrilli, Achille, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Ivanov, Todor, Piparo, Danilo, Pitt, Michael, Qu, Huilin, Quast, Thorben, Rabady, Dinyar, Racz, Attila, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Salfeld-Nebgen, Jakob, Mikulec, Ivan, Litov, Leander, Scarfi, Simone, Selvaggi, Michele, Sharma, Archana, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Summers, Sioni, Tatar, Kaya, Tavolaro, Vittorio Raoul, Treille, Daniel, Pavlov, Borislav, Tropea, Paola, Tsirou, Andromachi, Wanczyk, Joanna, Wozniak, Kinga Anna, Zeuner, Wolfram Dietrich, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Petkov, Peicho, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Berger, Pirmin, Petrov, Anton, Calandri, Alessandro, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Shumka, Elton, Gómez Espinosa, Tirso Alejandro, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Nessi-Tedaldi, Francesca, Thakur, Shalini, Niedziela, Jeremi, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Cheng, Tongguang, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Javaid, Tahir, Cormier, Kyle, De Wit, Adinda, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Mittal, Monika, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Yuan, Li, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Rout, Prasant Kumar, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Paulitsch, Peter, Ahmad, Muhammad, Cheng, Huajie, Hou, George Wei-Shu, Khurana, Raman, Kole, Gouranga, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Steen, Arnaud, Wu, Hsin-yeh, Bauer, Gerry, Yazgan, Efe, Yu, Pei-rong, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Hu, Zhen, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Simsek, Ali Eren, Lezki, Samet, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Karapinar, Guler, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Yi, Kai, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Chen, Guo-Ming, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Simsek, Cagdas, Sunar Cerci, Deniz, Grynyov, Boris, Levchuk, Leonid, Anthony, David, Chen, He-Sheng, Bhal, Eshwen, Brooke, James John, Bundock, Aaron, Clement, Emyr, Cussans, David, Flacher, Henning, Glowacki, Maciej, Goldstein, Joel, Heath, Greg P., Heath, Helen F., Chen, Mingshui, Kreczko, Lukasz, Krikler, Benjamin, Paramesvaran, Sudarshan, Seif El Nasr-Storey, Sarah, Smith, Vincent J., Stylianou, Nicolas, Walkingshaw Pass, Katie, White, Robert, Ball, Austin, Bell, Ken W., Iemmi, Fabio, Belyaev, Alexander, Brew, Christopher, Brown, Robert M., Cockerill, David J. A., Cooke, Charlotte, Ellis, Katherine Victoria, Harder, Kristian, Harper, Sam, Holmberg, Mei-li, Jain, Shilpi, Jiang, Chun-Hua, Linacre, Jacob, Manolopoulos, Konstantinos, Newbold, Dave M., Olaiya, Emmanuel, Petyt, David, Reis, Thomas, Salvi, Giovanna, Schuh, Thomas, Shepherd-Themistocleous, Claire, Tomalin, Ian R., Pitters, Florian Michael, Kapoor, Anshul, Williams, Thomas, Bainbridge, Robert, Bloch, Philippe, Bonomally, Shameena, Borg, Johan, Brown, Christopher Edward, Buchmuller, Oliver, Cacchio, Vincenzo, Cepaitis, Vilius, Chahal, Gurpreet Singh, Kou, Hanjun, Colling, David, Dancu, Julia Suzana, Dauncey, Paul, Davies, Gavin, Davies, Joe, Della Negra, Michel, Fayer, Simon, Fedi, Giacomo, Hall, Geoffrey, Hassanshahi, Mohammad Hassan, Liao, Hongbo, Howard, Alexander, Iles, Gregory, Langford, Jonathon, Lyons, Louis, Magnan, Anne-Marie, Malik, Sarah, Martelli, Arabella, Mieskolainen, Mikael, Monk, David Gabriel, Nash, Jordan, Liu, Zhenan, Pesaresi, Mark, Radburn-Smith, Benjamin Charles, Raymond, David Mark, Richards, Alexander, Rose, Andrew, Scott, Edward, Seez, Christopher, Shukla, Raghunandan, Tapper, Alexander, Uchida, Kirika, Milosevic, Vukasin, Uttley, George Peter, Vage, Liv Helen, Virdee, Tejinder, Vojinovic, Milos, Wardle, Nicholas, Webb, Samuel Nathan, Winterbottom, Daniel, Coldham, Kathryn, Cole, Joanne, Khan, Akram, Monti, Fabio, Kyberd, Paul, Reid, Ivan, Abdullin, Salavat, Brinkerhoff, Andrew, Caraway, Bryan, Dittmann, Jay, Hatakeyama, Kenichi, Kanuganti, Ankush Reddy, McMaster, Brooks, Saunders, Mark, Sharma, Ramkrishna, Sawant, Siddhesh, Sutantawibul, Chosila, Wilson, Jonathan, Bartek, Rachel, Dominguez, Aaron, Uniyal, Rishabh, Vargas Hernandez, Andres Mateus, Cooper, Seth, Di Croce, Davide, Gleyzer, Sergei V., Tao, Junquan, Henderson, Conor, Perez, Cilicia Uzziel, Rumerio, Paolo, West, Christopher, Akpinar, Alp, Albert, Andreas, Arcaro, Daniel, Cosby, Christopher, Demiragli, Zeynep, Erice, Carlos, Thomas-Wilsker, Joshuha, Fontanesi, Elisa, Gastler, Daniel, May, Samuel, Rohlf, James, Salyer, Kaitlin, Sperka, David, Spitzbart, Daniel, Suarez, Indara, Tsatsos, Anna, Yuan, Siqi, Wang, Jin, Benelli, Gabriele, Burkle, Bjorn, Coubez, Xavier, Cutts, David, Hadley, Mary, Heintz, Ulrich, Hogan, Julie Managan, Kwon, Taeun, Landsberg, Greg, Lau, Ka Tung, Schieck, Jochen, Zhang, Huaqiao, Li, Daniel, Luo, Jingyu, Narain, Meenakshi, Pervan, Nikolas, Sagir, Sinan, Simpson, Farrah, Usai, Emanuele, Wong, Wing Yan, Yan, Xuli, Yu, David, Zhao, Jingzhou, Zhang, Wenyu, Bonilla, Johan, Brainerd, Christopher, Breedon, Richard, Calderon De La Barca Sanchez, Manuel, Chertok, Maxwell, Conway, John, Cox, Peter Timothy, Erbacher, Robin, Haza, Grace, Agapitos, Antonis, Jensen, Frank, Kukral, Ota, Mocellin, Giovanni, Mulhearn, Michael, Pellett, Dave, Regnery, Brendan, Yao, Yao, Zhang, Fengwangdong, Bachtis, Michail, Cousins, Robert, An, Ying, Datta, Abhisek, Hamilton, David, Hauser, Jay, Ignatenko, Mikhail, Iqbal, Muhammad Ansar, Lam, Tyler, Manca, Elisabetta, Nash, William Arthur, Regnard, Simon, Saltzberg, David, Ban, Yong, Stone, Brent, Valuev, Vyacheslav, Clare, Robert, Gary, J. 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Mehdi, Yumiceva, Francisco, Adams, Mark Raymond, Becerril Gonzalez, Hugo, Cavanaugh, Richard, Dittmer, Susan, Evdokimov, Olga, Gerber, Cecilia Elena, Hofman, David Jonathan, De Souza Lemos, Dener, Cabrera, Andrés, Merritt, Anna Henckel, Mills, Corrinne, Nandu, Shirsendu, Oh, Geonhee, Roy, Titas, Rudrabhatla, Sahithi, Tonjes, Marguerite, Varelas, Nikos, Wang, Xiao, Ye, Zhenyu, Florez, Carlos, Yoo, Jieun, Alhusseini, Mohammad, Dilsiz, Kamuran, Emediato, Luiz, Gandrajula, Reddy Pratap, Karaman, Gurkan, Köseyan, Ohannes Kamer, Merlo, Jean-Pierre, Mestvirishvili, Alexi, Nachtman, Jane, Fraga, Jorge, Neogi, Orgho, Ogul, Hasan, Onel, Yasar, Penzo, Aldo, Snyder, Christina, Tiras, Emrah, Amram, Oz, Blumenfeld, Barry, Corcodilos, Lucas, Davis, Jeffrey, Sonawane, Mangesh, Mejia Guisao, Jhovanny, Gritsan, Andrei, Kyriacou, Savvas, Maksimovic, Petar, Roskes, Jeffrey, Sekhar, Sanjana, Swartz, Morris, Vámi, Tamás Álmos, Abreu, Andrés, Alcerro Alcerro, Luis Fernando, Anguiano, Justin, Ramirez, Felipe, 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D'Alfonso, Mariarosaria, Eysermans, Jan, Freer, Chad, Gomez Ceballos, Guillelmo, Goncharov, Maxim, Puljak, Ivica, Harris, Philip, Hu, Miao, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Yen-Jie, Long, Kenneth, Mironov, Camelia, Paus, Christoph, Rankin, Dylan, Roland, Christof, Antunovic, Zeljko, Roland, Gunther, Shi, Zhaozhong, Stephans, George, Wang, Jing, Wang, Zhangqier, Wyslouch, Bolek, Yang, Tianyu, Chatterjee, Rajdeep Mohan, Crossman, Bryan, Evans, Andrew, Kovac, Marko, Hiltbrand, Joshua, Joshi, Bhargav Madhusudan, Kapsiak, Charles, Krohn, Michael, Kubota, Yuichi, Mans, Jeremy, Revering, Michael, Rusack, Roger, Saradhy, Rohith, Schroeder, Neil, Andrejkovic, Janik Walter, Templ, Sebastian, Sculac, Toni, Strobbe, Nadja, Wadud, Mohammad Abrar, Cremaldi, Lucien Marcus, Bloom, Kenneth, Bryson, Miranda, Claes, Daniel R., Fangmeier, Caleb, Finco, Linda, Golf, Frank, Joo, Changwoo, Brigljevic, Vuko, Kamalieddin, Rami, Kravchenko, Ilya, Reed, Ian, Siado, Joaquin Emilo, Snow, Gregory R., Tabb, William, Wightman, Andrew, Yan, Furong, Zecchinelli, Angelo Giacomo, Agarwal, Garvita, Chitroda, Bhakti Kanulal, Bandyopadhyay, Hirak, Hay, Lauren, Iashvili, Ia, Kharchilava, Avto, McLean, Christine, Morris, Margaret, Nguyen, Duong, Pekkanen, Juska, Rappoccio, Salvatore, Williams, Ac, Ferencek, Dinko, Alverson, George, Barberis, Emanuela, Haddad, Yacine, Han, Yixiao, Krishna, Amrutha, Li, Jingyan, Lidrych, Jindrich, Madigan, Gabriel, Marzocchi, Badder, Morse, David Michael, Mishra, Saswat, Nguyen, Vivan, Orimoto, Toyoko, Parker, Ashley, Skinnari, Louise, Tishelman-Charny, Abraham, Wamorkar, Tanvi, Wang, Bingran, Wisecarver, Andrew, Wood, Darien, Bhattacharya, Saptaparna, Roguljic, Matej, Bueghly, James, Chen, Ziheng, Gilbert, Andrew, Hahn, Kristan Allan, Liu, Yihan, Odell, Nathaniel, Schmitt, Michael Henry, Velasco, Mayda, Band, Reyer, Bucci, Rachael, Starodumov, Andrei, Cremonesi, Matteo, Das, Abhishek, Goldouzian, Reza, Hildreth, Michael, Hurtado Anampa, Kenyi, Jessop, Colin, Lannon, 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Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Bury, Florian Joel J., Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, De Filippis, Nicola, Caputo, Claudio, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Ince, Merve, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, David, Pieter, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Delaere, Christophe, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Donertas, Izzeddin Suat, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Giammanco, Andrea, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Jaffel, Khawla, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Jain, Sandhya, Bardelli, Giulio, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Hussain, Priya Sajid, Lemaitre, Vincent, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Seidita, Roberto, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Mondal, Kuntal, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Mulargia, Roberto, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, Taliercio, Angela, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Tran, Tu Thong, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Vischia, Pietro, Buontempo, Salvatore, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Wertz, Sébastien, Azzi, Patrizia, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Carlin, Roberto, Checchia, Paolo, Dorigo, Tommaso, Gasparini, Fabrizio, Gasparini, Ugo, Gozzelino, Andrea, Alves, Gilvan, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Meneguzzo, Anna Teresa, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Simonetto, Franco, Strong, Giles, Coelho, Eduardo, Tosi, Mia, Yarar, Hevjin, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Zumerle, Gianni, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Hensel, Carsten, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Moraes, Arthur, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Jeitler, Manfred, Rebello Teles, Patricia, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Aldá Júnior, Walter Luiz, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Di Domenico, Maria Rosaria, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Mandorli, Giulio, Matos Figueiredo, Diego, Alves Gallo Pereira, Miguel, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Barroso Ferreira Filho, Mapse, Shafiei, Negin, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Brandao Malbouisson, Helena, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Carvalho, Wagner, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Chinellato, Jose, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Grippo, Michael, Kiani, Bilal, Legger, Federica, Mariotti, Chiara, Da Costa, Eliza Melo, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteil, Ennio, Monteno, Marco, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Da Silveira, Gustavo Gil, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, De Jesus Damiao, Dilson, Vagnerini, Antonio, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Da Rold, Alessandro, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Institut de Recherches sur les lois Fondamentales de l'Univers (IRFU), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, Laboratoire Leprince-Ringuet (LLR), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS), Institut Pluridisciplinaire Hubert Curien (IPHC), Université de Strasbourg (UNISTRA)-Université de Haute-Alsace (UHA) Mulhouse - Colmar (Université de Haute-Alsace (UHA))-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université de Haute-Alsace (UHA) Mulhouse - Colmar (Université de Haute-Alsace (UHA)), Institut de Physique des 2 Infinis de Lyon (IP2I Lyon), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Laboratoire d'Annecy de Physique des Particules (LAPP), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), and CMS
Subjects: charmonium, CMS, heavy ion, scattering, FOS: Physical sciences, High Energy Physics - Experiment, High Energy Physics - Experiment (hep-ex), meson, transverse momentum, dimuon, decay, angular distribution, anisotropy, parton, energy loss, [PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex], quark gluon, plasma, TeV, heavy quark, nucleon, pair
