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1. Computational Challenges for Multi-loop Collider Phenomenology: A Snowmass 2021 White Paper

Author: Cordero, Fernando Febres, von Manteuffel, Andreas, and Neumann, Tobias
Published: 2022
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2. Machine Learning in High Energy Physics Community White Paper

Author: Albertsson, Kim, Altoe, Piero, Anderson, Dustin, Anderson, John, Andrews, Michael, Espinosa, Juan Pedro Araque, Aurisano, Adam, Basara, Laurent, Bevan, Adrian, Bhimji, Wahid, Bonacorsi, Daniele, Burkle, Bjorn, Calafiura, Paolo, Campanelli, Mario, Capps, Louis, Carminati, Federico, Carrazza, Stefano, Chen, Yi-fan, Childers, Taylor, Coadou, Yann, Coniavitis, Elias, Cranmer, Kyle, David, Claire, Davis, Douglas, De Simone, Andrea, Duarte, Javier, Erdmann, Martin, Eschle, Jonas, Farbin, Amir, Feickert, Matthew, Castro, Nuno Filipe, Fitzpatrick, Conor, Floris, Michele, Forti, Alessandra, Garra-Tico, Jordi, Gemmler, Jochen, Girone, Maria, Glaysher, Paul, Gleyzer, Sergei, Gligorov, Vladimir, Golling, Tobias, Graw, Jonas, Gray, Lindsey, Greenwood, Dick, Hacker, Thomas, Harvey, John, Hegner, Benedikt, Heinrich, Lukas, Heintz, Ulrich, Hooberman, Ben, Junggeburth, Johannes, Kagan, Michael, Kane, Meghan, Kanishchev, Konstantin, Karpi��ski, Przemys��aw, Kassabov, Zahari, Kaul, Gaurav, Kcira, Dorian, Keck, Thomas, Klimentov, Alexei, Kowalkowski, Jim, Kreczko, Luke, Kurepin, Alexander, Kutschke, Rob, Kuznetsov, Valentin, K��hler, Nicolas, Lakomov, Igor, Lannon, Kevin, Lassnig, Mario, Limosani, Antonio, Louppe, Gilles, Mangu, Aashrita, Mato, Pere, Meenakshi, Narain, Meinhard, Helge, Menasce, Dario, Moneta, Lorenzo, Moortgat, Seth, Neubauer, Mark, Newman, Harvey, Otten, Sydney, Pabst, Hans, Paganini, Michela, Paulini, Manfred, Perdue, Gabriel, Perez, Uzziel, Picazio, Attilio, Pivarski, Jim, Prosper, Harrison, Psihas, Fernanda, Radovic, Alexander, Reece, Ryan, Rinkevicius, Aurelius, Rodrigues, Eduardo, Rorie, Jamal, Rousseau, David, Sauers, Aaron, Schramm, Steven, Schwartzman, Ariel, Severini, Horst, Seyfert, Paul, Siroky, Filip, Skazytkin, Konstantin, Sokoloff, Mike, Stewart, Graeme, Stienen, Bob, Stockdale, Ian, Strong, Giles, Sun, Wei, Thais, Savannah, Tomko, Karen, Upfal, Eli, Usai, Emanuele, Ustyuzhanin, Andrey, Vala, Martin, Vasel, Justin, Vallecorsa, Sofia, Verzetti, Mauro, Vilas��s-Cardona, Xavier, Vlimant, Jean-Roch, Vukotic, Ilija, Wang, Sean-Jiun, Watts, Gordon, Williams, Michael, Wu, Wenjing, Wunsch, Stefan, Yang, Kun, Zapata, Omar, Physics, Centre National de la Recherche Scientifique (CNRS), and Université Paris-Sud - Paris 11 (UP11)
Subjects: FOS: Computer and information sciences, Computer Science - Machine Learning, History, Particle physics, data analysis method, cs.LG, Other Fields of Physics, FOS: Physical sciences, Machine Learning (stat.ML), Machine learning, computer.software_genre, 01 natural sciences, programming, High Energy Physics - Experiment, Education, Machine Learning (cs.LG), High Energy Physics - Experiment (hep-ex), White paper, Resource (project management), Software, Statistics - Machine Learning, 0103 physical sciences, [PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex], ddc:530, Applied research, [INFO]Computer Science [cs], Electronics, Mathematical Physics and Mathematics, 010306 general physics, activity report, [PHYS]Physics [physics], Large Hadron Collider, hep-ex, 010308 nuclear & particles physics, Event (computing), business.industry, Computational Physics (physics.comp-ph), artificial intelligence, stat.ML, Computing and Computers, Computer Science Applications, Identification (information), physics.comp-ph, Artificial intelligence, business, Physics - Computational Physics, computer, Particle Physics - Experiment
Abstract: Machine learning has been applied to several problems in particle physics research, beginning with applications to high-level physics analysis in the 1990s and 2000s, followed by an explosion of applications in particle and event identification and reconstruction in the 2010s. In this document we discuss promising future research and development areas for machine learning in particle physics. We detail a roadmap for their implementation, software and hardware resource requirements, collaborative initiatives with the data science community, academia and industry, and training the particle physics community in data science. The main objective of the document is to connect and motivate these areas of research and development with the physics drivers of the High-Luminosity Large Hadron Collider and future neutrino experiments and identify the resource needs for their implementation. Additionally we identify areas where collaboration with external communities will be of great benefit., Comment: Editors: Sergei Gleyzer, Paul Seyfert and Steven Schramm
Published: 2018

3. Shedding light on light-flavour-particle production in small systems at the LHC with ALICE.

Author: Ercolessi, Francesca
Subjects: LARGE Hadron Collider, HEAVY ion collisions, QUARK-gluon plasma, HADRONS, PLASMA physics
Abstract: The measurement of light-flavour-particle production in small collision systems at the LHC has shown features that resemble phenomena seen in heavy-ion collisions. The historical signatures of the quark–gluon plasma (QGP) formation, such as collective flow and the enhanced production of strange hadrons, were also observed in high-multiplicity proton–proton (pp) and proton–lead (p–Pb) collisions. In this article, new results on lightflavour-particle production measured in high-multiplicity triggered events are presented, reaching charged-particle values of semi-peripheral Pb–Pb collisions. In addition, this paper presents the first Run 3 results on the production of π, K, p, and Ω multi-strange baryons in pp collisions at √S = 13:6 TeV and √S = 900 GeV, the highest and the lowest collision energies at the LHC. [ABSTRACT FROM AUTHOR]
Published: 2024
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4. Integrating LHCb Offline Workflows on Supercomputers State of Practice.

Author: Boyer, Alexandre F., Stagni, Federico, Haen, Christophe, Burr, Christopher, Romanovskiy, Vladimir, and Bozzi, Concezio
Subjects: LARGE Hadron Collider, SUPERCOMPUTERS, CENTRAL processing units, HIGH performance computing, MONTE Carlo method
Abstract: To better understand experimental conditions and performances of its experiment, the LHCb collaboration executes tens of thousands of looselycoupled and CPU-intensive Monte Carlo simulation workflows per hour. To meet the increasing LHC computing needs, funding agencies encourage the collaboration to exploit High-Performance Computing resources, and more specifically supercomputers, which offer a significant additional amount of computing resources but also come with higher integration challenges. This state-ofpractice paper outlines years of integration of LHCb simulation workflows on several supercomputers. The main contributions of this paper are: (i) an extensive description of the gap to address to run High-Energy Physics Monte Carlo simulation workflows on supercomputers; (ii) various methods and proposals to maximize the use of allocated CPU resources; (iii) a comprehensive analysis of LHCb production workflows running on diverse supercomputers. [ABSTRACT FROM AUTHOR]
Published: 2024
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5. Software Citation in HEP: Current State and Recommendations for the Future.

Author: Feickert, Matthew, Katz, Daniel S., Neubauer, Mark S., Sexton-Kennedy, Elizabeth, and Stewart, Graeme A.
Subjects: PARTICLE physics, LARGE Hadron Collider, COMPACT muon solenoid experiment, OPEN source software, SPECIAL relativity experiments
Abstract: In November 2022, the HEP Software Foundation and the Institute for Research and Innovation for Software in High-Energy Physics organized a workshop on the topic of Software Citation and Recognition in HEP. The goal of the workshop was to bring together different types of stakeholders whose roles relate to software citation, and the associated credit it provides, in order to engage the community in a discussion on: the ways HEP experiments handle citation of software, recognition for software efforts that enable physics results disseminated to the public, and how the scholarly publishing ecosystem supports these activities. Reports were given from the publication board leadership of the ATLAS, CMS, and LHCb experiments and HEP open source software community organizations (ROOT, Scikit-HEP, MCnet), and perspectives were given from publishers (Elsevier, JOSS) and related tool providers (INSPIRE, Zenodo). This paper summarizes key findings and recommendations from the workshop as presented at the 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023). [ABSTRACT FROM AUTHOR]
Published: 2024
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6. Facilitating the preservation of LHCb Analyses with APD.

Author: Burr, Chris, Couturier, Ben, and O'Neil, Ryunosuke
Subjects: LARGE Hadron Collider, PARTICLE physics, PARTICLE detectors, ELECTRONIC data processing, PYTHON programming language
Abstract: High Energy Physics experiments at the Large Hadron Collider generate petabytes of data per year that go through multiple transformations before final analysis and paper publication. Recording the provenance of these data is therefore crucial to maintain the quality of the final results. While tools are in place within LHCb to keep this information for the common experiment-wide transforms, analysts have had to implement their own solutions for the steps dealing with ntuples. This gap between centralised and interactive processing can become problematic. In order to facilitate the task, ntuples extracted by LHCb analysts via so-called "Analysis Productions" are tracked in the experiment bookkeeping database and can be enriched with extra information about their meaning and intended use. This information can then be used to access ntuples more easily: a set of Python tools allow querying of ntuple file locations with associated metadata, and integrate their processing within analysis workflows. The tools are designed with the intention of ensuring analysis code continues to be functional into the future and are robust against evolutions in how data is accessed. This paper presents the integration of these new tools into the LHCb codebase and demonstrates how they will be used in LHCb data processing and analysis. [ABSTRACT FROM AUTHOR]
Published: 2024
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7. Overcoming obstacles to IPv6 on WLCG.