Abstract: The second-order ($v_2$) and third-order ($v_3$) Fourier coefficients describing the azimuthal anisotropy of prompt and nonprompt (from b-hadron decays) J/$\psi$, as well as prompt $\psi$(2S) mesons are measured in lead-lead collisions at a center-of-mass energy per nucleon pair of $\sqrt{s_\mathrm{NN}}$ = 5.02 TeV. The analysis uses a data set corresponding to an integrated luminosity of 1.61 nb$^{-1}$ recorded with the CMS detector. The J/$\psi$ and $\psi$(2S) mesons are reconstructed using their dimuon decay channel. The $v_2$ and $v_3$ coefficients are extracted using the scalar product method and studied as functions of meson transverse momentum and collision centrality. The measured $v_2$ values for prompt J/$\psi$ mesons are found to be larger than those for nonprompt J/$\psi$ mesons. The prompt J/$\psi$ $v_2$ values at high $p_\mathrm{T}$ are found to be underpredicted by a model incorporating only parton energy loss effects in a quark-gluon plasma medium. Prompt and nonprompt J/$\psi$ meson $v_3$ and prompt $\psi$(2S) $v_2$ and $v_3$ values are also reported for the first time, providing new information about heavy quark interactions in the hot and dense medium created in heavy ion collisions., Comment: Submitted to the Journal of High Energy Physics. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/HIN-21-008 (CMS Public Pages)
Published: 2023
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44. The multimodal Munich Clinical Deep Phenotyping study to bridge the translational gap in severe mental illness treatment research

Author: Krčmář, Lenka, primary, Jäger, Iris, additional, Boudriot, Emanuel, additional, Hanken, Katharina, additional, Gabriel, Vanessa, additional, Melcher, Julian, additional, Klimas, Nicole, additional, Dengl, Fanny, additional, Schmoelz, Susanne, additional, Pingen, Pauline, additional, Campana, Mattia, additional, Moussiopoulou, Joanna, additional, Yakimov, Vladislav, additional, Ioannou, Georgios, additional, Wichert, Sven, additional, DeJonge, Silvia, additional, Zill, Peter, additional, Papazov, Boris, additional, de Almeida, Valéria, additional, Galinski, Sabrina, additional, Gabellini, Nadja, additional, Hasanaj, Genc, additional, Mortazavi, Matin, additional, Karali, Temmuz, additional, Hisch, Alexandra, additional, Kallweit, Marcel S, additional, Meisinger, Verena J., additional, Löhrs, Lisa, additional, Neumeier, Karin, additional, Behrens, Stephanie, additional, Karch, Susanne, additional, Schworm, Benedikt, additional, Kern, Christoph, additional, Priglinger, Siegfried, additional, Malchow, Berend, additional, Steiner, Johann, additional, Hasan, Alkomiet, additional, Padberg, Frank, additional, Pogarell, Oliver, additional, Falkai, Peter, additional, Schmitt, Andrea, additional, Wagner, Elias, additional, Keeser, Daniel, additional, and Raabe, Florian J., additional
Published: 2023
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45. The relationship between blood–brain barrier dysfunction and neurocognitive impairments in first-episode psychosis: findings from a retrospective chart analysis

Author: Maurus, Isabel, primary, Wagner, Sarah, additional, Campana, Mattia, additional, Roell, Lukas, additional, Strauss, Johanna, additional, Fernando, Piyumi, additional, Muenz, Susanne, additional, Eichhorn, Peter, additional, Schmitt, Andrea, additional, Karch, Susanne, additional, Pogarell, Oliver, additional, Engel, Rolf R., additional, Falkai, Peter, additional, Hasan, Alkomiet, additional, and Wagner, Elias, additional
Published: 2023
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46. Good news for data sharing: Defacing of MR scans using SimNIBS 4.0

Author: Behnke, Larissa, Mizutani-Tiebel, Yuki, Chang, Kai-Yen, Thielscher, Axel, Bulubas, Lucia, Karali, Temmuz, Papazov, Boris, Kumpf, Ulrike, Stöcklein, Sophia, Campana, Mattia, Soldini, Aldo, Luisa Dechantsreiter, Esther Maria, Tagnin, Lisa, Burkhardt, Gerrit, Takahashi, Shun, Padberg, Frank, Keeser, Daniel, Behnke, Larissa, Mizutani-Tiebel, Yuki, Chang, Kai-Yen, Thielscher, Axel, Bulubas, Lucia, Karali, Temmuz, Papazov, Boris, Kumpf, Ulrike, Stöcklein, Sophia, Campana, Mattia, Soldini, Aldo, Luisa Dechantsreiter, Esther Maria, Tagnin, Lisa, Burkhardt, Gerrit, Takahashi, Shun, Padberg, Frank, and Keeser, Daniel
Published: 2023

47. Effects of add-on Celecoxib treatment on patients with schizophrenia spectrum disorders and inflammatory cytokine profile trial (TargetFlame):study design and methodology of a multicentre randomized, placebo-controlled trial

Author: Strube, Wolfgang, Aksar, Aslihan, Bauer, Ingrid, Barbosa, Susana, Benros, Michael, Blankenstein, Christiane, Campana, Mattia, Davidovic, Laetitia, Glaichenhaus, Nicolas, Falkai, Peter, Görlitz, Thomas, Hansbauer, Maximilian, Heilig, Daniel, Khalfallah, Olfa, Leboyer, Marion, Martinuzzi, Emanuela, Mayer, Susanne, Moussiopoulou, Joanna, Papazova, Irina, Perić, Natasa, Wagner, Elias, Schneider-Axmann, Thomas, Simon, Judit, Hasan, Alkomiet, Strube, Wolfgang, Aksar, Aslihan, Bauer, Ingrid, Barbosa, Susana, Benros, Michael, Blankenstein, Christiane, Campana, Mattia, Davidovic, Laetitia, Glaichenhaus, Nicolas, Falkai, Peter, Görlitz, Thomas, Hansbauer, Maximilian, Heilig, Daniel, Khalfallah, Olfa, Leboyer, Marion, Martinuzzi, Emanuela, Mayer, Susanne, Moussiopoulou, Joanna, Papazova, Irina, Perić, Natasa, Wagner, Elias, Schneider-Axmann, Thomas, Simon, Judit, and Hasan, Alkomiet
Abstract: Neuroinflammation has been proposed to impact symptomatology in patients with schizophrenia spectrum disorders. While previous studies have shown equivocal effects of treatments with add-on anti-inflammatory drugs such as Aspirin, N-acetylcysteine and Celecoxib, none have used a subset of prospectively recruited patients exhibiting an inflammatory profile. The aim of the study is to evaluate the efficacy and safety as well as the cost-effectiveness of a treatment with 400 mg Celecoxib added to an ongoing antipsychotic treatment in patients with schizophrenia spectrum disorders exhibiting an inflammatory profile. The “Add-on Celecoxib treatment in patients with schizophrenia spectrum disorders and inflammatory cytokine profile trial (TargetFlame)” is a multicentre randomized, placebo-controlled phase III investigator-initiated clinical trial with the following two arms: patients exhibiting an inflammatory profile receiving either add-on Celecoxib 400 mg/day or add-on placebo. A total of 199 patients will be assessed for eligibility by measuring blood levels of three pro-inflammatory cytokines, and 109 patients with an inflammatory profile, i.e. inflamed, will be randomized, treated for 8 weeks and followed-up for additional four months. The primary endpoint will be changes in symptom severity as assessed by total Positive and Negative Syndrome Scale (PANSS) score changes from baseline to week 8. Secondary endpoints include various other measures of psychopathology and safety. Additional health economic analyses will be performed. TargetFlame is the first study aimed at evaluating the efficacy, safety and cost-effectiveness of the antiphlogistic agent Celecoxib in a subset of patients with schizophrenia spectrum disorders exhibiting an inflammatory profile. With TargetFlame, we intended to investigate a novel precision medicine approach towards anti-inflammatory antipsychotic treatment augmentation using drug repurposing. Clinical trial registration:http://www.drks
Published: 2023

48. Measurements of the azimuthal anisotropy of prompt and nonprompt charmonia in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV

Author: Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Lechner, Lukas, Liko, Dietrich, Mikulec, Ivan, Paulitsch, Peter, Pitters, Florian Michael, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Sonawane, Mangesh, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Kello, Tomas, Rejeb Sfar, Haifa, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Moortgat, Seth, Morton, Alexander, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Van Doninck, Walter, Vannerom, David, Clerbaux, Barbara, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Makarenko, Inna, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, Dobur, Didar, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Niedziela, Marek, Rendón, César, Roskas, Christos, Samalan, Amrutha, Skovpen, Kirill, Tytgat, Michael, Van Den Bossche, Niels, Vermassen, Basile, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Bury, Florian Joel J., Caputo, Claudio, David, Pieter, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Mondal, Kuntal, Taliercio, Angela, Tran, Tu Thong, Vischia, Pietro, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Moraes, Arthur, Rebello Teles, Patricia, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Dos Santos Sousa, Vitor, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Torres Da Silva De Araujo, Felipe, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Rodozov, Mircho, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Thakur, Shalini, Cheng, Tongguang, Javaid, Tahir, Mittal, Monika, Yuan, Li, Ahmad, Muhammad, Bauer, Gerry, Hu, Zhen, Lezki, Samet, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Kou, Hanjun, Liao, Hongbo, Liu, Zhenan, Milosevic, Vukasin, Monti, Fabio, Sharma, Ramkrishna, Tao, Junquan, Thomas-Wilsker, Joshuha, Wang, Jin, Zhang, Huaqiao, Zhao, Jingzhou, Agapitos, Antonis, An, Ying, Ban, Yong, Chen, Cheng, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Xiao, Jie, Yang, Heng, Lu, Meng, You, Zhengyun, Gao, Xuyang, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Puljak, Ivica, Antunovic, Zeljko, Kovac, Marko, Sculac, Toni, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Mishra, Saswat, Roguljic, Matej, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Kolosova, Marina, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Stepennov, Anton, Finger, Miroslav, Finger, Michael, Jr., Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Abdelalim, Ahmed Ali, Salama, Elsayed, Lotfy, Ahmad, Mahmoud, Mohammed, Bhowmik, Sandeep, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, Torben, Nandan, Saswati, Nielsen, Christine, Pata, Joosep, Raidal, Martti, Tani, Laurits, Veelken, Christian, Eerola, Paula, Kirschenmann, Henning, Osterberg, Kenneth, Voutilainen, Mikko, Bharthuar, Shudhashil, Brücken, Erik, Garcia Fuentes, Francisco Ignacio, Havukainen, Joona, Kim, Min Suk, Kinnunen, Ritva, Lampén, Tapio, Lassila-Perini, Kati, Lehti, Sami, Lindén, Tomas, Lotti, Mikko, Martikainen, Laura, Myllymäki, Mikael, Ott, Jennifer, Rantanen, Milla-maarit, Siikonen, Hannu, Tuominen, Eija, Tuominiemi, Jorma, Luukka, Panja-Riina, Petrow, Henri, Tuuva, Tuure, Amendola, Chiara, Besancon, Marc, Couderc, Fabrice, Dejardin, Marc, Denegri, Daniel, Faure, Jean-Louis, Ferri, Federico, Ganjour, Serguei, Gras, Philippe, Hamel de Monchenault, Gautier, Jarry, Patrick, Lohezic, Victor, Malcles, Julie, Rander, John, Rosowsky, André, Sahin, Mehmet Özgür, Savoy-Navarro, Aurore, Simkina, Polina, Titov, Maksym, Baldenegro Barrera, Cristian, Beaudette, Florian, Buchot Perraguin, Axel, Busson, Philippe, Cappati, Alessandra, Charlot, Claude, Damas, Florian, Davignon, Olivier, Diab, Batoul, Falmagne, Guillaume, Fontana Santos Alves, Bruno Afonso, Ghosh, Shamik, Granier de Cassagnac, Raphael, Hakimi, Alexandre, Harikrishnan, Bharadwaj, Liu, Geliang, Motta, Jona, Nguyen, Matthew, Ochando, Christophe, Portales, Louis, Salerno, Roberto, Sarkar, Uttiya, Sauvan, Jean-Baptiste, Sirois, Yves, Tarabini, Alessandro, Vernazza, Elena, Zabi, Alexandre, Zghiche, Amina, Agram, Jean-Laurent, Andrea, Jeremy, Apparu, Dylan, Bloch, Daniel, Bourgatte, Guillaume, Brom, Jean-Marie, Chabert, Eric Christian, Collard, Caroline, Darej, Douja, Goerlach, Ulrich, Grimault, Clément, Le Bihan, Anne-Catherine, Van Hove, Pierre, Beauceron, Stephanie, Blancon, Benjamin, Boudoul, Gaelle, Carle, Aurélien, Chanon, Nicolas, Choi, Jieun, Contardo, Didier, Depasse, Pierre, Dozen, Candan, El Mamouni, Houmani, Fay, Jean, Gascon, Susan, Gouzevitch, Maxime, Grenier, Gérald, Ille, Bernard, Laktineh, Imad Baptiste, Lethuillier, Morgan, Mirabito, Laurent, Perries, Stephane, Torterotot, Lucas, Vander Donckt, Muriel, Verdier, Patrice, Viret, Sébastien, Bagaturia, Iuri, Lomidze, Irakli, Tsamalaidze, Zviad, Botta, Valeria, Feld, Lutz, Klein, Katja, Lipinski, Martin, Meuser, Danilo, Pauls, Alexander, Röwert, Nicolas, Teroerde, Marius, Diekmann, Svenja, Dodonova, Alena, Eich, Niclas, Eliseev, Dmitry, Erdmann, Martin, Fackeldey, Peter, Fasanella, Daniele, Fischer, Benjamin, Hebbeker, Thomas, Hoepfner, Kerstin, Ivone, Francesco, Lee, Ming-yan, Mastrolorenzo, Luca, Merschmeyer, Markus, Meyer, Arnd, Mondal, Spandan, Mukherjee, Swagata, Noll, Dennis, Novak, Andrzej, Nowotny, Fabian, Pozdnyakov, Andrey, Rath, Yannik, Redjeb, Wahid, Reithler, Hans, Schmidt, Alexander, Schuler, Simon Christoph, Sharma, Archana, Stein, Annika, Vigilante, Lorenzo, Wiedenbeck, Sebastian, Zaleski, Shawn, Dziwok, Christian, Flügge, Günter, Haj Ahmad, Wael, Hlushchenko, Olena, Kress, Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Asmuss, Paul, Baxter, Samuel, Bayatmakou, Maryam, Behnke, Olaf, Bermúdez Martínez, Armando, Bhattacharya, Soham, Bin Anuar, Afiq Aizuddin, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Didukh, Leonid, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Grohsjean, Alexander, Guglielmi, Valentina, Guthoff, Moritz, Jafari, Abideh, Jomhari, Nur Zulaiha, Kaech, Benno, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, Mankel, Rainer, Melzer-Pellmann, Isabell-Alissandra, Mendizabal Morentin, Mikel, Metwally, Josry, Meyer, Andreas Bernhard, Milella, Gabriele, Mormile, Michele, Mussgiller, Andreas, Nürnberg, Andreas, Otarid, Younes, Pérez Adán, Danyer, Raspereza, Alexei, Ribeiro Lopes, Beatriz, Rübenach, Jonas, Saggio, Alessia, Saibel, Andrej, Savitskyi, Mykola, Scham, Moritz, Scheurer, Valerie, Schnake, Simon, Schütze, Paul, Schwanenberger, Christian, Shchedrolosiev, Mykyta, Sosa Ricardo, Rafael Eduardo, Stafford, Dominic, Tonon, Nicolas, Van De Klundert, Merijn, Vazzoler, Federico, Velyka, Anastasiia, Ventura Barroso, Ana, Walsh, Roberval, Walter, David, Wang, Qun, Wen, Yiwen, Wichmann, Katarzyna, Wiens, Lucas, Wissing, Christoph, Wuchterl, Sebastian, Yang, Yewon, Zimermmane Castro Santos, André, Albrecht, Anna, Albrecht, Steffen, Antonello, Massimiliano, Bein, Samuel, Benato, Lisa, Bonanomi, Matteo, Connor, Patrick, De Leo, Ksenia, Eich, Melanie, El Morabit, Karim, Feindt, Finn, Fröhlich, Alexander, Garbers, Christoph, Garutti, Erika, Hajheidari, Mohammadtaghi, Haller, Johannes, Hinzmann, Andreas, Jabusch, Henrik Ronald, Kasieczka, Gregor, Keicher, Philip, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Labe, Finn, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Quadfasel, Tobias, Rieger, Marcel, Rieger, Oliver, Savoiu, Daniel, Schindler, Jörg, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Sommerhalder, Manuel, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Caspart, René, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gosewisch, Jan-Ole, Gottmann, Artur, Hartmann, Frank, Horzela, Maximilian, Husemann, Ulrich, Klute, Markus, Koppenhöfer, Roland, Lintuluoto, Adelina, Maier, Stefan, Mitra, Soureek, Müller, Thomas, Neukum, Max, Oh, Minseok, Quast, Gunter, Rabbertz, Klaus, Rauser, Johann, Schnepf, Matthias, Seith, David, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wolf, Roger, Wozniewski, Sebastian, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Stakia, Anna, Diamantopoulou, Magda, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Manousakis-Katsikakis, Arkadios, Panagiotou, Apostolos, Papavergou, Ioanna, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Paraskevas Gianneios, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, Mahmod Moussa Abdelkhalek, Lökös, Sándor, Major, Péter, Mandal, Koushik, Pasztor, Gabriella, Rádl, Attila József, Surányi, Olivér, Veres, Gabor Istvan, Bartók, Márton, Bencze, Gyorgy, Hajdu, Csaba, Horvath, Dezso, Sikler, Ferenc, Veszpremi, Viktor, Beni, Noemi, Czellar, Sandor, Karancsi, János, Molnar, Jozsef, Szillasi, Zoltan, Teyssier, Daniel, Raics, Peter, Ujvari, Balazs, Csorgo, Tamas Ferenc, Nemes, Frigyes, Novak, Tamas, Babbar, Jyoti, Bansal, Sunil, Beri, Suman Bala, Bhatnagar, Vipin, Chaudhary, Geetanjali, Chauhan, Sushil, Dhingra, Nitish, Gupta, Rajat, Kaur, Amandeep, Kaur, Anureet, Kaur, Harjot, Kaur, Manjit, Kumar, Sunil, Kumari, Priyanka, Meena Meena, Sandeep, Kaur, Sheokand, Tanvi, Singh, Jasbir, Singla, Aayushi, Ahmed, Asar, Bhardwaj, Ashutosh, Choudhary, Brajesh C., Kumar, Ashok, Naimuddin, Mohammad, Ranjan, Kirti, Saumya, Saumya, Baradia, Sweta, Barman, Soumyadip, Bhattacharya, Satyaki, Bhowmik, Debabrata, Dutta, Shubham, Dutta, Suchandra, Gomber, Bhawna, Maity, Manas, Palit, Pritam, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Behera, Prafulla Kumar, Behera, Subash Chandra, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Alibordi Muhammad, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Tiwari, Praveen Chandra, Verma, Sadhana, Naskar, Kousik, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Banerjee, Sudeshna, Chudasama, Ruchi, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Das, Aloke Kumar, Kar, Chandiprasad, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Nayak, Aruna, Saha, Prafulla, Swain, Sanjay Kumar, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Ince, Merve, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Bardelli, Giulio, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Seidita, Roberto, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Mulargia, Roberto, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Buontempo, Salvatore, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Azzi, Patrizia, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Carlin, Roberto, Checchia, Paolo, Dorigo, Tommaso, Gasparini, Fabrizio, Gasparini, Ugo, Gozzelino, Andrea, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Meneguzzo, Anna Teresa, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Simonetto, Franco, Strong, Giles, Tosi, Mia, Hevjin Yarar, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Zumerle, Gianni, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Di Domenico, Maria Rosaria, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Mandorli, Giulio, Matos Figueiredo, Diego, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Negin Shafiei, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Grippo, Michael, Kiani, Bilal, Legger, Federica, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteil, Ennio, Monteno, Marco, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, Vagnerini, Antonio, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Da Rold, Alessandro, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Sekmen, Sezen, Yang, Yu Chul, Bak, Gyeonghwan, Gwak, Piljun, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Yonghoon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Pikurs, Guntis, Seidel, Markus, Veckalns, Viesturs, Ambrozas, Marijus, Carvalho Antunes De Oliveira, Alexandra, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Shoaib, Muhammad, Waqas, Muhammad, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Araujo, Mariana, Bargassa, Pedrame, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Dordevic, Milos, Milenovic, Predrag, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Álvarez Fernández, Adrian, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Carrillo Montoya, Camilo Andres, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, García Alonso, Andrea, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Ruiz-Jimeno, Alberto, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G.D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Alimena, Juliette, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Baillon, Paul, Barney, David, Bendavid, Joshua, Bianco, Michele, Bilin, Bugra, Bocci, Andrea, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, Chhibra, Simranjit Singh, Choudhury, Somnath, Cipriani, Marco, Cristella, Leonardo, D'Enterria, David, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Dünser, Marc, Dupont, Niels, Fallavollita, Francesco, Florent, Alice, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Ghosh, Saranya, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Govorkova, Ekaterina, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kaspar, Jan, Kieseler, Jan, Kratochwil, Nicolaus, Laurila, Santeri, Lecoq, Paul, Leutgeb, Elias, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Moortgat, Filip, Mulders, Martijn, Orfanelli, Styliani, Orsini, Luciano, Pantaleo, Felice, Perez, Emmanuel, Peruzzi, Marco, Petrilli, Achille, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Piparo, Danilo, Pitt, Michael, Qu, Huilin, Quast, Thorben, Rabady, Dinyar, Racz, Attila, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Salfeld-Nebgen, Jakob, Scarfi, Simone, Selvaggi, Michele, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Summers, Sioni, Tatar, Kaya, Tavolaro, Vittorio Raoul, Treille, Daniel, Tropea, Paola, Tsirou, Andromachi, Wanczyk, Joanna, Wozniak, Kinga Anna, Zeuner, Wolfram Dietrich, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Berger, Pirmin, Calandri, Alessandro, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Gómez Espinosa, Tirso Alejandro, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Nessi-Tedaldi, Francesca, Niedziela, Jeremi, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Cormier, Kyle, De Wit, Adinda, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Rout, Prasant Kumar, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Cheng, Huajie, Hou, George Wei-Shu, Khurana, Raman, Kole, Gouranga, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Steen, Arnaud, Wu, Hsin-yeh, Yazgan, Efe, Yu, Pei-rong, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Simsek, Ali Eren, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Karapinar, Guler, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Simsek, Cagdas, Sunar 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Mathew, Lu, Nan, Mao, Jiajing, Newman, Harvey B., Nguyen, Thong, Spiropulu, Maria, Vlimant, Jean-Roch, Wang, Christina, Xie, Si, Zhu, Ren-Yuan, Alison, John, An, Sitong, Andrews, Michael Benjamin, Bryant, Patrick, Ferguson, Thomas, Harilal, Abhirami, Liu, Chuyuan, Mudholkar, Tanmay, Murthy, Sindhu, Paulini, Manfred, Roberts, Andrew, Sanchez, Alejandro, Terrill, Wesley, Cumalat, John Perry, Ford, William T., Hassani, Abbas, Karathanasis, George, MacDonald, Emily, Marini, Filippo, Perloff, Alexx, Savard, Claire, Schonbeck, Nicolas, Stenson, Kevin, Ulmer, Keith, Wagner, Stephen Robert, Zipper, Noah, Alexander, James, Bright-Thonney, Samuel, Chen, Xuan, Cranshaw, Derek James, Fan, Jason, Fan, Xingchen, Gadkari, Divya, Hogan, Shaun, Monroy, Jose, Patterson, Juliet Ritchie, Quach, Dan, Reichert, Joseph, Reid, Michael, Ryd, Anders, Thom, Julia, Wittich, Peter, Zou, Rui, Albrow, Michael, Alyari, Maral, Apollinari, Giorgio, Apresyan, Artur, Bauerdick, Lothar A.T., Berry, Douglas, Berryhill, Jeffrey, Bhat, Pushpalatha C., Burkett, Kevin, Butler, Joel Nathan, Canepa, Anadi, Cerati, Giuseppe Benedetto, Cheung, Harry, Chlebana, Frank, Di Petrillo, Karri Folan, Dickinson, Jennet, Elvira, Victor Daniel, Feng, Yongbin, Freeman, Jim, Gandrakota, Abhijith, Gecse, Zoltan, Gray, Lindsey, Green, Dan, Grünendahl, Stefan, Guerrero, Daniel, Gutsche, Oliver, Harris, Robert M., Heller, Ryan, Herwig, Theodor Christian, Hirschauer, James, Horyn, Lesya, Jayatilaka, Bodhitha, Jindariani, Sergo, Johnson, Marvin, Joshi, Umesh, Klijnsma, Thomas, Klima, Boaz, Kwok, Ka Hei Martin, Lammel, Stephan, Lincoln, Don, Lipton, Ron, Liu, Tiehui, Madrid, Christopher, Maeshima, Kaori, Mantilla, Cristina, Mason, David, McBride, Patricia, Merkel, Petra, Mrenna, Stephen, Nahn, Steve, Ngadiuba, Jennifer, Noonan, Daniel, Papadimitriou, Vaia, Pastika, Nathaniel, Pedro, Kevin, Pena, Cristian, Ravera, Fabio, Reinsvold Hall, Allison, Ristori, Luciano, Sexton-Kennedy, Elizabeth, Smith, Nicholas, Soha, Aron, Spiegel, Leonard, Strait, James, Taylor, Lucas, Tkaczyk, Slawek, Tran, Nhan Viet, Uplegger, Lorenzo, Vaandering, Eric Wayne, Zoi, Irene, Avery, Paul, Bourilkov, Dimitri, Cadamuro, Luca, Cherepanov, Vladimir, Field, Richard D., Kim, Mugeon, Koenig, Evan, Konigsberg, Jacobo, Korytov, Andrey, Kuznetsova, Ekaterina, Lo, Kin Ho, Matchev, Konstantin, Menendez, Nicholas, Mitselmakher, Guenakh, Muthirakalayil Madhu, Arun, Rawal, Neha, Rosenzweig, Daniel, Rosenzweig, Suzanne, Shi, Kun, Wang, Jian, Wu, Zhenbin, Adams, Todd, Askew, Andrew, Habibullah, Redwan, Hagopian, Vasken, Kolberg, Ted, Martinez, German, Prosper, Harrison, Viazlo, Oleksandr, Wulansatiti, Meutia, Yohay, Rachel, Zhang, Jingyu, Baarmand, Marc M., Butalla, Stephen, Elkafrawy, Tamer, Hohlmann, Marcus, Kumar Verma, Ravindra, Rahmani, Mehdi, Yumiceva, Francisco, Adams, Mark Raymond, Becerril Gonzalez, Hugo, Cavanaugh, Richard, Dittmer, Susan, Evdokimov, Olga, Gerber, Cecilia Elena, Hofman, David Jonathan, De Souza Lemos, Dener, Merritt, Anna Henckel, Mills, Corrinne, Nandu, Shirsendu, Oh, Geonhee, Roy, Titas, Rudrabhatla, Sahithi, Tonjes, Marguerite, Varelas, Nikos, Wang, Xiao, Ye, Zhenyu, Yoo, Jieun, Alhusseini, Mohammad, Dilsiz, Kamuran, Emediato, Luiz, Gandrajula, Reddy Pratap, Karaman, Gurkan, Köseyan, Ohannes Kamer, Merlo, Jean-Pierre, Mestvirishvili, Alexi, Nachtman, Jane, Neogi, Orgho, Ogul, Hasan, Onel, Yasar, Penzo, Aldo, Snyder, Christina, Tiras, Emrah, Amram, Oz, Blumenfeld, Barry, Corcodilos, Lucas, Davis, Jeffrey, Gritsan, Andrei, Kyriacou, Savvas, Maksimovic, Petar, Roskes, Jeffrey, Sekhar, Sanjana, Swartz, Morris, Vámi, Tamás Álmos, Abreu, Andrés, Alcerro Alcerro, Luis