Author: Babik, Marian, Bly, Martin, Buraglio, Nick, Chown, Tim, Christidis, Dimitrios, Chudoba, Jiri, DeMar, Phil, Flix Molina, José, Grigoras, Costin, Hoeft, Bruno, Ito, Hiro, Kelsey, David, Martelli, Edoardo, McKee, Shawn, Misa Moreira, Carmen, Nandakumar, Raja, Ohrenberg, Kars, Prelz, Francesco, Rand, Duncan, and Sciabà, Andrea
Subjects: INTERNET protocol version 6, LARGE Hadron Collider, INFORMATION sharing, GRID computing, INFORMATION retrieval
Abstract: The transition of the Worldwide Large Hadron Collider Computing Grid (WLCG) storage services to dual-stack IPv6/IPv4 is almost complete; all Tier-1 and 94% of Tier-2 storage are IPv6 enabled. While most data transfers now use IPv6, a significant number of IPv4 transfers still occur even when both endpoints support IPv6. This paper presents the ongoing efforts of the HEPiX IPv6 working group to steer WLCG toward IPv6-only services by investigating and fixing the obstacles to the use of IPv6 and identifying cases where IPv4 is used when IPv6 is available. Removing IPv4 use is essential for the long-term agreed goal of IPv6-only access to resources within WLCG, thus eliminating the complexity and security concerns associated with dual-stack services. We present our achievements and ongoing challenges as we navigate the final stages of the transition from IPv4 to IPv6 within WLCG. [ABSTRACT FROM AUTHOR]
Published: 2024
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8. Measurements of the production cross-section for a Z boson in association with b- or c-jets in proton–proton collisions at s=13 TeV with the ATLAS detector.

Author: Aad, G., Aakvaag, E., Abbott, B., Abdelhameed, S., Abeling, K., Abicht, N. J., Abidi, S. H., Aboelela, M., Aboulhorma, A., Abramowicz, H., Abreu, H., Abulaiti, Y., Acharya, B. S., Ackermann, A., Bourdarios, C. Adam, Adamczyk, L., Addepalli, S. V., Addison, M. J., Adelman, J., and Adiguzel, A.
Subjects: Z bosons, LARGE Hadron Collider, PARTONS, PROTON-proton interactions, MUONS, LUMINOSITY
Abstract: This paper presents a measurement of the production cross-section of a Z boson in association with b- or c-jets, in proton–proton collisions at s = 13 TeV with the ATLAS experiment at the Large Hadron Collider using data corresponding to an integrated luminosity of 140 fb - 1 . Inclusive and differential cross-sections are measured for events containing a Z boson decaying into electrons or muons and produced in association with at least one b-jet, at least one c-jet, or at least two b-jets with transverse momentum p T > 20 GeV and rapidity | y | < 2.5 . Predictions from several Monte Carlo generators based on next-to-leading-order matrix elements interfaced with a parton-shower simulation, with different choices of flavour schemes for initial-state partons, are compared with the measured cross-sections. The results are also compared with novel predictions, based on infrared and collinear safe jet flavour dressing algorithms. Selected Z + ≥ 1 c -jet observables, optimized for sensitivity to intrinsic-charm, are compared with benchmark models with different intrinsic-charm fractions. [ABSTRACT FROM AUTHOR]
Published: 2024
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9. Future facilities and instrumentation.

Author: Musa, Luciano
Subjects: NUCLEAR physics, LARGE Hadron Collider, QUANTUM chromodynamics, QUARK-gluon plasma, SILICON detectors
Abstract: Explorations in nuclear physics over the past forty years have significantly advanced our understanding of matter under extreme conditions. Studies at various energy scales, from the AGS to the LHC, have not only confirmed the existence of QGP but also initiated its detailed and meticulous characterization. Progress in detector technology has been pivotal, from streamer chambers to TPCs and cutting-edge silicon detectors, which have enabled precise tracking and particle identification. Despite these advancements, many questions about the QGP properties and the QCD phase diagram remain unanswered. Making progress in these areas provides motivation for continued research utilizing both existing and upcoming accelerator facilities and experimental setups. This paper provides a succinct summary of the present state of accelerator and detector facilities, the progress of ongoing projects, and a perspective on future facilities and detector projects in this domain. [ABSTRACT FROM AUTHOR]
Published: 2024
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10. Chirality, vorticity and spin polarization — Experimental overview.

Author: Tang, Aihong
Subjects: CHIRALITY of nuclear particles, VORTEX motion, SPIN polarization, HEAVY ion collisions, RELATIVISTIC Heavy Ion Collider, LARGE Hadron Collider
Abstract: In this paper, we provide an exploration of the interrelated topics of chirality, vorticity, and spin polarization in relativistic heavy ion collisions. Our discussion delves into the intricate relationships among these phenomena, examining the recent measurements conducted at both RHIC and LHC.We review the challenges faced, the progress made, and the current state of understanding regarding hot QCD matter under rotation. [ABSTRACT FROM AUTHOR]
Published: 2024
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11. A Burn-In Apparatus for the ATLAS Tile Calorimeter Phase-II Upgrade Transformer-Coupled Buck Converters.

Author: Mckenzie, Ryan, van Rensburg, Roger, Moeyedi, Seyedali, Nkadimeng, Edward, Nemecek, Stanislav, Buritica Yate, Juan, Hadavand, Haleh, and Mellado, Bruce
Subjects: LARGE Hadron Collider, CALORIMETERS, POWER resources, CUSTOM design
Abstract: The upgrade of the A Toroidal LHC ApparatuS (ATLAS) hadronic Tile Calorimeter (TileCal) Low-Voltage Power Supply (LVPS) forms a part of the Phase-II Upgrade preparations undertaken by the ATLAS experiment for the data taking during the High-Luminosity Large Hadron Collider era. This paper serves to provide a detailed overview of the development of a Burn-in test station for an upgraded LVPS component known as a Brick. The production, quality assurance testing, and all associated apparatus are being jointly undertaken by the University of the Witwatersrand (Wits) and the University of Texas at Arlington (UTA). These Bricks are radiation-hard transformer-coupled buck converters that function to step-down bulk 200 VDC power to the 10 VDC required by the on-detector electronics. To ensure the high reliability of the Bricks, once installed within the TileCal, a Burn-in test station has been designed and built. The Burn-in station functions to implement a Burn-in procedure on eight Bricks simultaneously. This procedure subjects the Bricks to sub-optimal operating conditions, which function to accelerate their ageing, as well as to stimulate failure mechanisms. This results in elements of the Brick that would fail prematurely within the TileCal failing within the Burn-in station or experience performance degradation that can be detected by follow-up testing effectively screening out the non-performative sub-population. The Burn-in station is of fully custom design in both its hardware and software. The development of the test station will be explored in detail; the preliminary Burn-in procedure to be employed will be provided; the preliminary and final commissioning of the test station will be presented. The paper will culminate in the presentation and discussion of the Burn-in of a V8.4.2 Brick and the future outlook of the project. [ABSTRACT FROM AUTHOR]
Published: 2023
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12. Performance of the ATLAS RPC detector and Level-1 muon barrel trigger at √s = 13 TeV

Author: Aad, Georges, Abbott, Braden Keim, Abbott, Brad, Abbott, Dale, Abed Abud, Adam, Abeling, Kira, Abhayasinghe, Deshan Kavishka, Abidi, Haider, Abouzeid, Hass, Abouzeid, Ossama, Abraham, Nicola Louise, Abramowicz, Halina, Abreu, Henso, Abulaiti, Yiming, Acharya, Bobby Samir, Achkar, Baida, Adam, Lennart, Adam Bourdarios, Claire, Adamczyk, Leszek, Adamek, Lukas, Adelman, Jahred, Adiguzel, Aytul, Adorni Braccesi Chiassi, Sofia, Adye, Tim, Affolder, A.A., Affolder, Tony, Afik, Yoav, Agapopoulou, Christina, Agaras, Merve Nazlim, Aggarwal, Anamika, Agheorghiesei, Catalin, Aguilar Saavedra, Juan Antonio, Ahmad, Ammara, Ahmadov, Faig, Ahmed, Waleed Syed, Ai, Xiaocong, Aielli, Giulio, Akatsuka, Shunichi, Akbiyik, Melike, Akesson, Torsten, Akilli, Ece, Akimov, Andrei, Al Khoury, Konie, Alberghi, Gian Luigi, Albert, Justin, Alconada, Josefina, Alderweireldt, Sara, Aleksa, Martin, Alexandrov, Igor, Alexa, Calin, Alexopoulos, Theodoros, Alfonsi, Alice, Alfonsi, Fabrizio, Alhroob, Muhammad, Ali, Babar, Ali, Shahzad, Aliev, Malik, Alimonti, Gianluca, Allaire, Corentin, Allbrooke, Benedict, Allport, Philip Patrick, Aloisio, Alberto, Alonso, Francisco, Alpigiani, Cristiano, Alunno Camelia, Elio, Alvarez Estevez, Manuel, Alviggi, Mariagrazia, Do Amaral Coutinho, Yara, Ambler, Alessandro, Ambroz, Luca, Amelung, Christoph, Amidei, Dante, Amor dos Santos, Susana Patricia, Amoroso, Simone, Amrouche, Cherifa Sabrina, Anastopoulos, Christos, Andari, Nansi, Andeen, Timothy Robert, Anders, John Kenneth, Andrean, Stefio Yosse, Andreazza, Attilio, Andrei, Victor, Anelli, Christopher Ryan, Angelidakis, Stylianos, Angerami, Aaron, Anisenkov, Alexey, Annovi, Alberto, Antel, Claire, Anthony, Matthew Thomas, Antipov, Egor, Antonelli, Mario, Antrim, Daniel Joseph, Anulli, Fabio, Aoki, Masato, Aparisi Pozo, Javier Alberto, Aparo, Marco, Aperio Bella, Ludovica, Aranzabal Barrio, Nordin, Araujo Ferraz, Victor, Pereira, Rodrigo, Arcangeletti, Chiara, Arce, Ayana Tamu, Arguin, Jean-Francois, Argyropoulos, Spyros, Argyropoulos, Spyridon, Arling, Jan-Hendrik, Armbruster, Aaron James, Armstrong, Alexander, Arnaez, Olivier, Arnold, Hannah, Arrubarrena Tame, Zulit Paola, Artoni, Giacomo, Asada, Haruka, Asai, Kanae, Asai, Shoji, Asawatavonvanich, Thanawat, Asbah, Nedaa Alexandra, Asimakopoulou, Eleni Myrto, Asquith, Lily, Assahsah, Jihad, Assamagan, Ketevi Adikle, Astalos, Robert, Atkin, Ryan Justin, Atkinson, Markus Julian, Atlay, Naim Bora, Atmani, Hicham, Atmasiddha, Prachi, Augsten, Kamil, Austrup, Volker Andreas, Avolio, Giuseppe, Ayoub, Mohamad Kassem, Azuelos, Georges, Babal, Dominik, Bachacou, Henri, Bachas, Dinos, Bachas, Konstantinos, Backman, Karl Filip, Bagnaia, Paolo, Bahmani, Marzieh, Bahrasemani, Sina, Bahrasemani, H., Bailey, Adam, Bailey, Virginia, Baines, John, Bakalis, Christos, Baker, Keith, Bakker, Pepijn Johannes, Bakos, Evelin, Bakshi Gupta, Debottam, Balaji, Shyam, Balasubramanian, Rahul, Baldin, Evgenii, Balek, Petr, Balli, Fabrice, Balunas, William Keaton, Balz, Johannes, Banas, Elzbieta, Bandieramonte, Marilena, Bandyopadhyay, Anjishnu, Barak, Liron, Barbe, William Mickael, Barberio, Elisabetta, Barberis, Dario, Barbero, Marlon Benoit, Barbour, Gregory, Barillari, Teresa, Barisits, Martin, Barkeloo, Jason Tyler Colt, Barklow, Tim, Barklow, Timothy, Barnett, Bruce M, Barnett, Michael, Barnovska-Blenessy, Z., Baroncelli, Toni, Baroncelli, Antonio, Barone, Gaetano, Barr, Alan, Barranco Navarro, Laura, Barreiro Alonso, Fernando, Barreiro Guimaraes da Costa, Joao, Barron, Uriel, Barsov, Sergey, Bartels, Falk, Bartoldus, Rainer, Bartolini, Giovanni, Barton, Adam Edward, Bartos, Pavol, Basalaev, Artem, Basan, Alexander, Bassalat, Ahmed, Basso, Matthew Joseph, Basson, Candice Ruth, Bates, Richard, Batlamous, Souad, Batley, Richard, Batool, Binish, Battaglia, Marco, Bauce, Matteo, Bauer, Florian, Bauer, Patrick, Bawa, Harinder Singh, Bayirli, Arif, Beacham, James, Beau, Tristan, Beauchemin, Pierre-Hugues, Becherer, Fabian, Bechtle, Philip, Beck, Hans Peter, Becker, Kathrin, Becot, Cyril Pascal, Beddall, Andrew, Bednyakov, Vadim, Bee, Chris, Bee, Christopher, Beermann, Thomas, Begalli, Marcia, Begel, Michael, Behera, Arabinda, Behr, Janna Katharina, Beisiegel, Florian, Belfkir, Mohamed, Bella, Gideon, Bellagamba, Lorenzo, Bellerive, Alain, Bellos, Panagiotis, Beloborodov, Konstantin, Belotskiy, Konstantin, Belyaev, Nikita, Benchekroun, Driss, Benekos, Nectarios, Benhammou, Yan, Benjamin, Doug, Benjamin, Douglas, Benoit, Mathieu, Bensinger, Jim, Bensinger, James, Bentvelsen, Stan, Beresford, Lydia Audrey, Beretta, Matteo Mario, Berge, David, Bergeaas Kuutmann, Elin, Berger, Nicolas, Bergmann, Benedikt Ludwig, Bergsten, Laura Jean, Beringer, Juerg, Berlendis, Simon, Bernardi, Gregorio, Bernius, Catrin, Bernlochner, Florian Urs, Berry, Tracey, Berta, Peter, Berthold, Anne-Sophie, Bertram, Iain, Bessidskaia Bylund, Olga, Bethke, Siegfried, Betti, Alessandra, Bevan, Adrian, Bhatta, Somadutta, Bhattacharya, Deb Sankar, Bhattarai, Prajita, Bhopatkar, Vallary Shashikant, Bi, Runyu, Bianchi, Riccardo Maria, Biebel, Otmar, Biedermann, Dustin, Bielski, Rafal, Bierwagen, Katharina, Biesuz, Nicolo Vladi, Biglietti, Michela, Billoud, Thomas, Bindi, Marcello, Bingul, Ahmet, Bini, Cesare, Biondi, Silvia, Birch-Sykes, Callum Jacob, Birman, Mattias, Bisanz, Tobias, Biswal, Jyoti Prakash, Biswas, Diptaparna, Bitadze, Alexander, Bittrich, Carsten, Bjoerke, Kristian, Blazek, Tomas, Bloch, Ingo, Blocker, Craig, Blue, Andrew James, Blumenschein, Ulla, Blumenschein, Ulrike, Bobbink, Gerjan, Bobrovnikov, Viktor, Bogavac, Danijela, Bogdanchikov, Alexander, Bohm, Christian, Boisvert, Veronique, Bokan, Petar, Bold, Tomasz, Bomben, Marco, Bona, Marcella, Bonilla, Johan Sebastian, Boonekamp, Maarten, Booth, Callum Dale, Borbely, Albert Gyorgy, Borecka-Bielska, Hanna Maria, Borgna, Lucas Santiago, Borisov, Anatoli, Borissov, Guennadi, Bortoletto, Daniela, Boscherini, Davide, Fernandez-Bosman, Martine, Bossio, Jonathan, Bouaouda, Khalil, Boudreau, Joseph, Bouhova-Thacker, Eva, Bouhova-Thacker, Evelina Vassileva, Boumediene, Djamel Eddine, Bouquet, Romain, Boveia, Antonio, Boyd, Jamie, Boyd, James, Boye, Diallo, Boyko, Igor, Bozson, Adam, Bracinik, Juraj, Brahimi, Nihal, Brandt, Gerhard Immanuel, Brandt, Oleg, Braren, Frued Erik, Brau, Benjamin Paul, Brau, Jim, Breaden Madden, Will, Brau, James, Breaden Madden, William Dmitri, Brendlinger, Kurt, Schimmel Brener, Roy, Brenner, Lydia, Brenner, Richard, Bressler, Shikma, Brickwedde, Bernard, Briglin, Daniel Lawrence, Britton, David, Britton, Dave, Britzger, Daniel Andreas, Brock, Ian, Brock, Raymond, Brooijmans, Gustaaf, Brooks, William King, Brost, Elizabeth, Bruckman de Renstrom, Pawel, Bruers, Ben, Bruncko, Dusan, Bruni, Alessia, Bruni, Graziano, Bruschi, Marco, Bruscino, Nello, Bryngemark, Lene Kristian, Buanes, Trygve, Buat, Quentin, Buchholz, Peter, Buckley, Andy, Buckley, Andrew, Budagov, Ioulian, Bugge, Magnar Kopangen, Bulekov, Oleg, Bullard, Brendon, Burch, Tyler