Fernando, Anguiano, Justin, Baringer, Philip, Bean, Alice, Flowers, Zachary, Isidori, Tommaso, King, Jack, Krintiras, Georgios, Lazarovits, Margaret, Le Mahieu, Cole, Lindsey, Cole, Marquez, Juan, Minafra, Nicola, Murray, Michael, Matthew Nickel, Rogan, Christopher, Royon, Christophe, Salvatico, Riccardo, Sanders, Stephen, Smith, Caleb, Wang, Quan, Williams, Justin, Wilson, Graham, Allmond, Braden, Duric, Senka, Ivanov, Andrew, Kaadze, Ketino, Kim, Doyeong, Maravin, Yurii, Mitchell, Tyler, Modak, Atanu, Nam, Kyungwook, Roy, Dennis, Rebassoo, Finn, Wright, Douglas, Adams, Eric, Baden, Drew, Baron, Owen, Belloni, Alberto, Bethani, Agni, Eno, Sarah Catherine, Hadley, Nicholas John, Jabeen, Shabnam, Kellogg, Richard G., Koeth, Timothy, Lai, Yihui, Lascio, Samuel, Mignerey, Alice, Nabili, Sara, Palmer, Christopher, Papageorgakis, Christos, Wang, Long, Wong, Kak, Abercrombie, Daniel, Busza, Wit, Cali, Ivan Amos, Chen, Yi, D'Alfonso, Mariarosaria, Eysermans, Jan, Freer, Chad, Gomez Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip, Hu, Miao, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Yen-Jie, Long, Kenneth, Mironov, Camelia, Paus, Christoph, Rankin, Dylan, Roland, Christof, Roland, Gunther, Shi, Zhaozhong, Stephans, George, Wang, Jing, Wang, Zhangqier, Wyslouch, Bolek, Yang, Tianyu, Chatterjee, Rajdeep Mohan, Crossman, Bryan, Evans, Andrew, Hiltbrand, Joshua, Joshi, Bhargav Madhusudan, Kapsiak, Charles, Krohn, Michael, Kubota, Yuichi, Mans, Jeremy, Revering, Michael, Rusack, Roger, Saradhy, Rohith, Schroeder, Neil, Strobbe, Nadja, Wadud, Mohammad Abrar, Cremaldi, Lucien Marcus, Bloom, Kenneth, Bryson, Miranda, Claes, Daniel R., Fangmeier, Caleb, Finco, Linda, Golf, Frank, Joo, Changwoo, Kamalieddin, Rami, Kravchenko, Ilya, Reed, Ian, Siado, Joaquin Emilo, Snow, Gregory R., Tabb, William, Wightman, Andrew, Yan, Furong, Zecchinelli, Angelo Giacomo, Agarwal, Garvita, Bandyopadhyay, Hirak, Hay, Lauren, Iashvili, Ia, Kharchilava, Avto, McLean, Christine, Morris, Margaret, Nguyen, Duong, Pekkanen, Juska, Rappoccio, Salvatore, Williams, Ac, Alverson, George, Barberis, Emanuela, Haddad, Yacine, Han, Yixiao, Krishna, Amrutha, Li, Jingyan, Lidrych, Jindrich, Madigan, Gabriel, Marzocchi, Badder, Morse, David Michael, Nguyen, Vivan, Orimoto, Toyoko, Parker, Ashley, Skinnari, Louise, Tishelman-Charny, Abraham, Wamorkar, Tanvi, Wang, Bingran, Wisecarver, Andrew, Wood, Darien, Bhattacharya, Saptaparna, Bueghly, James, Chen, Ziheng, Gilbert, Andrew, Hahn, Kristan Allan, Liu, Yihan, Odell, Nathaniel, Schmitt, Michael Henry, Velasco, Mayda, Band, Reyer, Bucci, Rachael, Cremonesi, Matteo, Das, Abhishek, Goldouzian, Reza, Hildreth, Michael, Hurtado Anampa, Kenyi, Jessop, Colin, Lannon, Kevin, Lawrence, John, Loukas, Nikitas, Lutton, Dylan, Mariano, Joseph, Marinelli, Nancy, Mcalister, Ian, McCauley, Thomas, Mcgrady, Christopher, Mohrman, Kelci, Moore, Connor, Musienko, Yuri, Ruchti, Randy, Townsend, Austin, Wayne, Mitchell, Yockey, Henry, Zarucki, Mateusz, Zygala, Lara, Bylsma, Ben, Carrigan, Michael, Durkin, Lloyd Stanley, Francis, Brian, Hill, Christopher, Joyce, Matthew, Lesauvage, Antoine, Nunez Ornelas, Martha, Wei, Kai, Winer, Brian L., Yates, Brent, Addesa, Francesca Maria, Das, Pallabi, Dezoort, Gage, Elmer, Peter, Frankenthal, Andre, Greenberg, Bennett, Haubrich, Nicholas, Higginbotham, Samuel, Kalogeropoulos, Alexis, Kopp, Gillian, Kwan, Stephanie, Lange, David, Marlow, Daniel, Mei, Kelvin, Ojalvo, Isabel, Olsen, James, Stickland, David, Tully, Christopher, Malik, Sudhir, Norberg, Scarlet, Bakshi, Amandeep Singh, Barnes, Virgil E., Chawla, Ridhi, Das, Souvik, Gutay, Laszlo, Jones, Matthew, Jung, Andreas Werner, Kondratyev, Dmitry, Koshy, Abraham Mathew, Liu, Miaoyuan, Negro, Giulia, Neumeister, Norbert, Paspalaki, Garyfallia, Piperov, Stefan, Purohit, Arnab, Schulte, Jan-Frederik, Stojanovic, Milan, Thieman, Jason, Wang, Fuqiang, Xiao, Rui, Xie, Wei, Dolen, James, Parashar, Neeti, Acosta, Darin, Baty, Austin, Carnahan, Taylor, Decaro, Matthew, Dildick, Sven, Ecklund, Karl Matthew, Fernández Manteca, Pedro José, Freed, Sarah, Gardner, Parker, Geurts, Frank J.M., Kumar, Arun, Li, Wei, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Shi, Wei, Yang, Shuai, Yigitbasi, Efe, Zhang, Liuyao, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Ferbel, Thomas, Galanti, Mario, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Ranken, Evan, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Osherson, Marc, Routray, Hardik, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Wang, Hui, Acharya, Himal, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Nibigira, Emery, Spanier, Stefan, Bouhali, Othmane, Dalchenko, Mykhailo, Delgado, Andrea, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Lamichhane, Kamal, Lee, Sung Won, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Cummings, Grace, Hakala, John, Hirosky, Robert, Ledovskoy, Alexander, Ang Li, Neu, Christopher, Perez Lara, Carlos Eugenio, Tannenwald, Benjamin, Karchin, Paul Edmund, Poudyal, Nabin, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loeliger, Andrew, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Chekhovsky, Vladimir, Chistov, Ruslan, Demiyanov, Andrey, Dermenev, Alexander, Dimova, Tatyana, Dremin, Igor, Epshteyn, Vladimir, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Gribushin, Andrey, Ivantchenko, Vladimir, Ivanov, Yury, Kachanov, Vassili, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Khein, Lev, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Kodolova, Olga, Konstantinov, Dmitri, Korenkov, Vladimir, Korotkikh, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Lanev, Alexander, Levchenko, Petr, Litomin, Aliaksandr, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Oskin, Andrei, Ovtin, Ivan, Palichik, Vladimir, Parygin, Pavel, Perelygin, Victor, Petrushanko, Sergey, Polikarpov, Sergey, Popov, Vladimir, Popova, Elena, Radchenko, Olesia, Savina, Maria, Savrin, Viktor, Selivanova, Daria, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Snigirev, Alexander, Sosnov, Dmitry, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toms, Maria, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Vardanyan, Irina, Vlasov, Evgueni, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, and Zhokin, Alexander
Subjects: Nuclear Physics - Experiment
Abstract: The second-order ($ v_{2} $) and third-order ($ v_{3} $) Fourier coefficients describing the azimuthal anisotropy of prompt and nonprompt (from b-hadron decays) J/$\psi$, as well as prompt $ \psi $(2S) mesons are measured in lead-lead collisions at a center-of-mass energy per nucleon pair of $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV. The analysis uses a data set corresponding to an integrated luminosity of 1.61 nb$^{-1}$ recorded with the CMS detector. The J/$\psi$ and $ \psi $(2S) mesons are reconstructed using their dimuon decay channel. The $ v_{2} $ and $ v_{3} $ coefficients are extracted using the scalar product method and studied as functions of meson transverse momentum and collision centrality. The measured $ v_{2} $ values for prompt J/$\psi$ mesons are found to be larger than those for nonprompt J/$\psi$ mesons. The prompt $ \mathrm{J}/\psi v_{2} $ values at high $ p_{\mathrm{T}} $ are found to be underpredicted by a model incorporating only parton energy loss effects in a quark-gluon plasma medium. Prompt and nonprompt J/$\psi$ meson $ v_{3} $ and prompt $ \psi $(2S) $ v_{2} $ and $ v_{3} $ values are also reported for the first time, providing new information about heavy quark interactions in the hot and dense medium created in heavy ion collisions. The second-order ($v_2$) and third-order ($v_3$) Fourier coefficients describing the azimuthal anisotropy of prompt and nonprompt (from b-hadron decays) J/$\psi$, as well as prompt $\psi$(2S) mesons are measured in lead-lead collisions at a center-of-mass energy per nucleon pair of $\sqrt{s_\mathrm{NN}}$ = 5.02 TeV. The analysis uses a data set corresponding to an integrated luminosity of 1.61 nb$^{-1}$ recorded with the CMS detector. The J/$\psi$ and $\psi$(2S) mesons are reconstructed using their dimuon decay channel. The $v_2$ and $v_3$ coefficients are extracted using the scalar product method and studied as functions of meson transverse momentum and collision centrality. The measured $v_2$ values for prompt J/$\psi$ mesons are found to be larger than those for nonprompt J/$\psi$ mesons. The prompt J/$\psi$$v_2$ values at high $p_\mathrm{T}$ are found to be underpredicted by a model incorporating only parton energy loss effects in a quark-gluon plasma medium. Prompt and nonprompt J/$\psi$ meson $v_3$ and prompt $\psi$(2S) $v_2$ and $v_3$ values are also reported for the first time, providing new information about heavy quark interactions in the hot and dense medium created in heavy ion collisions.
Published: 2023

49. Observation of four top quark production in proton-proton collisions at $ \sqrt{s}= $ 13 TeV

Author: Hayrapetyan, Aram, Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Liko, Dietrich, Mikulec, Ivan, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Sonawane, Mangesh, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, Dansana, Soumya, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Makarenko, Inna, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Tytgat, Michael, Van Putte, Senne, Vannerom, David, Clerbaux, Barbara, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Khalilzadeh, Ali, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, De Coen, Maarten, Dobur, Didar, Hong, Yanwen, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Rendón, César, Samalan, Amrutha, Skovpen, Kirill, Van Den Bossche, Niels, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Caputo, Claudio, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Lidrych, Jindrich, Mastrapasqua, Paola, Mondal, Kuntal, Tran, Tu Thong, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Menezes De Oliveira, Thales, Moraes, Arthur, Rebello Teles, Patricia, Soeiro, Mariana, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Orzari, Breno, Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Keshri, Sumit, Thakur, Shalini, Cheng, Tongguang, Guo, Qianying, Javaid, Tahir, Mittal, Monika, Yuan, Li, Bauer, Gerry, Hu, Zhen, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Liao, Hongbo, Liu, Zhenan, Monti, Fabio, Shahzad, Muhammad Aamir, Sharma, Ramkrishna, Song, Jia-ning, Tao, Junquan, Wang, Chu, Wang, Jin, Wang, Zebing, Zhang, Huaqiao, Agapitos, Antonis, Ban, Yong, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Yang, Heng, Zhou, Chen, You, Zhengyun, Lu, Nan, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Reyes Vega, Jose Antonio, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Sculac, Ana, Kovac, Marko, Sculac, Toni, Bargassa, Pedrame, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Mishra, Saswat, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Stepennov, Anton, Finger, Miroslav, Finger, Michael, Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Abdelalim, Ahmed Ali, Salama, Elsayed, Lotfy, Ahmad, Mahmoud, Mohammed, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, 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Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Alimena, Juliette, Amoroso, Simone, An, Ying, Baxter, Samuel, Bayatmakou, Maryam, Becerril Gonzalez, Hugo, Behnke, Olaf, Belvedere, Alberto, Bhattacharya, Soham, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Guglielmi, Valentina, Guthoff, Moritz, Hinzmann, Andreas, Jafari, Abideh, Jeppe, Laurids, Jomhari, Nur Zulaiha, Kaech, Benno, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, Mankel, Rainer, Melzer-Pellmann, Isabell-Alissandra, Mendizabal 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Gregor, Keicher, Philip, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Labe, Finn, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Quadfasel, Tobias, Raciti, Bianca, Rieger, Marcel, Savoiu, Daniel, Schindler, Jörg, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Sommerhalder, Manuel, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gottmann, Artur, Hartmann, Frank, Hofsaess, Robin, Horzela, Maximilian, Husemann, Ulrich, Klute, Markus, Koppenhöfer, Roland, Link, Marco, Lintuluoto, Adelina, Maier, Stefan, Mitra, Soureek, Mormile, Michele, Müller, Thomas, Neukum, Max, Oh, Minseok, Quast, Gunter, Rabbertz, Klaus, Regnery, Brendan, Shadskiy, Nikita, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wittig, Florian, Wolf, Roger, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Papadopoulos, Alkiviadis, Stakia, Anna, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Melachroinos, Georgios, Panagiotou, Apostolos, Papavergou, Ioanna, Paraskevas, Ioannis, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Karapostoli, Georgia, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Siamarkou, Eirini, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Gianneios, Paraskevas, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, Mahmod Moussa Abdelkhalek, Kadlecsik, Ármin, Major, Péter, Mandal, Koushik, Pasztor, Gabriella, Rádl, Attila József, Veres, Gabor Istvan, Bartók, Márton, Hajdu, Csaba, Horvath, Dezso, Sikler, Ferenc, Veszpremi, Viktor, Raics, Peter, Ujvari, Balazs, Zilizi, Gyula, Bencze, Gyorgy, Czellar, Sandor, Karancsi, János, Molnar, Jozsef, Szillasi, Zoltan, Csorgo, Tamas Ferenc, Nemes, Frigyes, Novak, Tamas, Babbar, Jyoti, Bansal, Sunil, Beri, Suman Bala, Bhatnagar, Vipin, Chaudhary, Geetanjali, Chauhan, Sushil, Dhingra, Nitish, Gupta, Rajat, Kaur, Amandeep, Kaur, Anureet, Kaur, Harjot, Kaur, Manjit, Kumar, Sunil, Kumari, Priyanka, Meena, Meena, Sandeep, Kaur, Sheokand, Tanvi, Singh, Jasbir, Singla, Aayushi, Ahmed, Asar, Bhardwaj, Ashutosh, Chhetri, Arjun, Choudhary, Brajesh C., Kumar, Ashok, Naimuddin, Mohammad, Ranjan, Kirti, Saumya, Saumya, Acharya, Shriniketan, Baradia, Sweta, Barman, Soumyadip, Bhattacharya, Satyaki, Bhowmik, Debabrata, Dutta, Shubham, Dutta, Suchandra, Gomber, Bhawna, Palit, Pritam, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Ameen, Mohammad Mobassir, Behera, Prafulla Kumar, Behera, Subash Chandra, Chatterjee, Sayan, Jana, Pranati, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Saha, Nihar Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Verma, Sadhana, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Bala, Anirban, Banerjee, Sudeshna, Chatterjee, Rajdeep Mohan, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Das, Aloke Kumar, Kar, Chandiprasad, Maity, Dipak, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Naskar, Kousik, Nayak, Aruna, Sadangi, Priyanka, Saha, Prafulla, Swain, Sanjay Kumar, Varghese, Sanu, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Colaleo, Anna, Creanza, Donato, D` Anzi, Brunella, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Fiore, Luigi, Iaselli, Giuseppe, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramirez-Sanchez, Gabriel, Ramos, Dayron, Ranieri, Antonio, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Zaza, Angela, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Diotalevi, Tommaso, Fabbri, 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Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Cunqueiro Mendez, Leticia, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Errico, Filippo, Longo, Egidio, Meridiani, Paolo, Mijuskovic, Jelena, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Finco, Linda, Grippo, Michael, Kiani, Bilal, Legger, Federica, Luongo, Fabio, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteno, Marco, Mulargia, Roberto, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, 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Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Park, Inkyu, Roh, Youn, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Gaile, Antra, Pikurs, Guntis, Potrebko, Andris, Seidel, Markus, Veckalns, Viesturs, Strautnieks, Normunds Ralfs, Ambrozas, Marijus, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, De La Cruz-Burelo, Eduard, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Ramírez García, Mateo, Bautista, Irais, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Raicevic, Natasa, Butler, Philip H., Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Hoorani, Hafeez R., Khan, Wajid Ali, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Muhammad, Alibordi, Araujo, Mariana, Bastos, Diogo, Beirão Da Cruz E Silva, Cristóvão, Boletti, Alessio, Bozzo, Marco, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Petrilli, Achille, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Milenovic, Predrag, Dordevic, Milos, Milosevic, Jovan, Rekovic, Vladimir, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Morcillo Perez, Cecilia Maria, Navarro Tobar, Álvaro, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Vischia, Pietro, Blanco Fernández, Sergio, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Navarrete Ramos, Efren, Piedra Gomez, Jonatan, Prieels, Cédric, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G. D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Amendola, Chiara, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Barney, David, Bermúdez Martínez, Armando, Bianco, Michele, Bilin, Bugra, Bin Anuar, Afiq Aizuddin, Bocci, Andrea, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, D'Enterria, David, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Fallavollita, Francesco, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kieseler, Jan, Laurila, Santeri, Lecoq, Paul, Leutgeb, Elias, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Milosevic, Vukasin, Moortgat, Filip, Mulders, Martijn, Orfanelli, Styliani, Pantaleo, Felice, Peruzzi, Marco, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Piparo, Danilo, Qu, Huilin, Rabady, Dinyar, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Scarfi, Simone, Selvaggi, Michele, Shchelina, Ksenia, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Steen, Arnaud, Summers, Sioni, Treille, Daniel, Tropea, Paola, Tsirou, Andromachi, Walter, David, Wanczyk, Joanna, Wozniak, Kinga Anna, Zehetner, Philipp, Zejdl, Petr, Zeuner, Wolfram Dietrich, Bevilacqua, Tiziano, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Calandri, Alessandro, Cazzaniga, Cesare, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchegiani, Matteo, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Nessi-Tedaldi, Francesca, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Seidita, Roberto, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Cormier, Kyle, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Rout, Prasant Kumar, Tiwari, Praveen Chandra, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Chen, Zheng-gang, Hou, George Wei-Shu, Hsu, Ting-hsiang, Kao, Yu-wei, Khurana, Raman, Kole, Gouranga, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Su, Xing-fu, Thomas-Wilsker, Joshuha, Wu, Hsin-yeh, Yazgan, Efe, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Wachirapusitanand, Vichayanun, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Epshteyn, Vladimir, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Potok, Onur, Sert, Hale, Simsek, Cagdas, Sunar Cerci, Deniz, Zorbilmez, Caglar, Boyaryntsev, Andriy, Grynyov, Boris, Levchuk, Leonid, Anthony, David, Brooke, James John, Bundock, Aaron, Bury, Florian Joel J., Clement, Emyr, Cussans, David, Flacher, Henning, Glowacki, Maciej, Goldstein, Joel, Heath, Helen F., Kreczko, Lukasz, Krikler, Benjamin, Paramesvaran, Sudarshan, Seif El Nasr-Storey, Sarah, Smith, Vincent J., Stylianou, Nicolas, Walkingshaw Pass, Katie, White, Robert, Ball, Austin, Bell, Ken W., Belyaev, Alexander, Brew, Christopher, Brown, Robert M., Cockerill, David J. A., Cooke, Charlotte, Ellis, Katherine Victoria, Harder, Kristian, Harper, Sam, Holmberg, Mei-li, Jain, Shilpi, Linacre, Jacob, Manolopoulos, Konstantinos, Newbold, Dave M., Olaiya, Emmanuel, Petyt, David, Reis, Thomas, Salvi, Giovanna, Schuh, Thomas, Shepherd-Themistocleous, Claire, Tomalin, Ian R., Williams, Thomas, Bainbridge, Robert, Bloch, Philippe, Brown, Christopher Edward, Buchmuller, Oliver, Cacchio, Vincenzo, Carrillo Montoya, Camilo Andres, Chahal, Gurpreet Singh, Colling, David, Dancu, Julia Suzana, Dauncey, Paul, Davies, Gavin, Davies, Joe, Della Negra, Michel, Fayer, Simon, Fedi, Giacomo, Hall, Geoffrey, Hassanshahi, Mohammad Hassan, Howard, Alexander, Iles, Gregory, Knight, Matthew, Langford, Jonathon, Lyons, Louis, Magnan, Anne-Marie, Malik, Sarah, Martelli, Arabella, Mieskolainen, Mikael, Nash, Jordan, Pesaresi, Mark, Radburn-Smith, Benjamin Charles, Richards, Alexander, Rose, Andrew, Seez, Christopher, Shukla, Raghunandan, Tapper, Alexander, Uchida, Kirika, Uttley, George Peter, Vage, Liv Helen, Virdee, Tejinder, Vojinovic, Milos, Wardle, Nicholas, Winterbottom, Daniel, Coldham, Kathryn, Cole, Joanne, Khan, Akram, Kyberd, Paul, Reid, Ivan, Abdullin, Salavat, Brinkerhoff, Andrew, Caraway, Bryan, Dittmann, Jay, Hatakeyama, Kenichi, Hiltbrand, Joshua, Kanuganti, Ankush Reddy, McMaster, Brooks, Saunders, Mark, Sawant, Siddhesh, Sutantawibul, Chosila, Toms, Maria, Wilson, Jonathan, Bartek, Rachel, Dominguez, Aaron, Huerta Escamilla, Conett, Simsek, Ali Eren, Uniyal, Rishabh, Vargas Hernandez, Andres Mateus, Chudasama, Ruchi, Cooper, Seth, Gleyzer, Sergei V., Perez, Cilicia Uzziel, Rumerio, Paolo, Usai, Emanuele, West, Christopher, Yi, Ruole, Akpinar, Alp, Albert, Andreas, Arcaro, Daniel, Cosby, Christopher, Demiragli, Zeynep, Erice, Carlos, Fontanesi, Elisa, Gastler, Daniel, Jeon, Sihyun, Rohlf, James, Salyer, Kaitlin, Sperka, David, Spitzbart, Daniel, Suarez, Indara, Tsatsos, Anna, Yuan, Siqi, Benelli, Gabriele, Coubez, Xavier, Cutts, David, Hadley, Mary, Heintz, Ulrich, Hogan, Julie Managan, Kwon, Taeun, Landsberg, Greg, Lau, Ka Tung, Li, Daniel, Luo, Jingyu, Mondal, Spandan, Narain, Meenakshi, Pervan, Nikolas, Sagir, Sinan, Simpson, Farrah, Stamenkovic, Marko, Wong, Wing Yan, Yan, Xuli, Zhang, Wenyu, Abbott, Mark Samuel, Bonilla, Johan, Brainerd, Christopher, Breedon, Richard, Calderon De La Barca Sanchez, Manuel, Chertok, Maxwell, Citron, Matthew, Conway, John, Cox, Peter Timothy, Erbacher, Robin, Haza, Grace, Jensen, Frank, Kukral, Ota, Mocellin, Giovanni, Mulhearn, Michael, Pellett, Dave, Wei, Wei, Yao, Yao, Zhang, Fengwangdong, Bachtis, Michail, Cousins, Robert, Datta, Abhisek, Hauser, Jay, Ignatenko, Mikhail, Iqbal, Muhammad Ansar, Lam, Tyler, Manca, Elisabetta, Nash, William Arthur, Saltzberg, David, Stone, Brent, Valuev, Vyacheslav, Clare, Robert, Gordon, Michael, Hanson, Gail, Si, Weinan, Wimpenny, Stephen, Branson, James G., Cittolin, Sergio, Cooperstein, Stephane, Diaz, Daniel, Duarte, Javier, Gerosa, Raffaele, Giannini, Leonardo, Guiang, Jonathan, Kansal, Raghav, Krutelyov, Vyacheslav, Lee, Robert, Letts, James, Masciovecchio, Mario, Mokhtar, Farouk, Pieri, Marco, Quinnan, Melissa, Sathia Narayanan, Balaji Venkat, Sharma, Vivek, Tadel, Matevz, Vourliotis, Emmanouil, Würthwein, Frank, Xiang, Yifan, Yagil, Avraham, Barzdukas, Anders, Brennan, Liam, Campagnari, Claudio, Collura, Giulia, Dorsett, Alex, Incandela, Joe, Kilpatrick, Matthew, Kim, Jaebak, Li, Amina Jinzi, Masterson, Phillip, Mei, Hualin, Oshiro, Michael, Richman, Jeffrey, Sarica, Ulascan, Schmitz, Ryan, Setti, Francesco, Sheplock, James, Stuart, David, Wang, Sicheng, Bornheim, Adolf, Cerri, Olmo, Latorre, Anthony, Lawhorn, Jay Mathew, Mao, Jiajing, Newman, Harvey B., Nguyen, Thong, Spiropulu, Maria, Vlimant, Jean-Roch, Wang, Christina, Xie, Si, Zhu, Ren-Yuan, Alison, John, An, Sitong, Andrews, Michael Benjamin, Bryant, Patrick, Dutta, Valentina, Ferguson, Thomas, Harilal, Abhirami, Liu, Chuyuan, Mudholkar, Tanmay, Murthy, Sindhu, Paulini, Manfred, Roberts, Andrew, Sanchez, Alejandro, Terrill, Wesley, Cumalat, John Perry, Ford, William T., Hassani, Abbas, Karathanasis, George, MacDonald, Emily, Manganelli, Nicholas, Marini, Filippo, Perloff, Alexx, Savard, Claire, Schonbeck, Nicolas, Stenson, Kevin, Ulmer, Keith, Wagner, Stephen Robert, Zipper, Noah, Alexander, James, Bright-Thonney, Samuel, Chen, Xuan, Cranshaw, Derek James, Fan, Jason, Fan, Xingchen, Gadkari, Divya, Hogan, Shaun, Monroy, Jose, Patterson, Juliet Ritchie, Reichert, Joseph, Reid, Michael, Ryd, Anders, Thom, Julia, Wittich, Peter, Zou, Rui, Albrow, Michael, Alyari, Maral, Amram, Oz, Apollinari, Giorgio, Apresyan, Artur, Bauerdick, Lothar A. 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Austin, Carnahan, Taylor, Dildick, Sven, Ecklund, Karl Matthew, Fernández Manteca, Pedro José, Freed, Sarah, Gardner, Parker, Geurts, Frank J. M., Kumar, Arun, Li, Wei, Miguel Colin, Osvaldo, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Yigitbasi, Efe, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Parygin, Pavel, Popova, Elena, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Routray, Hardik, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Vora, Jay, Wang, Hui, Acharya, Himal, Ally, Daniel, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Karunarathna, Nimmitha, Lee, Lawrence, Nibigira, Emery, Spanier, Stefan, Aebi, Devin, Ahmad, Muhammad, Bouhali, Othmane, Dalchenko, Mykhailo, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Hussain, Adil, Kazhykarim, Yelbir, Lamichhane, Kamal, Lee, Sung Won, Mankel, Aaron, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Kunnawalkam Elayavalli, Raghav, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Hakala, John, Hirosky, Robert, Ledovskoy, Alexander, Li, Ang, Neu, Christopher, Perez Lara, Carlos Eugenio, Karchin, Paul Edmund, Aravind, Anagha, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Warden, Abigail, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Bunichev, Viacheslav, Chekhovsky, Vladimir, Chistov, Ruslan, Danilov, Mikhail, Dermenev, Alexander, Dimova, Tatyana, Druzhkin, Dmitry, Dubinin, Mikhail, Dudko, Lev, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Ivanov, Yury, Kachanov, Vassili, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Klyukhin, Vyacheslav, Konstantinov, Dmitri, Korenkov, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Lanev, Alexander, Levchenko, Petr, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Oreshkin, Vadim, Palichik, Vladimir, Perelygin, Victor, Perfilov, Maxim, Petrushanko, Sergey, Polikarpov, Sergey, Popov, Vladimir, Radchenko, Olesia, Savina, Maria, Savrin, Viktor, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Snigirev, Alexander, Sosnov, Dmitry, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Volkov, Petr, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, Zhokin, Alexander, and CMS Collaboration