James, Burdin, Sergey, Burgard, Carsten Daniel, Burger, Angela Maria, Burghgrave, Blake Oliver, Burr, Jon, Burr, Jonathan Thomas, Burton, Charles, Burzynski, Jackson Carl, Buescher, Volker, Buschmann, Eric, Bussey, Peter John, Butler, John Mark, Buttar, Craig, Butterworth, Jonathan, Buzykaev, Aleksey, Buttinger, Will, Buttinger, William, Buxo Vazquez, Carlos Josue, Buzykaev, Alexey, Cabras, Grazia, Cabrera Urban, Susana, Caforio, Davide, Cai, Huacheng, Cairo, Valentina, Cakir, Orhan, Calace, Noemi, Calafiura, Paolo, Calderini, Giovanni, Calfayan, Philippe, Callea, Giuseppe, Caloba, Luiz, Caltabiano, Alessandro, Calvente Lopez, Sergio, Calvet, David, Calvet, Samuel, Calvet, Thomas Philippe, Calvetti, Milene, Camacho Toro, Reina Coromoto, Camarda, Stefano, Camarero Munoz, Daniel, Camarri, Paolo, Camerlingo, Maria Teresa, Cameron, David, Camincher, Clement, Campanelli, Mario, Camplani, Alessandra, Canale, Vincenzo, Canesse, Auriane, Bret Cano, Marc, Cantero Garcia, Josu, Cao, Yumeng, Capua, Marcella, Cardarelli, Roberto, Cardillo, Fabio, Carducci, Giovandomenico, Carli, Tancredi, Carlino, Giampaolo, Carlson, Ben, Carlson, Benjamin Taylor, Carlson, Evan Michael, Carminati, Leonardo, Carney, Rebecca, Caron, Sascha, Carquin Lopez, Edson, Carra, Sonia, Carratta, Giuseppe, Carter, Joseph, Carter, Thomas Michael, Casado Lechuga, Pilar, Casado, Maria Pilar, Casha, Albert Francis, Castiglia, Emma Grace, Castillo, Florencia Luciana, Castillo Garcia, Lucia, Castillo Gimenez, Victoria, Castro, Nuno, Catinaccio, Andrea, Catmore, James, Cattai, Ariella, Cavaliere, Viviana, Cavasinni, Vincenzo, Celebi, Emre, Celli, Federico, Cerny, Karel, Santiago Cerqueira, Augusto, Cerri, Alex, Cerri, Alessandro, Cerrito, Lucio, Cerutti, Fabio, Cervelli, Alberto, Cetin, Serkant, Chadi, Zakaria, Chakraborty, Dhiman, Chan, Jay, Chan, Terry Ws, Chan, Wing Sheung, Chan, Wai Yuen, Chapman, John Derek, Chargeishvili, Bakar, Charlton, Dave, Charman, Thomas Paul, Chatterjee, Meghranjana, Chau, Chav Chhiv, Chekanov, Sergei, Chekulaev, Sergey, Shelkov, G, Chen, Boping, Chen, Cheng, Chen, Chunhui, Chen, Huirun, Chen, Hucheng, Chen, Jing, Chen, Jue, Chen, Jiayi, Chen, Shion, Chen, Shenjian, Chen, Xin, Chen, Ye, Chen, Yu-Heng, Cheng, Hok Chuen, Cheng, Huajie, Cheplakov, Alexander, Cheremushkina, Evgeniya, Cherkaoui El Moursli, Rajaa, Cheu, Elliott, Cheung, Kingman, Chevalerias, Thibault, Chevalier, Laurent, Chiarella, Vitaliano, Chiarelli, Giorgio, Chiodini, Gabriele, Chisholm, Andrew Stephen, Chitan, Adrian, Chiu, I-Huan, Chiu, Justin, Chizhov, Mihail, Choi, Kyungeon, Chomont, Arthur, Chou, Yuan-Tang, Chow, Edwin, Chow, Yun Sang, Christopher, Lawrence Davou, Chu, Ming Chung, Chu, Xiaotong, Chudoba, Jiri, Chwastowski, Janusz, Cieri, Davide, Ciesla, Krzysztof, Cindro, Vladimir, Cioara, Irina Antonela, Ciocio, Alessandra, Cirotto, Francesco, Citron, Zvi, Citterio, Mauro, Ciubotaru, Dan Andrei, Ciungu, Bianca Monica, Clark, Allan, Clark, Philip, Clawson, Savannah, 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Lefebvre, Michel, Leggett, Charles, Lehmann, Konstantin, Lehmann, Niklaus, Lehmann Miotto, Giovanna, Leight, William Axel, Leisos, Antonios, Lisboa Leite, Marco, Leitgeb, Clara Elisabeth, Leitner, Rupert, Leney, Katharine, Lenz, Tatjana, Leone, Sandra, Leonidopoulos, Christos, Leopold, Alexander, Leroy, Claude, Les, Robert, Lester, Christopher, Levchenko, Mikhail, Leveque, Jessica, Levin, Daniel, Levin, Dan, Levinson, Lorne, Lewis, Daniel James, Li, Boyang, Li, Bing, Li, Changqiao, Li, Fan, Li, Heng, Li, Haifeng, Li, Jing, Li, Ke, Li, Liang, Li, Mengran, Li, Quanyin, Li, Shu, Li, Xingguo, Li, Yichen, Li, Zhi, Li, Zhiying, Li, Zhelun, Li, Zhiyuan, Liang, Zhijun, Liberatore, Marianna, Liberti, Barbara, Lie, Ki, Lin, Chiao-Ying, Lin, Kuan-Yu, Linck, Rebecca, Lindley, Rachel Elizabeth, Lindon, Jack, Linss, Arthur, Lionti, Anthony, Lionti, A.L., Lipeles, Elliot, Lipniacka, Anna, Liss, Anthony Michael, Liss, Tony, Lister, Alison, Little, Jared, Liu, Bo, Liu, Bingxuan, Liu, Jianbei, Liu, 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Yanhui, Macdonell, Danika Marina, Maccarrone, Giovanni, Macdonald, Calum Michael, Macdonald, Jack, Machado Miguens, Joana, Madar, Romain, Mader, Wolfgang, Madugoda Ralalage Don, Madhuranga, Madysa, Nico, Maeda, Junpei, Maeno, Tadashi, Maerker, Max, Magerl, Veronika, Magro, Jacopo, Mahon, Devin, Maidantchik, Carmen, Maio, Amelia, Maj, Klaudia, Majersky, Oliver, Majewski, Stephanie, Makovec, Nikola, Malaescu, Bogdan, Malecki, Pawel, Malecki, Pa., Maleev, Victor, Malek, Fairouz, Malito, Davide, Mallik, Usha, Malone, Claire, Maltezos, Stavros, Malyukov, Sergey, Mamuzic, Judita, Mancini, Giada, Mandalia, Jesal, Mandic, Igor, Manhaes de Andrade Filho, Luciano, Maniatis, Ioannis Michail, Manjarres, Joany, Mankinen, Katja Hannele, Mann, Alexander, Manousos, Athanasios, Mcdonald, Emily, Mcfayden, Joshua Angus, Manousos, Thanos, Mansoulie, Bruno, Manthos, Ioannis, Manzoni, Stefano, Marantis, Alexandros, Marchese, Luigi, Marchiori, Giovanni, Marcisovsky, Michal, Marcoccia, Lorenzo, Marcon, 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Thorben, Sydorenko, Alexander, Sykora, Ivan, Sykora, Martin, Sykora, Tomas, Ta, Duc Bao, Tackmann, Kerstin, Kinghorn-Taenzer, Joseph Peter, Taffard, Anyes, Tafirout, Reda, Tagiev, Emin, Taibah, Reem Hani M, Takashima, Ryuichi, Takeda, Kosuke, Takeshita, Toru, Takeva, Emily Petrova, Takubo, Yosuke, Talby, Mossadek, Talyshev, Alexei, Tam, Kai Chung, Tamir, Nadav Michael, Tanaka, Junichi, Tanaka, Reisaburo, Tanaka, Rei, Tapia Araya, Sebastian, Tapprogge, Stefan, Tarek, Ahmed, Tarem, Shlomit, Tariq, Khuram, Tarna, Grigore, Tartarelli, Francesco, Tas, Petr, Tasevsky, Marek, Tassi, Enrico, Tateno, Gen, Tayalati, Yahya, Taylor, Geoffrey Norman, Taylor, Wendy Jane, Teagle, Hamish Edward, Tee, Amy, Teixeira de Lima, Rafael, Teixeira-Dias, Pedro, ten Kate, Herman, Teoh, Jia Jian, Terashi, Koji, Terron Cuadrado, Juan, Terzo, Stefano, Testa, Marianna, Teuscher, Richard, Themistokleous, Neofytos, Theveneaux-Pelzer, Timothee, Thomas, David William, Thomas, Juergen, Thompson, Emily Anne, Thompson, Paul, Thomson, Evelyn Jean, Thorpe, Edward James, Tikhomirov, Vladimiro, Vacek, Vaclav, Tikhonov, Iouri, Tikhonov, Yury, Timoshenko, Sergei, Tipton, Paul Louis, Tisserant, Sylvain, Todome, Kazuki, Todorova, Sarka, Todt, Stefanie, Tojo, Junji, Tokar, Stano, Tokar, Stanislav, Tokushuku, Katsuo, Tolley, Emma Elizabeth, Tombs, Rupert, Tomoto, Makoto, Tompkins, Lauren Alexandra, Tornambe, Peter, Torrence, Eric, Torres, Heberth, Torro Pastor, Emma, Toscani, Mariana, Tosciri, Cecilia, Toth, Jozsef, Tovey, Daniel, Traeet, Are Sivertsen, Treado, Colleen Jennifer, Trefzger, Thomas, Tresoldi, Fabio, Tricoli, Alessandro, Trigger, Isabel, Trincaz-Duvoid, Sophie, Trischuk, Dominique Anderson, Trischuk, William, Trocme, Benjamin, Trofymov, Artur, Troncon, Clara, Trovato, Fabrizio, Truong, Thi Ngoc Loan, Trzebinski, Maciej, Trzupek, Adam, Tsai, Fang-Ying, Tsiareshka, Pavel, Tsirigotis, Apostolos, Tsiskaridze, Vakhtang, Tskhadadze, Edisher, Tsopoulou, Maria-Evanthia, Vandewall, Evan Richard, Tsukerman, Ilia, Tsukerman, Ilya, Tsulaia, Vakhtang, Tsuno, Soshi, Tsybyshev, Dmitry, Tsybychev, Dmitri, Tu, Yanjun, Tudorache, Alexandra, Tudorache, Valentina, Tuna, Alexander Naip, Turchikhin, Semen, Turgeman, Daniel, Turk Cakir, Ilkay, Turner, Russell James, Turra, Ruggero, Tuts, Mike, Tuts, Michael, Tzamarias, Spyros, Tzovara, Eftychia, Uchida, Kenta, Ukegawa, Fumihiko, Unal, Guillaume, Unal, Mesut, Undrus, Alexander, Unel, Gokhan, Ungaro, Francesca, Uno, Kenta, Urban, Josef, Urquijo, Phillip, Usai, Giulio, Uysal, Zekeriya, Vacek, Vic, Vachon, Brigitte, Vadla, Knut Oddvar Hoie, Vafeiadis, Theodoros, Vaidya, Amal, Valderanis, Chrysostomos, Valdes Santurio, Eduardo, Valente, Marco, Valentinetti, Sara, Valero Biot, Alberto, Valery, Loic, Vallance, Robert Adam, Vallier, Alexis, Valls Ferrer, Juan, van Daalen, Tal Roelof, van Gemmeren, Peter, van Stroud, Samuel, van Vulpen, Ivo, Vanadia, Marco, Vandelli, Wainer, Vandenbroucke, Maxence, van de Wall, Evan Richard, Vannicola, Damiano, Vari, Riccardo, 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Milosavljevic, Marija, Vrba, Vaclav, Vreeswijk, Marcel, Vu, Ngoc Khanh, Vuillermet, Raphael, Vukotic, Ilija, Wada, Sayaka, Wagner, Cooper, Wagner, Peter, Wagner, Wolfgang, Wahdan, Shayma, Wahlberg, Hernan Pablo, Wakasa, Rena, Walbrecht, Verena Maria, Walder, James William, Walker, Rodney, Walker, Stuart Derek, Walkowiak, Wolfgang, Wallangen, Veronica, Wang, Ann Miao, Wang, Alex Zeng, Wang, Chen, Wang, Chenliang, Wang, Haichen, Wang, Jiawei, Wang, Peilong, Wang, Renjie, Wang, Rongkun, Wang, Rui, Wang, Song-Ming, Wang, Shuanggeng, Wang, Tao, Wang, Weitao, Wang, Wenxiao, Wang, Yufeng, Wang, Zirui, Wanotayaroj, Chaowaroj, Warburton, Andreas, Ward, Patricia, Ward, Robert James, Warrack, Neil, Watson, Alan, Watson, Miriam, Watts, Gordon, Waugh, Benedict Martin, Webb, Aaron, Weber, Christian, Weber, Michele, Weber, Stephen, Weber, Sebastian Mario, Wei, Yingjie, Weidberg, Anthony, Weingarten, Jens, Weirich, Marcel, Weiser, Christian, Wells, Pippa, Wenaus, Torre, Wendland, Bjoern, Wengler, 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Ioannis, Xu, Da, Xu, Hanlin, Xu, Hao, Xu, Lailin, Xu, Riley, Xu, Tairan, Xu, Wenhao, Xu, Yue, Xu, Zhongyukun, Xu, Zijun, Yabsley, Bruce Donald, Yacoob, Sahal, Yallup, David, Yamaguchi, Naoki, Yamaguchi, Yohei, Yamatani, Masahiro, Yamauchi, Hiroki, Yamazaki, Tomohiro, Yamazaki, Yuji, Yan, Jun, Yan, Zhen, Yang, Haijun, Yang, Hongtao, Yang, Siqi, Yang, Tianyi, Yang, Xiao, Yang, Xuan, Yang, Yi-Lin, Yang, Zhe, Yao, Weiming, Young, Charles, Zaitsev, Alexander, Zeng, Jian Cong, Zhu, Cheng Guang, Yao, Wei-Ming, Yap, Yee Chinn, Ye, Hanfei, Ye, Jingbo, Ye, Shuwei, Yeletskikh, Ivan, Yexley, Melissa, Yin, Pengqi, Yorita, Kohei, Yoshihara, Keisuke, Young, Christopher, Young, Charlie, Yuan, Rui, Yue, Xiaoguang, Zaazoua, Mohamed, Zabinski, Bartlomiej Henryk, Zacharis, Georgios, Zacharis, George, Zaffaroni, Ettore, Zahreddine, Jad, Zaytsev, Alexandre, Zakareishvili, Tamar, Zakharchuk, Nataliia, Zambito, Stefano, Zanzi, Daniele, Zeissner, Sonja Verena, Zeitnitz, Christian, Zemaityte, Gabija, Zeng, Jiancong, Zenin, Oleg, Zenis, Tibor, Zenz, Seth, Zerradi, Soufiane, Zerwas, Dirk, Zgubic, Miha, Zhang, Bowen, Zhang, Dengfeng, Zhang, Gang, Zhang, Jinlong, Zhang, Kaili, Zhang, Lei, Zhang, Liqing, Zhang, Matt, Zhang, Rui, Zhang, Shuzhou, Zhang, Xiangke, Zhang, Xueyao, Zhang, Yu, Zhang, Zhiqing Philippe, Zhao, Pingchuan, Zhao, Yuzhan, Zhao, Zhengguo, Zhemchugov, Alexey, Zheng, Zhi, Zhong, Dewen, Zhou, Bing, Zhou, Chen, Zhou, Hao, Zhou, Mingliang, Zhou, Ning, Zhou, You, Zhu, Chengguang, Zhu, Chenzheng, Zhu, Heling, Zhu, Hongbo, Zhu, Junjie, Zhu, Yingchun, Zhuang, Xuai, Zhukov, Konstantin, Zhulanov, Vladimir, Zieminska, Daria, Zimine, Nikolai, Zimmermann, Stephanie Ulrike, Zinonos, Zinonas, Ziolkowski, Michal, Zivkovic, Lidija, Zoccoli, Antonio, Zoch, Knut, Zorbas, Theodore, Zou, Rui, Zwalinski, Lukasz, Aloisio, Alberto, Alviggi, Mariagrazia, Canale, Vincenzo, Della Pietra, Massimo, Merola, Leonardo, Massarotti, Paolo, Conventi, Francesco, Rossi, Elvira, Carlino, Giampaolo, de Asmundis, Riccardo, Di Donato, Camilla, Doria, Alessandra, Iengo, Paolo, Izzo, Vincenzo, Perrella, Sabrina, Sekhniaidze, Givi, Cirotto, Francesco, Lavorgna, Marco, Giannini, Antonio, Atlas, Collaboration, Centre de Physique des Particules de Marseille (CPPM), Aix Marseille Université (AMU)-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), Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique de Clermont (LPC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), 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 de Physique Nucléaire et de Hautes Énergies (LPNHE (UMR_7585)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Centre de Calcul de l'IN2P3 (CC-IN2P3), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), ATLAS, Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Współautorami artykułu są członkowie ATLAS Collaboration w liczbie 2842, Aad, G. [0000-0002-6665-4934], Abbott, B. [0000-0002-5888-2734], Abbott, D.C. [0000-0002-7248-3203], Abed Abud, A. [0000-0002-2788-3822], Abeling, K. [0000-0002-1002-1652], Abhayasinghe, D.K. [0000-0002-2987-4006], Abidi, S.H. [0000-0002-8496-9294], AbouZeid, O.S. [0000-0002-8279-9324], Abramowicz, H. [0000-0001-5329-6640], Abreu, H. [0000-0002-1599-2896], Abulaiti, Y. [0000-0003-0403-3697], Acharya, B.S. [0000-0002-8588-9157], Achkar, B. [0000-0002-0288-2567], Adam, L. [0000-0001-6005-2812], Adam Bourdarios, C. [0000-0002-2634-4958], Adamczyk, L. [0000-0002-5859-2075], Adamek, L. [0000-0003-1562-3502], Adelman, J. [0000-0002-1041-3496], Adiguzel, A. [0000-0001-6644-0517], Adorni, S. [0000-0003-3620-1149], Adye, T. [0000-0003-0627-5059], Affolder, A.A. [0000-0002-9058-7217], Afik, Y. [0000-0001-8102-356X], Agapopoulou, C. [0000-0002-2368-0147], Agaras, M.N. [0000-0002-4355-5589], Aggarwal, A. [0000-0002-1922-2039], Agheorghiesei, C. [0000-0003-3695-1847], Aguilar-Saavedra, J.A. 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Subjects: LHC, Particle Physics, muon detectors, Physics - Instrumentation and Detectors, Kjerne- og elementærpartikkelfysikk: 431 [VDP], Physics::Instrumentation and Detectors, trigger [muon], 01 natural sciences, Particle identification, High Energy Physics - Experiment, Subatomär fysik, High Energy Physics - Experiment (hep-ex), Gaseous detectors, Subatomic Physics, scattering [p p], [PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex], Detectors and Experimental Techniques, time resolution, Instrumentation, Mathematical Physics, decay [Z0], Physics, Settore FIS/01, Luminosity (scattering theory), Large Hadron Collider, Resistive-plate chambers, Z0: decay, Muon spectrometers, ATLAS experiment, Detector, resistive plate chamber, High voltage, Instrumentation and Detectors (physics.ins-det), ATLAS, Trigger detectors, muon: pair production, Nuclear and elementary particle physics: 431 [VDP], medicine.anatomical_structure, Particle Physics - Experiment, performance, p p: scattering, 530 Physics, FOS: Physical sciences, LHC, ATLAS, High Energy Physics, Accelerator Physics and Instrumentation, Resistive-plate chamber, Nuclear physics, Atlas (anatomy), Muon spectrometer, 0103 physical sciences, medicine, High Energy Physics, ddc:610, pair production [muon], [PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det], Gaseous detector, 010306 general physics, activity report, Muon, 010308 nuclear & particles physics, paper, Acceleratorfysik och instrumentering, muon: trigger, current, efficiency [trigger], trigger: efficiency, High Energy Physics::Experiment