Subjects: electron, p p: scattering, multiple production [top], CERN Lab, 13000 GeV-cms, measured [channel cross section], ((n)jet dilepton) [final state], FOS: Physical sciences, High Energy Physics - Experiment, High Energy Physics - Experiment (hep-ex), final state: ((n)jet 3lepton), same sign, muon, hadronization [bottom], scattering [p p], ((n)jet 3lepton) [final state], ((n)jet 4lepton) [final state], final state: ((n)jet dilepton), background, CMS, bottom: hadronization, final state: ((n)jet 4lepton), CERN LHC Coll, top: multiple production, colliding beams [p p], particle identification, p p: colliding beams, channel cross section: measured, Particle Physics - Experiment, experimental results
Abstract: The observation of the production of four top quarks in proton-proton collisions is reported, based on a data sample collected by the CMS experiment at a center-of-mass energy of 13 TeV in 2016-2018 at the CERN LHC and corresponding to an integrated luminosity of 138 fb$^{-1}$. Events with two same-sign, three, or four charged leptons (electrons and muons) and additional jets are analyzed. Compared to previous results in these channels, updated identification techniques for charged leptons and jets originating from the hadronization of b quarks, as well as a revised multivariate analysis strategy to distinguish the signal process from the main backgrounds, lead to an improved expected signal significance of 4.9 standard deviations above the background-only hypothesis. Four top quark production is observed with a significance of 5.6 standard deviations, and its cross section is measured to be 17.7$^{+3.7}_{-3.5}$ (stat) $^{+2.3}_{-1.9}$ (syst) fb, in agreement with the available standard model predictions., Submitted to Physics Letters B. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/TOP-22-013 (CMS Public Pages)
Published: 2023
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50. Search for resonances in events with photon and jet final states in proton-proton collisions at $sqrt{s}$= 13 TeV

Author: Tumasyan, Armen, Adam, Wolfgang, Andrejkovic, Janik Walter, Bergauer, Thomas, Chatterjee, Suman, Damanakis, Konstantinos, Dragicevic, Marko, Escalante Del Valle, Alberto, Hussain, Priya Sajid, Jeitler, Manfred, Krammer, Natascha, Lechner, Lukas, Liko, Dietrich, Mikulec, Ivan, Paulitsch, Peter, Schieck, Jochen, Schöfbeck, Robert, Schwarz, Dennis, Sonawane, Mangesh, Templ, Sebastian, Waltenberger, Wolfgang, Wulz, Claudia-Elisabeth, Darwish, Mohamed Rashad, Janssen, Tahys, Kello, Tomas, Van Mechelen, Pierre, Bols, Emil Sørensen, D'Hondt, Jorgen, De Moor, Alexandre, Delcourt, Martin, El Faham, Hesham, Lowette, Steven, Morton, Alexander, Müller, Denise, Sahasransu, Abanti Ranadhir, Tavernier, Stefaan, Van Doninck, Walter, Van Putte, Senne, Vannerom, David, Clerbaux, Barbara, Dansana, Soumya, De Lentdecker, Gilles, Favart, Laurent, Hohov, Dmytro, Jaramillo, Johny, Lee, Kyeongpil, Mahdavikhorrami, Mostafa, Makarenko, Inna, Malara, Andrea, Paredes, Santiago, Pétré, Laurent, Postiau, Nicolas, Thomas, Laurent, Vanden Bemden, Max, Vander Velde, Catherine, Vanlaer, Pascal, Dobur, Didar, Knolle, Joscha, Lambrecht, Luka, Mestdach, Gianny, Rendón, César, Samalan, Amrutha, Skovpen, Kirill, Tytgat, Michael, Van Den Bossche, Niels, Vermassen, Basile, Wezenbeek, Liam, Benecke, Anna, Bruno, Giacomo, Bury, Florian Joel J., Caputo, Claudio, David, Pieter, Delaere, Christophe, Donertas, Izzeddin Suat, Giammanco, Andrea, Jaffel, Khawla, Jain, Sandhya, Lemaitre, Vincent, Mondal, Kuntal, Taliercio, Angela, Tran, Tu Thong, Vischia, Pietro, Wertz, Sébastien, Alves, Gilvan, Coelho, Eduardo, Hensel, Carsten, Moraes, Arthur, Rebello Teles, Patricia, Aldá Júnior, Walter Luiz, Alves Gallo Pereira, Miguel, Barroso Ferreira Filho, Mapse, Brandao Malbouisson, Helena, Carvalho, Wagner, Chinellato, Jose, Da Costa, Eliza Melo, Da Silveira, Gustavo Gil, De Jesus Damiao, Dilson, Dos Santos Sousa, Vitor, Fonseca De Souza, Sandro, Martins, Jordan, Mora Herrera, Clemencia, Mota Amarilo, Kevin, Mundim, Luiz, Nogima, Helio, Santoro, Alberto, Silva Do Amaral, Sheila Mara, Sznajder, Andre, Thiel, Mauricio, Vilela Pereira, Antonio, Bernardes, Cesar Augusto, Calligaris, Luigi, Tomei, Thiago, De Moraes Gregores, Eduardo, Mercadante, Pedro G., Novaes, Sergio F., Padula, Sandra, Aleksandrov, Aleksandar, Antchev, Georgy, Hadjiiska, Roumyana, Iaydjiev, Plamen, Misheva, Milena, Rodozov, Mircho, Shopova, Mariana, Sultanov, Georgi, Dimitrov, Anton, Ivanov, Todor, Litov, Leander, Pavlov, Borislav, Petkov, Peicho, Petrov, Anton, Shumka, Elton, Thakur, Shalini, Cheng, Tongguang, Guo, Qianying, Javaid, Tahir, Mittal, Monika, Yuan, Li, Bauer, Gerry, Hu, Zhen, Lezki, Samet, Yi, Kai, Chen, Guo-Ming, Chen, He-Sheng, Chen, Mingshui, Iemmi, Fabio, Jiang, Chun-Hua, Kapoor, Anshul, Liao, Hongbo, Liu, Zhenan, Milosevic, Vukasin, Monti, Fabio, Sharma, Ramkrishna, Tao, Junquan, Thomas-Wilsker, Joshuha, Wang, Jin, Zhang, Huaqiao, Zhao, Jingzhou, Agapitos, Antonis, An, Ying, Ban, Yong, Carvalho Antunes De Oliveira, Alexandra, Levin, Andrew, Li, Congqiao, Li, Qiang, Lyu, Xudong, Mao, Yajun, Qian, Si-Jin, Sun, Xiaohu, Wang, Dayong, Xiao, Jie, Yang, Heng, Lu, Meng, You, Zhengyun, Lu, Nan, Gao, Xuyang, Leggat, Duncan, Okawa, Hideki, Zhang, Yu, Lin, Zhen, Lu, Chenfeng, Xiao, Meng, Avila, Carlos, Barbosa Trujillo, Diego Andres, Cabrera, Andrés, Florez, Carlos, Fraga, Jorge, Mejia Guisao, Jhovanny, Ramirez, Felipe, Rodriguez, Manuel, Ruiz Alvarez, José David, Giljanovic, Duje, Godinovic, Nikola, Lelas, Damir, Puljak, Ivica, Antunovic, Zeljko, Kovac, Marko, Sculac, Toni, Bargassa, Pedrame, Brigljevic, Vuko, Chitroda, Bhakti Kanulal, Ferencek, Dinko, Mishra, Saswat, Roguljic, Matej, Starodumov, Andrei, Susa, Tatjana, Attikis, Alexandros, Christoforou, Konstantinos, Konstantinou, Sotiroulla, Mousa, Jehad, Nicolaou, Charalambos, Ptochos, Fotios, Razis, Panos A., Rykaczewski, Hans, Saka, Halil, Stepennov, Anton, Finger, Miroslav, Finger, Michael, Kveton, Antonin, Ayala, Edy, Carrera Jarrin, Edgar, Assran, Yasser, Elgammal, Sherif, Muhammad, Muhammad Abdullah Abdulfattah, Mahmoud, Mohammed, Bhowmik, Sandeep, Dewanjee, Ram Krishna, Ehataht, Karl, Kadastik, Mario, Lange, Torben, Nandan, Saswati, Nielsen, Christine, Pata, Joosep, Raidal, Martti, Tani, Laurits, Veelken, Christian, Eerola, Paula, Kirschenmann, Henning, Osterberg, Kenneth, Voutilainen, Mikko, Bharthuar, Shudhashil, Brücken, Erik, Garcia Fuentes, Francisco Ignacio, Havukainen, Joona, Kim, Min Suk, Kinnunen, Ritva, Lampén, Tapio, Lassila-Perini, Kati, Lehti, Sami, Lindén, Tomas, Lotti, Mikko, Martikainen, Laura, Myllymäki, Mikael, Rantanen, Milla-maarit, Siikonen, Hannu, Tuominen, Eija, Tuominiemi, Jorma, Luukka, Panja-Riina, Petrow, Henri, Tuuva, Tuure, Amendola, Chiara, Besancon, Marc, Couderc, Fabrice, Dejardin, Marc, Denegri, Daniel, Faure, Jean-Louis, Ferri, Federico, Ganjour, Serguei, Gras, Philippe, Hamel de Monchenault, Gautier, Lohezic, Victor, Malcles, Julie, Rander, John, Rosowsky, André, Sahin, Mehmet Özgür, Savoy-Navarro, Aurore, Simkina, Polina, Titov, Maksym, Baldenegro Barrera, Cristian, Beaudette, Florian, Buchot Perraguin, Axel, Busson, Philippe, Cappati, Alessandra, Charlot, Claude, Damas, Florian, Davignon, Olivier, Diab, Batoul, Falmagne, Guillaume, Fontana Santos Alves, Bruno Afonso, Ghosh, Shamik, Granier de Cassagnac, Raphael, Hakimi, Alexandre, Harikrishnan, Bharadwaj, Liu, Geliang, Motta, Jona, Nguyen, Matthew, Ochando, Christophe, Portales, Louis, Salerno, Roberto, Sarkar, Uttiya, Sauvan, Jean-Baptiste, Sirois, Yves, Tarabini, Alessandro, Vernazza, Elena, Zabi, Alexandre, Zghiche, Amina, Agram, Jean-Laurent, Andrea, Jeremy, Apparu, Dylan, Bloch, Daniel, Bourgatte, Guillaume, Brom, Jean-Marie, Chabert, Eric Christian, Collard, Caroline, Darej, Douja, Goerlach, Ulrich, Grimault, Clément, Le Bihan, Anne-Catherine, Van Hove, Pierre, Beauceron, Stephanie, Blancon, Benjamin, Boudoul, Gaelle, Carle, Aurélien, Chanon, Nicolas, Choi, Jieun, Contardo, Didier, Depasse, Pierre, Dozen, Candan, El Mamouni, Houmani, Fay, Jean, Gascon, Susan, Gouzevitch, Maxime, Grenier, Gérald, Ille, Bernard, Laktineh, Imad Baptiste, Lethuillier, Morgan, Mirabito, Laurent, Perries, Stephane, Vander Donckt, Muriel, Verdier, Patrice, Viret, Sébastien, Lomidze, Irakli, Toriashvili, Tengizi, Tsamalaidze, Zviad, Botta, Valeria, Feld, Lutz, Klein, Katja, Lipinski, Martin, Meuser, Danilo, Pauls, Alexander, Röwert, Nicolas, Teroerde, Marius, Diekmann, Svenja, Dodonova, Alena, Eich, Niclas, Eliseev, Dmitry, Erdmann, Martin, Fackeldey, Peter, Fischer, Benjamin, Hebbeker, Thomas, Hoepfner, Kerstin, Ivone, Francesco, Lee, Ming-yan, Mastrolorenzo, Luca, Merschmeyer, Markus, Meyer, Arnd, Mondal, Spandan, Mukherjee, Swagata, Noll, Dennis, Novak, Andrzej, Nowotny, Fabian, Pozdnyakov, Andrey, Rath, Yannik, Redjeb, Wahid, Rehm, Florian, Reithler, Hans, Schmidt, Alexander, Schuler, Simon Christoph, Sharma, Archana, Stein, Annika, Torres Da Silva De Araujo, Felipe, Vigilante, Lorenzo, Wiedenbeck, Sebastian, Zaleski, Shawn, Dziwok, Christian, Flügge, Günter, Haj Ahmad, Wael, Hlushchenko, Olena, Kress, Thomas, Nowack, Andreas, Pooth, Oliver, Stahl, Achim, Ziemons, Tim, Zotz, Alexander, Aarup Petersen, Henriette, Aldaya Martin, Maria, Alimena, Juliette, Asmuss, Paul, Baxter, Samuel, Bayatmakou, Maryam, Becerril Gonzalez, Hugo, Behnke, Olaf, Bhattacharya, Soham, Blekman, Freya, Borras, Kerstin, Brunner, David, Campbell, Alan, Cardini, Andrea, Cheng, Chun, Colombina, Federica, Consuegra Rodríguez, Sandra, Correia Silva, Gilson, De Silva, Malinda, Eckerlin, Guenter, Eckstein, Doris, Estevez Banos, Luis Ignacio, Filatov, Oleg, Gallo, Elisabetta, Geiser, Achim, Giraldi, Angela, Greau, Guillaume, Grohsjean, Alexander, Guglielmi, Valentina, Guthoff, Moritz, Jafari, Abideh, Jomhari, Nur Zulaiha, Kaech, Benno, Kasemann, Matthias, Kaveh, Hessamoddin, Kleinwort, Claus, Kogler, Roman, Komm, Matthias, Krücker, Dirk, Lange, Wolfgang, Leyva Pernia, Daina, Lipka, Katerina, Lohmann, Wolfgang, 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Johannes, Hinzmann, Andreas, Jabusch, Henrik Ronald, Kasieczka, Gregor, Keicher, Philip, Klanner, Robert, Korcari, William, Kramer, Tobias, Kutzner, Viktor, Labe, Finn, Lange, Johannes, Lobanov, Artur, Matthies, Christopher, Mehta, Ankita, Moureaux, Louis, Mrowietz, Malte, Nigamova, Aliya, Nissan, Yuval, Paasch, Alexander, Pena Rodriguez, Karla Josefina, Quadfasel, Tobias, Rieger, Marcel, Savoiu, Daniel, Schindler, Jörg, Schleper, Peter, Schröder, Matthias, Schwandt, Joern, Sommerhalder, Manuel, Stadie, Hartmut, Steinbrück, Georg, Tews, Alexandra, Wolf, Moritz, Brommer, Sebastian, Burkart, Maximilian, Butz, Erik, Chwalek, Thorsten, Dierlamm, Alexander, Droll, Alexander, Faltermann, Nils, Giffels, Manuel, Gosewisch, Jan-Ole, Gottmann, Artur, Hartmann, Frank, Horzela, Maximilian, Husemann, Ulrich, Klute, Markus, Koppenhöfer, Roland, Link, Marco, Lintuluoto, Adelina, Maier, Stefan, Mitra, Soureek, Müller, Thomas, Neukum, Max, Oh, Minseok, Quast, Gunter, Rabbertz, Klaus, Shvetsov, Ivan, Simonis, Hans-Jürgen, Trevisani, Nicolò, Ulrich, Ralf, van der Linden, Jan, Von Cube, Ralf Florian, Wassmer, Michael, Wieland, Sebastian, Wolf, Roger, Wunsch, Stefan, Zuo, Xunwu, Anagnostou, Georgios, Assiouras, Panagiotis, Daskalakis, Georgios, Kyriakis, Aristotelis, Stakia, Anna, Diamantopoulou, Magda, Karasavvas, Dimitrios, Kontaxakis, Pantelis, Manousakis-Katsikakis, Arkadios, Panagiotou, Apostolos, Papavergou, Ioanna, Saoulidou, Niki, Theofilatos, Konstantinos, Tziaferi, Eirini, Vellidis, Konstantinos, Zisopoulos, Ilias, Bakas, Georgios, Chatzistavrou, Theodoros, Karapostoli, Georgia, Kousouris, Konstantinos, Papakrivopoulos, Ioannis, Tsipolitis, Georgios, Zacharopoulou, Anna, Adamidis, Kosmas, Bestintzanos, Ioannis, Evangelou, Ioannis, Foudas, Costas, Gianneios, Paraskevas, Kamtsikis, Christos, Katsoulis, Panagiotis, Kokkas, Panagiotis, Kosmoglou Kioseoglou, Polidamas Georgios, Manthos, Nikolaos, Papadopoulos, Ioannis, Strologas, John, Csanád, Mate, Farkas, Krisztián, Gadallah, 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Bhawna, Maity, Manas, Palit, Pritam, Saha, Gourab, Sahu, Bisnupriya, Sarkar, Subir, Behera, Prafulla Kumar, Behera, Subash