Abstract: We acknowledge the support of ANPCyT, Argentina; YerPhI, Armenia; ARC, Australia; BMWFW and FWF, Austria; ANAS, Azerbaijan; SSTC, Belarus; CNPq and FAPESP, Brazil; NSERC, NRC and CFI, Canada; CERN; ANID, Chile; CAS, MOST and NSFC, China; COLCIENCIAS, Colombia; MSMT CR, MPO CR and VSC CR, Czech Republic; DNRF and DNSRC, Denmark; IN2P3-CNRS and CEA-DRF/IRFU, France; SRNSFG, Georgia; BMBF, HGF and MPG, Germany; GSRT, Greece; RGC and Hong Kong SAR, China; ISF and Benoziyo Center, Israel; INFN, Italy; MEXT and JSPS, Japan; CNRST, Morocco; NWO, Netherlands; RCN, Norway; MNiSW and NCN, Poland; FCT, Portugal; MNE/IFA, Romania; JINR; MES of Russia and NRC KI, Russian Federation; MESTD, Serbia; MSSR, Slovakia; ARRS and MIZS, Slovenia; DST/NRF, South Africa; MICINN, Spain; SRC and Wallenberg Foundation, Sweden; SERI, SNSF and Cantons of Bern and Geneva, Switzerland; MOST, Taiwan; TAEK, Turkey; STFC, United Kingdom; DOE and NSF, United States of America. In addition, individual groups and members have received support from BCKDF, CANARIE, Compute Canada, CRC and IVADO, Canada; Be 1/4 ing Municipal Science & Technology Commission, China; COST, ERC, ERDF, Horizon 2020 and Marie Sklodowska-Curie Actions, European Union; Investissements d'Avenir Labex, Investissements d'Avenir Idex and ANR, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece; BSF-NSF and GIF, Israel; La Caixa Banking Foundation, CERCA Programme Generalitat de Catalunya and PROMETEO and GenT Programmes Generalitat Valenciana, Spain; Goran Gustafssons Stiftelse, Sweden; The Royal Society and Leverhulme Trust, United Kingdom. The crucial computing support from all WLCG partners is acknowledged gratefully, in particular from CERN, the ATLAS Tier-1 facilities at TRIUMF (Canada), NDGF (Denmark, Norway, Sweden), CC-IN2P3 (France), KIT/GridKA (Germany), INFN-CNAF(Italy), NL-T1 (Netherlands), PIC (Spain), ASGC (Taiwan), RAL (U.K.) and BNL (U.S.A.), the Tier-2 facilities worldwide and large non-WLCG resource providers. Major contributors of computing resources are listed in ref. [48]., The ATLAS experiment at the Large Hadron Collider (LHC) employs a trigger system consisting of a first-level hardware trigger (L1) and a software-based high-level trigger. The L1 muon trigger system selects muon candidates, assigns them to the correct LHC bunch crossing and classifies them into one of six transverse-momentum threshold classes. The L1 muon trigger system uses resistive-plate chambers (RPCs) to generate the muon-induced trigger signals in the central (barrel) region of the ATLAS detector. The ATLAS RPCs are arranged in six concentric layers and operate in a toroidal magnetic field with a bending power of 1.5 to 5.5 Tm. The RPC detector consists of about 3700 gas volumes with a total surface area of more than 4000 m(2). This paper reports on the performance of the RPC detector and L1 muon barrel trigger using 60.8 fb(-1) of proton-proton collision data recorded by the ATLAS experiment in 2018 at a centre-of-mass energy of 13 TeV. Detector and trigger performance are studied using Z boson decays into a muon pair. Measurements of the RPC detector response, efficiency, and time resolution are reported. Measurements of the L1 muon barrel trigger efficiencies and rates are presented, along with measurements of the properties of the selected sample of muon candidates. Measurements of the RPC currents, counting rates and mean avalanche charge are performed using zero-bias collisions. Finally, RPC detector response and efficiency are studied at different high voltage and front-end discriminator threshold settings in order to extrapolate detector response to the higher luminosity expected for the High Luminosity LHC., ANPCyT, YerPhI, Armenia, Australian Research Council, BMWFW, Austrian Science Fund (FWF), Azerbaijan National Academy of Sciences (ANAS), SSTC, Belarus, Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ), Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP), Natural Sciences and Engineering Research Council of Canada (NSERC) NRC, Canada Canada Foundation for Innovation, CERN, ANID, Chile, Chinese Academy of Sciences Ministry of Science and Technology, China National Natural Science Foundation of China (NSFC), Departamento Administrativo de Ciencia, Tecnologia e Innovacion Colciencias, MSMT CR, Czech Republi Czech Republic Government, DNRF, Denmark Danish Natural Science Research Council, Centre National de la Recherche Scientifique (CNRS) CEA-DRF/IRFU, France, SRNSFG, Georgia, Federal Ministry of Education & Research (BMBF), HGF, Germany, Max Planck Society, Greek Ministry of Development-GSRT, RGC, China Hong Kong SAR, China, Israel Science Foundation Benoziyo Center, Israel, Istituto Nazionale di Fisica Nucleare (INFN), Ministry of Education, Culture, Sports, Science and Technology, Japan (MEXT) Ministry of Education, Culture, Sports, Science and Technology, Japan (MEXT) Japan Society for the Promotion of Science, CNRST, Morocco, Netherlands Organization for Scientific Research (NWO) Netherlands Government, RCN, Norway, Ministry of Science and Higher Education, Poland NCN, Poland, Portuguese Foundation for Science and Technology European Commission, MNE/IFA, Romania, JINR, MES of Russia NRC KI, Russian Federation, Ministry of Education, Science & Technological Development, Serbia, MSSR, Slovakia, Slovenian Research Agency - Slovenia MIZS, Slovenia, DST/NRF, South Africa, Spanish Government, SRC, Sweden Wallenberg Foundation, Sweden, SERI, Switzerland Swiss National Science Foundation (SNSF) Cantons of Bern and Geneva, Switzerland, Ministry of Science and Technology, Taiwan, Ministry of Energy & Natural Resources - Turkey, UK Research & Innovation (UKRI), Science & Technology Facilities Council (STFC), United States Department of Energy (DOE), National Science Foundation (NSF), United States of America, European Commission, Greek NSRF, Greece, BSF-NSF, German-Israeli Foundation for Scientific Research and Development, La Caixa Foundation CERCA Programme Generalitat de Catalunya PROMETEO and GenT Programmes Generalitat Valenciana, Spain, Goran Gustafssons Stiftelse, Sweden, Royal Society of London, Leverhulme Trust
Published: 2021
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13. Measurements of sensor radiation damage in the ATLAS inner detector using leakage currents