Chandra, Chatterjee, Sayan, Kalbhor, Pritam, Komaragiri, Jyothsna Rani, Kumar, Deepak, Muhammad, Alibordi, Panwar, Lata, Pradhan, Raghunath, Pujahari, Prabhat Ranjan, Saha, Nihar Ranjan, Sharma, Ashish, Sikdar, Anup Kumar, Verma, Sadhana, Naskar, Kousik, Aziz, Tariq, Das, Indranil, Dugad, Shashikant, Kumar, Mintu, Mohanty, Gagan Bihari, Suryadevara, Pruthvi, Banerjee, Sudeshna, Guchait, Monoranjan, Karmakar, Saikat, Kumar, Sanjeev, Majumder, Gobinda, Mazumdar, Kajari, Mukherjee, Soumya, Thachayath, Aravind, Bahinipati, Seema, Das, Aloke Kumar, Kar, Chandiprasad, Mal, Prolay, Mishra, Tribeni, Muraleedharan Nair Bindhu, Vinaya Krishnan, Nayak, Aruna, Saha, Prafulla, Swain, Sanjay Kumar, Varghese, Sanu, Vats, Diwakar, Alpana, Alpana, Dube, Sourabh, Kansal, Bhumika, Laha, Arnab, Pandey, Shubham, Rastogi, Angira, Sharma, Seema, Bakhshiansohi, Hamed, Khazaie, Elham, Zeinali, Maryam, Chenarani, Shirin, Etesami, Seyed Mohsen, Khakzad, Mohsen, Mohammadi Najafabadi, Mojtaba, Grunewald, Martin, Abbrescia, Marcello, Aly, Reham, Aruta, Caterina, Colaleo, Anna, Creanza, Donato, Cristella, Leonardo, D` Anzi, Brunella, De Filippis, Nicola, De Palma, Mauro, Di Florio, Adriano, Elmetenawee, Walaa, Errico, Filippo, Fiore, Luigi, Iaselli, Giuseppe, Maggi, Giorgio, Maggi, Marcello, Margjeka, Ilirjan, Mastrapasqua, Vincenzo, My, Salvatore, Nuzzo, Salvatore, Pellecchia, Antonello, Pompili, Alexis, Pugliese, Gabriella, Radogna, Raffaella, Ramos, Dayron, Ranieri, Antonio, Selvaggi, Giovanna, Silvestris, Lucia, Simone, Federica Maria, Sözbilir, Ümit, Stamerra, Anna, Venditti, Rosamaria, Verwilligen, Piet, Abbiendi, Giovanni, Battilana, Carlo, Bonacorsi, Daniele, Borgonovi, Lisa, Brigliadori, Luca, Campanini, Renato, Capiluppi, Paolo, Castro, Andrea, Cavallo, Francesca Romana, Cuffiani, Marco, Dallavalle, Gaetano-Marco, Diotalevi, Tommaso, Fabbri, Fabrizio, Fanfani, Alessandra, Fasanella, Daniele, Giacomelli, Paolo, Giommi, Luca, Grandi, Claudio, Guiducci, Luigi, Lo Meo, Sergio, Lunerti, Leonardo, Marcellini, Stefano, Masetti, Gianni, Navarria, Francesco, Perrotta, Andrea, Primavera, Federica, Rossi, Antonio, Rovelli, Tiziano, Siroli, Gian Piero, Costa, Salvatore, Di Mattia, Alessandro, Potenza, Renato, Tricomi, Alessia, Tuve, Cristina, Barbagli, Giuseppe, Bardelli, Giulio, Camaiani, Benedetta, Cassese, Antonio, Ceccarelli, Rudy, Ciulli, Vitaliano, Civinini, Carlo, D'Alessandro, Raffaello, Focardi, Ettore, Latino, Giuseppe, Lenzi, Piergiulio, Lizzo, Mattia, Meschini, Marco, Paoletti, Simone, Sguazzoni, Giacomo, Viliani, Lorenzo, Benussi, Luigi, Bianco, Stefano, Meola, Sabino, Piccolo, Davide, Bozzo, Marco, Chatagnon, Pierre, Ferro, Fabrizio, Robutti, Enrico, Tosi, Silvano, Benaglia, Andrea, Boldrini, Giacomo, Brivio, Francesco, Cetorelli, Flavia, De Guio, Federico, Dinardo, Mauro Emanuele, Dini, Paolo, Gennai, Simone, Ghezzi, Alessio, Govoni, Pietro, Guzzi, Luca, Lucchini, Marco Toliman, Malberti, Martina, Malvezzi, Sandra, Massironi, Andrea, Menasce, Dario, Moroni, Luigi, Paganoni, Marco, Pedrini, Daniele, Pinolini, Bianca Sofia, Ragazzi, Stefano, Redaelli, Nicola, Tabarelli de Fatis, Tommaso, Zuolo, Davide, Buontempo, Salvatore, Cagnotta, Antimo, Carnevali, Francesco, Cavallo, Nicola, De Iorio, Agostino, Fabozzi, Francesco, Iorio, Alberto Orso Maria, Lista, Luca, Paolucci, Pierluigi, Rossi, Biagio, Sciacca, Crisostomo, Azzi, Patrizia, Bacchetta, Nicola, Bisello, Dario, Bortignon, Pierluigi, Bragagnolo, Alberto, Carlin, Roberto, Checchia, Paolo, Dorigo, Tommaso, Gasparini, Ugo, Grosso, Gaia, Layer, Lukas, Lusiani, Enrico, Margoni, Martino, Meneguzzo, Anna Teresa, Pazzini, Jacopo, Ronchese, Paolo, Rossin, Roberto, Sgaravatto, Massimo, Simonetto, Franco, Strong, Giles, Tosi, Mia, Yarar, Hevjin, Zanetti, Marco, Zotto, Pierluigi, Zucchetta, Alberto, Zumerle, Gianni, Abu Zeid, Shimaa, Aimè, Chiara, Braghieri, Alessandro, Calzaferri, Simone, Fiorina, Davide, Montagna, Paolo, Re, Valerio, Riccardi, Cristina, Salvini, Paola, Vai, Ilaria, Vitulo, Paolo, Asenov, Patrick, Bilei, Gian Mario, Ciangottini, Diego, Fanò, Livio, Magherini, Matteo, Mantovani, Giancarlo, Mariani, Valentina, Menichelli, Mauro, Moscatelli, Francesco, Piccinelli, Andrea, Presilla, Matteo, Rossi, Alessandro, Santocchia, Attilio, Spiga, Daniele, Tedeschi, Tommaso, Azzurri, Paolo, Bagliesi, Giuseppe, Bertacchi, Valerio, Bhattacharya, Rajarshi, Bianchini, Lorenzo, Boccali, Tommaso, Bossini, Edoardo, Bruschini, Davide, Castaldi, Rino, Ciocci, Maria Agnese, D'Amante, Valeria, Dell'Orso, Roberto, Donato, Silvio, Giassi, Alessandro, Ligabue, Franco, Matos Figueiredo, Diego, Messineo, Alberto, Musich, Marco, Palla, Fabrizio, Parolia, Shubhi, Ramirez-Sanchez, Gabriel, Rizzi, Andrea, Rolandi, Gigi, Roy Chowdhury, Suvankar, Sarkar, Tanmay, Scribano, Angelo, Spagnolo, Paolo, Tenchini, Roberto, Tonelli, Guido, Turini, Nicola, Venturi, Andrea, Verdini, Piero Giorgio, Barria, Patrizia, Campana, Mattia, Cavallari, Francesca, Del Re, Daniele, Di Marco, Emanuele, Diemoz, Marcella, Longo, Egidio, Meridiani, Paolo, Organtini, Giovanni, Pandolfi, Francesco, Paramatti, Riccardo, Quaranta, Claudio, Rahatlou, Shahram, Rovelli, Chiara, Santanastasio, Francesco, Soffi, Livia, Tramontano, Raffaella, Amapane, Nicola, Arcidiacono, Roberta, Argiro, Stefano, Arneodo, Michele, Bartosik, Nazar, Bellan, Riccardo, Bellora, Andrea, Biino, Cristina, Cartiglia, Nicolo, Costa, Marco, Covarelli, Roberto, Demaria, Natale, Finco, Linda, Grippo, Michael, Kiani, Bilal, Legger, Federica, Luongo, Fabio, Mariotti, Chiara, Maselli, Silvia, Mecca, Alberto, Migliore, Ernesto, Monteno, Marco, Mulargia, Roberto, Obertino, Maria Margherita, Ortona, Giacomo, Pacher, Luca, Pastrone, Nadia, Pelliccioni, Mario, Ruspa, Marta, Shchelina, Ksenia, Siviero, Federico, Sola, Valentina, Solano, Ada, Soldi, Dario, Staiano, Amedeo, Tarricone, Cristiano, Tornago, Marta, Trocino, Daniele, Umoret, Giulio, Vagnerini, Antonio, Vlasov, Evgueni, Belforte, Stefano, Candelise, Vieri, Casarsa, Massimo, Cossutti, Fabio, Della Ricca, Giuseppe, Sorrentino, Giulia, Dogra, Sunil, Huh, Changgi, Kim, Bobae, Kim, Dong Hee, Kim, Gui Nyun, Kim, Jiwoong, Lee, Jeongeun, Lee, Seh Wook, Moon, Chang-Seong, Oh, Young Do, Pak, Sang Il, Ryu, Min Sang, Sekmen, Sezen, Yang, Yu Chul, Kim, Hyunchul, Moon, Dong Ho, Asilar, Ece, Kim, Tae Jeong, Park, Jiwon, Choi, Suyong, Han, Seyoung, Hong, Byung-Sik, Lee, Kisoo, Lee, Kyong Sei, Lim, Jaehoon, Park, Jaebeom, Park, Sung Keun, Yoo, Jaehyeok, Goh, Junghwan, Kim, Hyunsoo, Kim, Yongsun, Lee, Seungjun, Almond, John, Bhyun, Ji Hwan, Choi, Junho, Jeon, Sihyun, Kim, Junho, Kim, Jae Sung, Ko, Sanghyun, Kwon, Hyejin, Lee, Haneol, Lee, Sangeun, Oh, Byung Hun, Oh, Sung Bin, Seo, Hyonsan, Yang, Unki, Yoon, Inseok, Jang, Woojin, Kang, Da Young, Kang, Yechan, Kim, Donghyun, Kim, Seulgi, Ko, Byeonghak, Lee, Jason Sang Hun, Lee, Yunjae, Merlin, Jeremie Alexandre, Park, Inkyu, Roh, Youn, Song, Donghyun, Watson, Ian, Yang, Seungjin, Ha, Seungkyu, Yoo, Hwi Dong, Choi, Minuk, Kim, Mi Ran, Lee, Heewon, Lee, Younghoon, Yu, Intae, Beyrouthy, Taha, Maghrbi, Yasser, Dreimanis, Karlis, Pikurs, Guntis, Potrebko, Andris, Seidel, Markus, Veckalns, Viesturs, Ambrozas, Marijus, Juodagalvis, Andrius, Rinkevicius, Aurelijus, Tamulaitis, Gintautas, Bin Norjoharuddeen, Nurfikri, Hoh, Siew Yan, Yusuff, Imran, Zolkapli, Zukhaimira, Benitez, Jose F., Castaneda Hernandez, Alfredo, Encinas Acosta, Hedwin Aaron, Gallegos Maríñez, Luis Gabriel, León Coello, Moisés, Murillo Quijada, Javier Alberto, Sehrawat, Ashish, Valencia Palomo, Lizardo, Ayala, Gabriel, Castilla-Valdez, Heriberto, Heredia-De La Cruz, Ivan, Lopez-Fernandez, Ricardo, Mondragon Herrera, Cesar Atzin, Perez Navarro, Daniel Alejandro, Sánchez Hernández, Alberto, Oropeza Barrera, Cristina, Vazquez Valencia, Fabiola, Pedraza, Isabel, Salazar Ibarguen, Humberto Antonio, Uribe Estrada, Cecilia, Bubanja, Itana, Mijuskovic, Jelena, Raicevic, Natasa, Ahmad, Ashfaq, Asghar, Muhammad Irfan, Awais, Ali, Awan, Muhammad Imran Malik, Gul, Muhammad, Hoorani, Hafeez R., Khan, Wajid Ali, Avati, Valentina, Grzanka, Leszek, Malawski, Maciej, Bialkowska, Helena, Bluj, Michal, Boimska, Bozena, Górski, Maciej, Kazana, Malgorzata, Szleper, Michal, Zalewski, Piotr, Bunkowski, Karol, Doroba, Krzysztof, Kalinowski, Artur, Konecki, Marcin, Krolikowski, Jan, Araujo, Mariana, Bastos, Diogo, Boletti, Alessio, Faccioli, Pietro, Gallinaro, Michele, Hollar, Jonathan, Leonardo, Nuno, Niknejad, Tahereh Sadat, Pisano, Matteo, Seixas, Joao, Varela, Joao, Adzic, Petar, Milenovic, Predrag, Dordevic, Milos, Milosevic, Jovan, Aguilar-Benitez, Manuel, Alcaraz Maestre, Juan, Barrio Luna, Mar, Fernandez Bedoya, Cristina, Cepeda, Maria, Cerrada, Marcos, Colino, Nicanor, De La Cruz, Begona, Delgado Peris, Antonio, Fernández Del Val, Diego, Fernández Ramos, Juan Pablo, Flix, Jose, Fouz, Maria Cruz, Gonzalez Lopez, Oscar, Goy Lopez, Silvia, Hernandez, Jose M., Josa, Maria Isabel, León Holgado, Jaime, Moran, Dermot, Perez Dengra, Carlos, Pérez-Calero Yzquierdo, Antonio María, Puerta Pelayo, Jesus, Redondo, Ignacio, Redondo Ferrero, David Daniel, Romero, Luciano, Sánchez Navas, Sergio, Sastre, Javier, Urda Gómez, Lourdes, Vazquez Escobar, Julia, Willmott, Carlos, de Trocóniz, Jorge F., Alvarez Gonzalez, Barbara, Cuevas, Javier, Fernandez Menendez, Javier, Folgueras, Santiago, Gonzalez Caballero, Isidro, González Fernández, Juan Rodrigo, Palencia Cortezon, Enrique, Ramón Álvarez, Clara, Rodríguez Bouza, Víctor, Soto Rodríguez, Alejandro, Trapote, Andrea, Vico Villalba, Carlos, Brochero Cifuentes, Javier Andres, Cabrillo, Iban Jose, Calderon, Alicia, Duarte Campderros, Jordi, Fernandez, Marcos, Fernandez Madrazo, Celia, Gomez, Gervasio, Lasaosa García, Clara, Martinez Rivero, Celso, Martinez Ruiz del Arbol, Pablo, Matorras, Francisco, Matorras Cuevas, Pablo, Piedra Gomez, Jonatan, Prieels, Cédric, Scodellaro, Luca, Vila, Ivan, Vizan Garcia, Jesus Manuel, Malagalage, Kithsiri, Kailasapathy, Balashangar, Sonnadara, Don Upul Jayasiri, Dhammage, Deshitha Chamikara Wickramarathna, Dharmaratna, Welathantri G. D., Liyanage, Kalpanie, Perera, Nimantha, Wickramage, Nadeesha, Abbaneo, Duccio, Auffray, Etiennette, Auzinger, Georg, Baechler, Joachim, Baillon, Paul, Barney, David, Bermúdez Martínez, Armando, Bianco, Michele, Bilin, Bugra, Bin Anuar, Afiq Aizuddin, Bocci, Andrea, Brondolin, Erica, Caillol, Cécile, Camporesi, Tiziano, Cerminara, Gianluca, Chernyavskaya, Nadezda, Chhibra, Simranjit Singh, Choudhury, Somnath, Cipriani, Marco, D'Enterria, David, Dabrowski, Anne, David Tinoco Mendes, Andre, De Roeck, Albert, Defranchis, Matteo Maria, Deile, Mario, Dobson, Marc, Dünser, Marc, Dupont, Niels, Fallavollita, Francesco, Florent, Alice, Forthomme, Laurent, Franzoni, Giovanni, Funk, Wolfgang, Ghosh, Saranya, Giani, Simone, Gigi, Dominique, Gill, Karl, Glege, Frank, Gouskos, Loukas, Govorkova, Ekaterina, Haranko, Mykyta, Hegeman, Jeroen, Innocente, Vincenzo, James, Thomas, Janot, Patrick, Kaspar, Jan, Kieseler, Jan, Kratochwil, Nicolaus, Laurila, Santeri, Lecoq, Paul, Leutgeb, Elias, Lourenco, Carlos, Maier, Benedikt, Malgeri, Luca, Mannelli, Marcello, Marini, Andrea Carlo, Meijers, Frans, Mersi, Stefano, Meschi, Emilio, Moortgat, Filip, Mulders, Martijn, Orfanelli, Styliani, Orsini, Luciano, Pantaleo, Felice, Perez, Emmanuel, Peruzzi, Marco, Petrilli, Achille, Petrucciani, Giovanni, Pfeiffer, Andreas, Pierini, Maurizio, Piparo, Danilo, Pitt, Michael, Qu, Huilin, Quast, Thorben, Rabady, Dinyar, Racz, Attila, Reales Gutiérrez, Guillermo, Rovere, Marco, Sakulin, Hannes, Salfeld-Nebgen, Jakob, Scarfi, Simone, Selvaggi, Michele, Silva, Pedro, Sphicas, Paraskevas, Stahl Leiton, Andre Govinda, Summers, Sioni, Tatar, Kaya, Treille, Daniel, Tropea, Paola, Tsirou, Andromachi, Walter, David, Wanczyk, Joanna, Wozniak, Kinga Anna, Zeuner, Wolfram Dietrich, Bevilacqua, Tiziano, Caminada, Lea, Ebrahimi, Aliakbar, Erdmann, Wolfram, Horisberger, Roland, Ingram, Quentin, Kaestli, Hans-Christian, Kotlinski, Danek, Lange, Clemens, Missiroli, Marino, Noehte, Lars, Rohe, Tilman, Aarrestad, Thea Klaeboe, Androsov, Konstantin, Backhaus, Malte, Calandri, Alessandro, Datta, Kaustuv, De Cosa, Annapaola, Dissertori, Günther, Dittmar, Michael, Donegà, Mauro, Eble, Florian, Galli, Massimiliano, Gedia, Krunal, Glessgen, Franz, Gómez Espinosa, Tirso Alejandro, Grab, Christoph, Hits, Dmitry, Lustermann, Werner, Lyon, Anne-mazarine, Manzoni, Riccardo Andrea, Marchese, Luigi, Martin Perez, Cristina, Mascellani, Anna, Nessi-Tedaldi, Francesca, Niedziela, Jeremi, Pauss, Felicitas, Perovic, Vasilije, Pigazzini, Simone, Ratti, Maria Giulia, Reichmann, Michael, Reissel, Christina, Reitenspiess, Thomas, Ristic, Branislav, Riti, Federica, Ruini, Daniele, Sanz Becerra, Diego Alejandro, Seidita, Roberto, Steggemann, Jan, Valsecchi, Davide, Wallny, Rainer, Amsler, Claude, Bärtschi, Pascal, Botta, Cristina, Brzhechko, Danyyl, Canelli, Maria Florencia, Cormier, Kyle, De Wit, Adinda, Del Burgo, Riccardo, Heikkilä, Jaana