Author: Aad, G., Abbott, B., Abbott, D. C., Abed Abud, A., Abeling, K., Abhayasinghe, D. K., Abidi, S. H., Abouzeid, O. S., Abraham, N. L., Abramowicz, H., Abreu, H., Abulaiti, Y., Acharya, B. S., Achkar, B., Adam, L., Adam Bourdarios, C., Adamczyk, L., Adamek, L., Adelman, J., Adersberger, M., Adiguzel, A., Adorni, S., Adye, T., Affolder, A. A., Afik, Y., Agapopoulou, C., Agaras, M. N., Aggarwal, A., Agheorghiesei, C., Aguilar-Saavedra, J. A., Ahmad, A., Ahmadov, F., Ahmed, W. S., Ai, X., Aielli, G., Akatsuka, S., Akbiyik, M., Åkesson, T. P. A., Akilli, E., Akimov, A. V., Al Khoury, K., Alberghi, G. L., Albert, J., Alconada Verzini, M. J., Alderweireldt, S., Aleksa, M., Aleksandrov, I. N., Alexa, C., Alexopoulos, T., Alfonsi, A., Alfonsi, F., Alhroob, M., Ali, B., Ali, S., Aliev, M., Alimonti, G., Allaire, C., Allbrooke, B. M. M., Allen, B. W., Allport, P. P., Aloisio, A., Alonso, F., Alpigiani, C., Alunno Camelia, E., Alvarez Estevez, M., Alviggi, M. G., Amaral Coutinho, Y., Ambler, A., Ambroz, L., Amelung, C., Amidei, D., Amor Dos Santos, S. P., Amoroso, S., Amrouche, C. S., An, F., Anastopoulos, C., Andari, N., Andeen, T., Anders, J. K., Andrean, S. Y., Andreazza, A., Andrei, V., Anelli, C. R., Angelidakis, S., Angerami, A., Anisenkov, A. V., Annovi, A., Antel, C., Anthony, M. T., Antipov, E., Antonelli, M., Antrim, D. J. A., Anulli, F., Aoki, M., Aparisi Pozo, J. A., Aparo, M. A., Aperio Bella, L., Aranzabal, N., Araujo Ferraz, V., Pereira, R. A., Arcangeletti, C., Arce, A. T. H., Arduh, F. A., Arguin, J. -F., Argyropoulos, S., Arling, J. -H., Armbruster, A. J., Armstrong, A., Arnaez, O., Arnold, H., Arrubarrena Tame, Z. P., Artoni, G., Asada, H., Asai, K., Asai, S., Asawatavonvanich, T., Asbah, N. A., Asimakopoulou, E. M., Asquith, L., Assahsah, J., Assamagan, K., Astalos, R., Atkin, R. J., Atkinson, M., Atlay, N. B., Atmani, H., Augsten, K., Austrup, V. A., Avolio, G., Ayoub, M. K., Azuelos, G., Babal, D., Bachacou, H., Bachas, K., Backman, F., Bagnaia, P., Bahrasemani, H., Bailey, A. J., Bailey, V. R., Baines, J. T., Bakalis, C., Baker, O. K., Bakker, P. J., Bakos, E., Bakshi Gupta, D., Balaji, S., Balasubramanian, R., Baldin, E. M., Balek, P., Balli, F., Balunas, W. K., Balz, J., Banas, E., Bandieramonte, M., Bandyopadhyay, A., Banerjee, Sw., Barak, L., Barbe, W. M., Barberio, E. L., Barberis, D., Barbero, M., Barbour, G., Barillari, T., Barisits, M. -S., Barkeloo, J., Barklow, T., Barnea, R., Barnett, B. M., Barnett, R. M., Barnovska-Blenessy, Z., Baroncelli, A., Barone, G., Barr, A. J., Barranco Navarro, L., Barreiro, F., Barreiro Guimarães Da Costa, J., Barron, U., Barsov, S., Bartels, F., Bartoldus, R., Bartolini, G., Barton, A. E., Bartos, P., Basalaev, A., Basan, A., Bassalat, A., Basso, M. J., Bates, R. L., Batlamous, S., Batley, J. R., Batool, B., Battaglia, M., Bauce, M., Bauer, F., Bauer, P., Bawa, H. S., Bayirli, A., Beacham, J. 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M., Zakareishvili, T., Zakharchuk, N., Zambito, S., Zanzi, D., Zeißner, S. V., Zeitnitz, C., Zemaityte, G., Zeng, J. C., Zenin, O., Ženiš, T., Zenz, S., Zerradi, S., Zerwas, D., Zgubič, M., Zhang, B., Zhang, D. F., Zhang, G., Zhang, J., Zhang, K., Zhang, L., Zhang, M., Zhang, R., Zhang, S., Zhang, X., Zhang, Z., Zhao, P., Zhao, Y., Zhao, Z., Zhemchugov, A., Zheng, Z., Zhong, D., Zhou, B., Zhou, C., Zhou, H., Zhou, M., Zhou, N., Zhou, Y., Zhu, C. G., Zhu, C., Zhu, H. L., Zhu, H., Zhu, J., Zhu, Y., Zhuang, X., Zhukov, K., Zhulanov, V., Zieminska, D., Zimine, N. I., Zimmermann, S., Zinonos, Z., Ziolkowski, M., Živković, L., Zoccoli, A., Zoch, K., Zorbas, T. G., Zou, R., Zou, W., Zwalinski, L., Aloisio, Alberto, Alviggi, Mariagrazia, Canale, Vincenzo, Della Pietra, Massimo, Merola, Leonardo, Massarotti, Paolo, Conventi, Francesco, Rossi, Elvira, Carlino, Giampaolo, de Asmundis, Riccardo, Di Donato, Camilla, Doria, Alessandra, Iengo, Paolo, Izzo, Vincenzo, Perrella, Sabrina, Sekhniaidze, Givi, Cirotto, Francesco, Lavorgna, Marco, Giannini, Antonio, Atlas, Collaboration, Centre de Physique des Particules de Marseille (CPPM), Aix Marseille Université (AMU)-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), Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique de Clermont (LPC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), 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 de Physique Nucléaire et de Hautes Énergies (LPNHE (UMR_7585)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Centre de Calcul de l'IN2P3 (CC-IN2P3), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), ATLAS, Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Współautorami artykułu są członkowie ATLAS Collaboration w liczbie 2842, Aad, G, Bachas, K, Chiodini, G, Gorini, E, Gravili, F, Longo, L, Primavera, M, Reale, M, Schioppa, E, Spagnolo, S, Ventura, A, ATLAS Collaboration, And, Aad, G. 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[0000-0001-5975-8164], Wongel, A.F. [0000-0002-6620-6277], Woods, N.L. [0000-0002-8993-3063], Worm, S.D. [0000-0002-3865-4996], Wosiek, B.K. [0000-0003-4273-6334], Woźniak, K.W. [0000-0003-1171-0887], Wraight, K. [0000-0002-3298-4900], Wu, J. [0000-0002-3173-0802], Wu, S.L. [0000-0001-5866-1504], Wu, X. [0000-0001-7655-389X], Wu, Y. [0000-0002-1528-4865], Wu, Z. [0000-0002-5392-902X], Wuerzinger, J. [0000-0002-4055-218X], Wyatt, T.R. [0000-0001-9690-2997], Wynne, B.M. [0000-0001-9895-4475], Xella, S. [0000-0002-0988-1655], Xiao, X. [0000-0002-1344-8723], Xie, X. [0000-0001-6473-7886], Xu, D. [0000-0001-6355-2767], Xu, H. [0000-0001-6110-2172], Xu, L. [0000-0001-8997-3199], Xu, R. [0000-0002-1928-1717], Xu, T. [0000-0002-0215-6151], Xu, W. [0000-0001-5661-1917], Xu, Y. [0000-0001-9563-4804], Xu, Z. [0000-0001-9571-3131], Xu, Z. [0000-0001-9602-4901], Yabsley, B. [0000-0002-2680-0474], Yacoob, S. [0000-0001-6977-3456], Yallup, D.P. [0000-0003-4716-5817], Yamaguchi, N. 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[0000-0003-4341-1603], Zhang, Z. [0000-0002-7853-9079], Zhao, P. [0000-0003-0054-8749], Zhao, Y. [0000-0003-0494-6728], Zhao, Z. [0000-0001-6758-3974], Zhemchugov, A. [0000-0002-3360-4965], Zheng, Z. [0000-0002-8323-7753], Zhong, D. [0000-0001-9377-650X], Zhou, C. [0000-0001-5904-7258], Zhou, H. [0000-0002-7986-9045], Zhou, M. [0000-0001-7223-8403], Zhou, N. [0000-0002-1775-2511], Zhu, C.G. [0000-0001-8015-3901], Zhu, C. [0000-0002-5918-9050], Zhu, H.L. [0000-0001-8479-1345], Zhu, H. [0000-0001-8066-7048], Zhu, J. [0000-0002-5278-2855], Zhu, Y. [0000-0002-7306-1053], Zhuang, X. [0000-0003-0996-3279], Zhukov, K. [0000-0003-2468-9634], Zhulanov, V. [0000-0002-0306-9199], Zieminska, D. [0000-0002-6311-7420], Zimine, N.I. [0000-0003-0277-4870], Zimmermann, S. [0000-0002-1529-8925], živković, L. [0000-0003-4236-8930], Zoccoli, A. [0000-0002-0993-6185], Zoch, K. [0000-0003-2138-6187], Zorbas, T.G. [0000-0003-2073-4901], Zou, R. [0000-0002-0542-1264], Zou, W. [0000-0002-0779-8815], Zwalinski, L. [0000-0002-9397-2313], and Apollo - University of Cambridge Repository
Subjects: Physics::Instrumentation and Detectors, design, 01 natural sciences, damage [radiation], High Energy Physics - Experiment, design [detector], High Energy Physics - Experiment (hep-ex), NIEL damage, pixel, scattering [p p], [PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex], Detector modelling and simulations I (interaction of radiation with matter, interaction of photons with matter, interaction of hadrons with matter, etc), Radiation damage to detector materials (solid state), tracking detector, Instrumentation, Mathematical Physics, Leakage (electronics), radiation: damage, Physics, Settore FIS/01, Large Hadron Collider, track data analysis, 4. Education, pixel [detector], Detector, microstrip [semiconductor detector], interaction of photons with matter, Monte Carlo [numerical calculations], ATLAS, semiconductor, charged particle, Semiconductor detector, interaction of hadrons with matter, medicine.anatomical_structure, CERN LHC Coll, semiconductor detector: microstrip, LHC, colliding beams [p p], numerical calculations: Monte Carlo, LHC, NIEL damage, silicon sensor, damage, Particle Physics - Experiment, safety, p p: scattering, 530 Physics, energy loss, Detector modelling and simulations I (interaction of radiation with matter, FOS: Physical sciences, LHC, ATLAS, High Energy Physics, Radiation, Optics, Atlas (anatomy), 0103 physical sciences, medicine, detector: pixel, High Energy Physics, ddc:610, 010306 general physics, detector: design, etc), Pixel, detector, 010308 nuclear & particles physics, business.industry, paper, radiation, Semiconductor, 13. Climate action, silicon sensor, semiconductor detector, High Energy Physics::Experiment, business, microstrip, p p: colliding beams, experimental results
Abstract: We acknowledge the support of ANPCyT, Argentina; YerPhI, Armenia; ARC, Australia; BMWFW and FWF, Austria; ANAS, Azerba 1/4 an; SSTC, Belarus; CNPq and FAPESP, Brazil; NSERC, NRC and CFI, Canada; CERN; ANID, Chile; CAS, MOST and NSFC, China; COLCIENCIAS, Colombia; MSMT CR, MPO CR and VSC CR, Czech Republic; DNRF and DNSRC, Denmark; IN2P3-CNRS and CEA-DRF/IRFU, France; SRNSFG, Georgia; BMBF, HGF and MPG, Germany; GSRT, Greece; RGC and Hong Kong SAR, China; ISF and Benoziyo Center, Israel; INFN, Italy; MEXT and JSPS, Japan; CNRST, Morocco; NWO, Netherlands; RCN, Norway; MNiSW and NCN, Poland; FCT, Portugal; MNE/IFA, Romania; JINR; MES of Russia and NRC KI, Russian Federation; MESTD, Serbia; MSSR, Slovakia; ARRS and MIZS, Slovenia; DST/NRF, South Africa; MICINN, Spain; SRC and Wallenberg Foundation, Sweden; SERI, SNSF and Cantons of Bern and Geneva, Switzerland; MOST, Taiwan; TAEK, Turkey; STFC, United Kingdom; DOE and NSF, United States of America. In addition, individual groups and members have received support from BCKDF, CANARIE, Compute Canada, CRC and IVADO, Canada; Be 1/4 ing Municipal Science & Technology Commission, China; COST, ERC, ERDF, Horizon 2020 and Marie Sklodowska-Curie Actions, European Union; Investissements d'Avenir Labex, Investissements d'Avenir Idex and ANR, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece; BSF-NSF and GIF, Israel; La Caixa Banking Foundation, CERCA Programme Generalitat de Catalunya and PROMETEO and GenT Programmes Generalitat Valenciana, Spain; Goran Gustafssons Stiftelse, Sweden; The Royal Society and Leverhulme Trust, United Kingdom., Non-ionizing energy loss causes bulk damage to the silicon sensors of the ATLAS pixel and strip detectors. This damage has important implications for data-taking operations, charged-particle track reconstruction, detector simulations, and physics analysis. This paper presents simulations and measurements of the leakage current in the ATLAS pixel detector and semiconductor tracker as a function of location in the detector and time, using data collected in Run 1 (2010-2012) and Run 2 (2015-2018) of the Large Hadron Collider. The extracted fluence shows a much stronger vertical bar z vertical bar-dependence in the innermost layers than is seen in simulation. Furthermore, the overall fluence on the second innermost layer is significantly higher than in simulation, with better agreement in layers at higher radii. These measurements are important for validating the simulation models and can be used in part to justify safety factors for future detector designs and interventions., ANPCyT, YerPhI, Armenia, Australian Research Council, Austrian Science Fund (FWF), Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ), Fundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP), Natural Sciences and Engineering Research Council of Canada (NSERC), NRC, Canada, Canada Foundation for Innovation, ANID, Chile, Chinese Academy of Sciences, Ministry of Science and Technology, China, National Natural Science Foundation of China (NSFC), Departamento Administrativo de Ciencia, Tecnologia e Innovacion Colciencias, Ministry of Education, Youth & Sports - Czech Republic, Czech Republic Government, DNRF, Denmark, Federal Ministry of Education & Research (BMBF), HGF, Germany, Max Planck Society, Greek Ministry of Development-GSRT, Israel Science Foundation, Ministry of Education, Culture, Sports, Science and Technology, Japan (MEXT), Japan Society for the Promotion of Science, Netherlands Organization for Scientific Research (NWO), Netherlands Government, RCN, Norway, Ministry of Science and Higher Education, Poland, NCN, Poland, Portuguese Foundation for Science and Technology, European Commission, JINR, Russian Federation, NRC KI, Russian Federation, MSSR, Slovakia, Slovenian Research Agency - Slovenia, DST/NRF, South Africa, Spanish Government, SRC, Sweden, Wallenberg Foundation, Sweden, Ministry of Science and Technology, Taiwan, Ministry of Energy & Natural Resources - Turkey, UK Research & Innovation (UKRI), Science & Technology Facilities Council (STFC), United States Department of Energy (DOE), National Science Foundation (NSF), BCKDF, Canada, CRC, Canada, COST, European Union, European Research Council (ERC), ERDF, European Union, Horizon 2020, European Union, Marie Sklodowska-Curie Actions, European Union, French National Research Agency (ANR), German Research Foundation (DFG), Alexander von Humboldt Foundation, EU-ESF, Greece, Greek NSRF, Greece, BSF-NSF, Israel, German-Israeli Foundation for Scientific Research and Development, La Caixa Banking Foundation, Spain, BMWFW, Austria, CERN, Danish Natural Science Research Council, Centre National de la Recherche Scientifique (CNRS), CEA-DRF/IRFU, France, RGC, China, Hong Kong SAR, China, Benoziyo Center, Israel, Istituto Nazionale di Fisica Nucleare (INFN), CNRST, Morocco, MNE/IFA, Romania, Ministry of Education, Science & Technological Development, Serbia, MIZS, Slovenia, SERI, Switzerland, Swiss National Science Foundation (SNSF), Canton of Bern, Switzerland, Canton of Geneva, Switzerland, CANARIE, Canada, Compute Canada, Canada, IVADO, Canada, Be 1/4 ing Municipal Science & Technology Commission, China, Herakleitos programme, Thales Group, Aristeia programme, CERCA Programme Generalitat de Catalunya, Spain PROMETEO Programme Generalitat Valenciana, Spain, GenT Programme Generalitat Valenciana, Spain, Goran Gustafssons Stiftelse, Sweden, Royal Society of London, Leverhulme Trust
Published: 2021