Kristiina, Huwiler, Marc, Jin, Weijie, Jofrehei, Arash, Kilminster, Benjamin, Leontsinis, Stefanos, Liechti, Sascha Pascal, Macchiolo, Anna, Meiring, Peter, Mikuni, Vinicius Massami, Molinatti, Umberto, Neutelings, Izaak, Reimers, Arne, Robmann, Peter, Sanchez Cruz, Sergio, Schweiger, Korbinian, Senger, Matias, Takahashi, Yuta, Adloff, Catherine, Kuo, Chia-Ming, Lin, Willis, Rout, Prasant Kumar, Tiwari, Praveen Chandra, Yu, Shin-Shan, Ceard, Ludivine, Chao, Yuan, Chen, Kai-Feng, Chen, Pu-sheng, Cheng, Huajie, Hou, George Wei-Shu, Khurana, Raman, Kole, Gouranga, Li, You-ying, Lu, Rong-Shyang, Paganis, Efstathios, Psallidas, Andreas, Steen, Arnaud, Wu, Hsin-yeh, Yazgan, Efe, Asawatangtrakuldee, Chayanit, Srimanobhas, Norraphat, Wachirapusitanand, Vichayanun, Agyel, Doruk, Boran, Fatma, Demiroglu, Zuhal Seyma, Dolek, Furkan, Dumanoglu, Isa, Eskut, Eda, Guler, Yalcin, Gurpinar Guler, Emine, Isik, Candan, Kara, Ozgun, Kayis Topaksu, Aysel, Kiminsu, Ugur, Onengut, Gulsen, Ozdemir, Kadri, Polatoz, Ayse, Tali, Bayram, Tok, Ufuk Guney, Turkcapar, Semra, Uslan, Ebru, Zorbakir, Ibrahim Soner, Karapinar, Guler, Ocalan, Kadir, Yalvac, Metin, Akgun, Bora, Atakisi, Ismail Okan, Gulmez, Erhan, Kaya, Mithat, Kaya, Ozlem, Tekten, Sevgi, Cakir, Altan, Cankocak, Kerem, Komurcu, Yildiray, Sen, Sercan, Aydilek, Orhan, Cerci, Salim, Epshteyn, Vladimir, Hacisahinoglu, Burak, Hos, Ilknur, Isildak, Bora, Kaynak, Berkan, Ozkorucuklu, Suat, Simsek, Cagdas, Sunar Cerci, Deniz, Grynyov, Boris, Levchuk, Leonid, Anthony, David, Brooke, James John, Bundock, Aaron, Clement, Emyr, Cussans, David, Flacher, Henning, Glowacki, Maciej, Goldstein, Joel, Heath, Helen F., Kreczko, Lukasz, Krikler, Benjamin, Paramesvaran, Sudarshan, Seif El Nasr-Storey, Sarah, Smith, Vincent J., Stylianou, Nicolas, Walkingshaw Pass, Katie, White, Robert, Ball, Austin, Bell, Ken W., Belyaev, Alexander, Brew, Christopher, Brown, Robert M., Cockerill, David J. A., Cooke, Charlotte, Ellis, Katherine Victoria, Harder, Kristian, Harper, Sam, Holmberg, Mei-li, Jain, Shilpi, Linacre, Jacob, Manolopoulos, Konstantinos, Newbold, Dave M., Olaiya, Emmanuel, Petyt, David, Reis, Thomas, Salvi, Giovanna, Schuh, Thomas, Shepherd-Themistocleous, Claire, Tomalin, Ian R., Williams, Thomas, Bainbridge, Robert, Bloch, Philippe, Bonomally, Shameena, Borg, Johan, Brown, Christopher Edward, Buchmuller, Oliver, Cacchio, Vincenzo, Carrillo Montoya, Camilo Andres, Cepaitis, Vilius, Chahal, Gurpreet Singh, Colling, David, Dancu, Julia Suzana, Dauncey, Paul, Davies, Gavin, Davies, Joe, Della Negra, Michel, Fayer, Simon, Fedi, Giacomo, Hall, Geoffrey, Hassanshahi, Mohammad Hassan, Howard, Alexander, Iles, Gregory, Langford, Jonathon, Lyons, Louis, Magnan, Anne-Marie, Malik, Sarah, Martelli, Arabella, Mieskolainen, Mikael, Monk, David Gabriel, Nash, Jordan, Pesaresi, Mark, Radburn-Smith, Benjamin Charles, Richards, Alexander, Rose, Andrew, Scott, Edward, Seez, Christopher, Shukla, Raghunandan, Tapper, Alexander, Uchida, Kirika, Uttley, George Peter, Vage, Liv Helen, Virdee, Tejinder, Vojinovic, Milos, Wardle, Nicholas, Webb, Samuel Nathan, Winterbottom, Daniel, Coldham, Kathryn, Cole, Joanne, Khan, Akram, Kyberd, Paul, Reid, Ivan, Abdullin, Salavat, Brinkerhoff, Andrew, Caraway, Bryan, Dittmann, Jay, Hatakeyama, Kenichi, Kanuganti, Ankush Reddy, McMaster, Brooks, Saunders, Mark, Sawant, Siddhesh, Sutantawibul, Chosila, Toms, Maria, Wilson, Jonathan, Bartek, Rachel, Dominguez, Aaron, Huerta Escamilla, Conett, Simsek, Ali Eren, Uniyal, Rishabh, Vargas Hernandez, Andres Mateus, Chudasama, Ruchi, Cooper, Seth, Di Croce, Davide, Gleyzer, Sergei V., Perez, Cilicia Uzziel, Rumerio, Paolo, Usai, Emanuele, West, Christopher, Akpinar, Alp, Albert, Andreas, Arcaro, Daniel, Cosby, Christopher, Demiragli, Zeynep, Erice, Carlos, Fontanesi, Elisa, Gastler, Daniel, May, Samuel, Rohlf, James, Salyer, Kaitlin, Sperka, David, Spitzbart, Daniel, Suarez, Indara, Tsatsos, Anna, Yuan, Siqi, Benelli, Gabriele, Coubez, Xavier, Cutts, David, Hadley, Mary, Heintz, Ulrich, Hogan, Julie Managan, Kwon, Taeun, Landsberg, Greg, Lau, Ka Tung, Li, Daniel, Luo, Jingyu, Narain, Meenakshi, Pervan, Nikolas, Sagir, Sinan, Simpson, Farrah, Wong, Wing Yan, Yan, Xuli, Yu, David, Zhang, Wenyu, Abbott, Mark Samuel, Bonilla, Johan, Brainerd, Christopher, Breedon, Richard, Calderon De La Barca Sanchez, Manuel, Chertok, Maxwell, Conway, John, Cox, Peter Timothy, Erbacher, Robin, Haza, Grace, Jensen, Frank, Kukral, Ota, Mocellin, Giovanni, Mulhearn, Michael, Pellett, Dave, Regnery, Brendan, Wei, Wei, Yao, Yao, Zhang, Fengwangdong, Bachtis, Michail, Cousins, Robert, Datta, Abhisek, Hauser, Jay, Ignatenko, Mikhail, Iqbal, Muhammad Ansar, Lam, Tyler, Manca, Elisabetta, Nash, William Arthur, Saltzberg, David, Stone, Brent, Valuev, Vyacheslav, Clare, Robert, Gary, J. William, Gordon, Michael, Hanson, Gail, Long, Owen Rosser, Manganelli, Nicholas, Si, Weinan, Wimpenny, Stephen, Branson, James G., Cittolin, Sergio, Cooperstein, Stephane, Diaz, Daniel, Duarte, Javier, Gerosa, Raffaele, Giannini, Leonardo, Guiang, Jonathan, Kansal, Raghav, Krutelyov, Vyacheslav, Lee, Robert, Letts, James, Masciovecchio, Mario, Mokhtar, Farouk, Pieri, Marco, Quinnan, Melissa, Sathia Narayanan, Balaji Venkat, Sharma, Vivek, Tadel, Matevz, Vourliotis, Emmanouil, Würthwein, Frank, Xiang, Yifan, Yagil, Avraham, Brennan, Liam, Campagnari, Claudio, Citron, Matthew, Collura, Giulia, Dorsett, Alex, Incandela, Joe, Kilpatrick, Matthew, Kim, Jaebak, Li, Amina Jinzi, Masterson, Phillip, Mei, Hualin, Oshiro, Michael, Richman, Jeffrey, Sarica, Ulascan, Schmitz, Ryan, Setti, Francesco, Sheplock, James, Siddireddy, Prasanna, Stuart, David, Wang, Sicheng, Bornheim, Adolf, Cerri, Olmo, Latorre, Anthony, Lawhorn, Jay Mathew, Mao, Jiajing, Newman, Harvey B., Nguyen, Thong, Spiropulu, Maria, Vlimant, Jean-Roch, Wang, Christina, Xie, Si, Zhu, Ren-Yuan, Alison, John, An, Sitong, Andrews, Michael Benjamin, Bryant, Patrick, Dutta, Valentina, Ferguson, Thomas, Harilal, Abhirami, Liu, Chuyuan, Mudholkar, Tanmay, Murthy, Sindhu, Paulini, Manfred, Roberts, Andrew, Sanchez, Alejandro, Terrill, Wesley, Cumalat, John Perry, Ford, William T., Hassani, Abbas, Karathanasis, George, MacDonald, Emily, Marini, Filippo, Perloff, Alexx, Savard, Claire, Schonbeck, Nicolas, Stenson, Kevin, Ulmer, Keith, Wagner, Stephen Robert, Zipper, Noah, Alexander, James, Bright-Thonney, Samuel, Chen, Xuan, Cranshaw, Derek James, Fan, Jason, Fan, Xingchen, Gadkari, Divya, Hogan, Shaun, Monroy, Jose, Patterson, Juliet Ritchie, Reichert, Joseph, Reid, Michael, Ryd, Anders, Thom, Julia, Wittich, Peter, Zou, Rui, Albrow, Michael, Alyari, Maral, Apollinari, Giorgio, Apresyan, Artur, Bauerdick, Lothar A. T., Berry, Douglas, Berryhill, Jeffrey, Bhat, Pushpalatha C., Burkett, Kevin, Butler, Joel Nathan, Canepa, Anadi, Cerati, Giuseppe Benedetto, Cheung, Harry, Chlebana, Frank, Di Petrillo, Karri Folan, Dickinson, Jennet, Dutta, Irene, Elvira, Victor Daniel, Feng, Yongbin, Freeman, Jim, Gandrakota, Abhijith, Gecse, Zoltan, Gray, Lindsey, Green, Dan, Grünendahl, Stefan, Guerrero, Daniel, Gutsche, Oliver, Harris, Robert M., Heller, Ryan, Herwig, Theodor Christian, Hirschauer, James, Horyn, Lesya, Jayatilaka, Bodhitha, Jindariani, Sergo, Johnson, Marvin, Joshi, Umesh, Klijnsma, Thomas, Klima, Boaz, Kwok, Ka Hei Martin, Lammel, Stephan, Lincoln, Don, Lipton, Ron, Liu, Tiehui, Madrid, Christopher, Maeshima, Kaori, Mantilla, Cristina, Mason, David, McBride, Patricia, Merkel, Petra, Mrenna, Stephen, Nahn, Steve, Ngadiuba, Jennifer, Noonan, Daniel, Norberg, Scarlet, Papadimitriou, Vaia, Pastika, Nathaniel, Pedro, Kevin, Pena, Cristian, Ravera, Fabio, Reinsvold Hall, Allison, Ristori, Luciano, 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M., Kumar, Arun, Li, Wei, Padley, Brian Paul, Redjimi, Radia, Rotter, John, Yang, Shuai, Yigitbasi, Efe, Zhang, Yousen, Bodek, Arie, de Barbaro, Pawel, Demina, Regina, Dulemba, Joseph Lynn, Fallon, Colin, Garcia-Bellido, Aran, Hindrichs, Otto, Khukhunaishvili, Aleko, Parygin, Pavel, Popova, Elena, Taus, Rhys, Van Onsem, Gerrit Patrick, Goulianos, Konstantin, Chiarito, Brandon, Chou, John Paul, Gershtein, Yuri, Halkiadakis, Eva, Hart, Andrew, Heindl, Maximilian, Jaroslawski, David, Karacheban, Olena, Laflotte, Ian, Lath, Amitabh, Montalvo, Roy, Nash, Kevin, Osherson, Marc, Routray, Hardik, Salur, Sevil, Schnetzer, Steve, Somalwar, Sunil, Stone, Robert, Thayil, Steffie Ann, Thomas, Scott, Wang, Hui, Acharya, Himal, Delannoy, Andrés G., Fiorendi, Sara, Holmes, Tova, Nibigira, Emery, Spanier, Stefan, Ahmad, Muhammad, Bouhali, Othmane, Dalchenko, Mykhailo, Delgado, Andrea, Eusebi, Ricardo, Gilmore, Jason, Huang, Tao, Kamon, Teruki, Kim, Hyunyong, Luo, Sifu, Malhotra, Shivali, Mueller, Ryan, Overton, David, Rathjens, Denis, Safonov, Alexei, Akchurin, Nural, Damgov, Jordan, Hegde, Vinay, Lamichhane, Kamal, Lee, Sung Won, Mengke, Tielige, Muthumuni, Samila, Peltola, Timo, Volobouev, Igor, Whitbeck, Andrew, Appelt, Eric, Greene, Senta, Gurrola, Alfredo, Johns, Willard, Kunnawalkam Elayavalli, Raghav, Melo, Andrew, Romeo, Francesco, Sheldon, Paul, Tuo, Shengquan, Velkovska, Julia, Viinikainen, Jussi, Cardwell, Bryan, Cox, Bradley, Cummings, Grace, Hakala, John, Hirosky, Robert, Ledovskoy, Alexander, Li, Ang, Neu, Christopher, Perez Lara, Carlos Eugenio, Karchin, Paul Edmund, Aravind, Anagha, Banerjee, Sunanda, Black, Kevin, Bose, Tulika, Dasu, Sridhara, De Bruyn, Isabelle, Everaerts, Pieter, Galloni, Camilla, He, He, Herndon, Matthew, Herve, Alain, Koraka, Charis Kleio, Lanaro, Armando, Loveless, Richard, Madhusudanan Sreekala, Jithin, Mallampalli, Abhishikth, Mohammadi, Abdollah, Mondal, Susmita, Parida, Ganesh, Pinna, Deborah, Savin, Alexander, Shang, Victor, Sharma, Varun, Smith, Wesley H., Teague, Dylan, Tsoi, Ho Fung, Vetens, Wren, Warden, Abigail, Afanasiev, Serguei, Andreev, Vladimir, Andreev, Yuri, Aushev, Tagir, Azarkin, Maksim, Babaev, Anton, Belyaev, Andrey, Blinov, Vladimir, Boos, Edouard, Borshch, Vladislav, Budkouski, Dzmitry, Bunichev, Viacheslav, Chadeeva, Marina, Chekhovsky, Vladimir, Danilov, Mikhail, Dermenev, Alexander, Dimova, Tatyana, Dremin, Igor, Dubinin, Mikhail, Dudko, Lev, Ershov, Alexander, Gavrilov, Genady, Gavrilov, Vladimir, Gninenko, Sergei, Golovtcov, Victor, Golubev, Nikolai, Golutvin, Igor, Gorbunov, Ilya, Ivanov, Yury, Kachanov, Vassili, Kardapoltsev, Leonid, Karjavine, Vladimir, Karneyeu, Anton, Kim, Victor, Kirakosyan, Martin, Kirpichnikov, Dmitrii, Kirsanov, Mikhail, Klyukhin, Vyacheslav, Kodolova, Olga, Konstantinov, Dmitri, Korenkov, Vladimir, Kozyrev, Aleksei, Krasnikov, Nikolai, Lanev, Alexander, Levchenko, Petr, Litomin, Aliaksandr, Lychkovskaya, Natalia, Makarenko, Vladimir, Malakhov, Alexander, Matveev, Viktor, Murzin, Victor, Nikitenko, Alexander, Obraztsov, Stepan, Ovtin, Ivan, Palichik, Vladimir, Perelygin, Victor, Perfilov, Maxim, Petrushanko, Sergey, Polikarpov, Sergey, Popov, Vladimir, Radchenko, Olesia, Savina, Maria, Savrin, Viktor, Selivanova, Daria, Shalaev, Vladislav, Shmatov, Sergey, Shulha, Siarhei, Skovpen, Yuri, Slabospitskii, Sergei, Smirnov, Vitaly, Sosnov, Dmitry, Sulimov, Valentin, Tcherniaev, Evgueni, Terkulov, Adel, Teryaev, Oleg, Tlisova, Irina, Toropin, Alexander, Uvarov, Lev, Uzunian, Andrey, Vorobyev, Alexey, Voytishin, Nikolay, Yuldashev, Bekhzod S., Zarubin, Anatoli, Zhizhin, Ilia, Zhokin, Alexander, and CMS Collaboration
Subjects: background, CMS, jet, final state, p p, scattering, photon, FOS: Physical sciences, black hole, production, High Energy Physics - Experiment, resonance, mass, quark, mass spectrum, High Energy Physics - Experiment (hep-ex), CERN LHC Coll, up, mass, black hole, quantum, Randall-Sundrum model, TeV, Particle Physics - Experiment
Abstract: A search for resonances in events with the $\gamma$+jet final state has been performed using proton-proton collision data collected at $\sqrt{s}$= 13 TeV by the CMS experiment at the LHC. The total data analyzed correspond to an integrated luminosity of 138 fb$^{-1}$. Models of excited quarks and quantum black holes are considered. The invariant mass spectrum of the $\gamma$+jet system is examined for the presence of resonances over the standard model continuum background. The data exhibit no statistically significant deviations from the expected standard model background. Exclusion limits at 95% confidence level on the resonance mass and other parameters are set. Excited light-flavor quarks (excited bottom quarks) are excluded up to a mass of 6.0 (3.8) TeV. Quantum black hole production is excluded for masses up to 7.5 (5.2) TeV in the Arkani-Hamed-Dimopoulos-Dvali (Randall-Sundrum) model. These lower mass bounds are the most stringent to date among those obtained in the $\gamma$+jet final state., Comment: Submitted to the Journal of High Energy Physics. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/EXO-20-012 (CMS Public Pages)
Published: 2023
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