14. Applications of Lipschitz neural networks to the Run 3 LHCb trigger system.

Author: Delaney, Blaise, Schulte, Nicole, Ciezarek, Gregory, Nolte, Niklas, Williams, Mike, and Albrecht, Johannes
Subjects: LARGE Hadron Collider, ARTIFICIAL neural networks, ACQUISITION of data, MULTIBODY systems
Abstract: The operating conditions defining the current data taking campaign at the Large Hadron Collider, known as Run 3, present unparalleled challenges for the real-time data acquisition workflow of the LHCb experiment at CERN. To address the anticipated surge in luminosity and consequent event rate, the LHCb experiment is transitioning to a fully software-based trigger system. This evolution necessitated innovations in hardware configurations, software paradigms, and algorithmic design. A significant advancement is the integration of monotonic Lipschitz Neural Networks into the LHCb trigger system. These deep learning models offer certified robustness against detector instabilities, and the ability to encode domain-specific inductive biases. Such properties are crucial for the inclusive heavy-flavour triggers and, most notably, for the topological triggers designed to inclusively select b-hadron candidates by exploiting the unique kinematic and decay topologies of beauty decays. This paper describes the recent progress in integrating Lipschitz Neural Networks into the topological triggers, highlighting the resulting enhanced sensitivity to highly displaced multi-body candidates produced within the LHCb acceptance. [ABSTRACT FROM AUTHOR]
Published: 2024
Full Text: View/download PDF

15. The ALICE Service Work system.

Author: de Souza Pereira, Jomar Júnior, Telesca, Adriana, Günter Simão, Mario, Manuel Seixas, Jose, and Coura Torres, Rodrigo
Subjects: ION-ion collisions, QUARK-gluon plasma, LARGE Hadron Collider, ELECTRONIC data processing
Abstract: The "A Large Ion Collider Experiment" (ALICE), one of the four large experiments at the European Organization for Nuclear Research (CERN), is responsible for studying the physics of strongly interacting matter and the quark-gluon plasma. In order to ensure the full success of ALICE operation and data taking during the Large Hadron Collider Runs 3 and 4, a list of tasks identified as Service Work is established and maintained. This concerns detector maintenance, operation, calibration, quality control, data processing and outreach, as well as coordination and managerial roles in ALICE. The ALICE Glance Service Work system is a tool developed by a cooperation between the ALICE Collaboration and several universities that serves as the link between the user interaction and thousands of database entries. This paper describes the development process of this system and its functionalities, which range from planning the entire year of work for hundreds of tasks to individually assigning these tasks to members of the collaboration. [ABSTRACT FROM AUTHOR]
Published: 2024
Full Text: View/download PDF

16. Support for experiments at INFN-T1.

Author: Pellegrino, Carmelo, Cesini, Daniele, Fornari, Federico, Lattanzio, Daniele, Morganti, Lucia, Pascolini, Alessandro, and Rendina, Andrea
Subjects: PARTICLE physics, LARGE Hadron Collider, GRAVITATIONAL waves, NUCLEAR physics, HIGH performance computing
Abstract: The Italian WLCG Tier-1 located in Bologna and managed by INFN-CNAF has a long tradition in supporting several research communities in the fields of High-Energy Physics, Astroparticle Physics, Gravitational Waves, Nuclear Physics and others, to which provides computing resources in the form of batch computing, both HPC, HTC and Cloud, and storage. Although the LHC experiments at CERN represent the main users of the Tier-1 resources, an increasing number of communities and experiments are also being supported in all of their computing activities. Due to this demanding user base, an efficient support system is needed in order to assure a smooth and appropriate exploitation of the computing infrastructure. In this framework, such a role is played by the Tier-1 User Support group, which acts as the entry point for services, support requests, and problem reports. The group makes use of multiple systems to meet the different needs and specificities of the supported experiments. Moreover, the group continuously maintains detailed knowledge base in the form of an on-line user guide and develops tools to advertise specific information about the services available to the communities in a form that is easy to access and use. The communication channels are represented by ticketing systems and also by mailing lists used for a more direct communication, allowing to promptly notify maintenance interventions, downtimes and more in general all the new features and services provided by the center. In this paper, the ticketing systems, tools, platforms and services that User Support offers, and the internal organization of the department will be described. Future workflow plans in view of the DATACLOUD project, which will require an increasing effort, will also be presented. [ABSTRACT FROM AUTHOR]
Published: 2024
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17. Software Training Outreach In HEP.

Author: Malik, Sudhir, Cordero, Danelix, Elmer, Peter, LaMee, Adam, and Cecire, Ken
Subjects: PARTICLE physics, HIGH school teachers, CYBERINFRASTRUCTURE, LARGE Hadron Collider, PHYSICS education
Abstract: The NSF-funded IRIS-HEP "Training, Education & Outreach" program and QuarkNet are partnering to enable and expand software training for the high school teachers with a goal to tap, grow and diversify the talent pipeline from K-12 students for future cyberinfrastructure. The Institute for Research and Innovation in Software for High Energy Physics (IRIS-HEP) is a software institute that aims to develop the state-of-the-art software cyberinfrastructure for the High Luminosity Large Hadron Collider (HL-LHC) at CERN and other planned HEP experiments of the 2020's. QuarkNet provides professional development to K-12 physics teachers in particle physics content and teaching methods. The two projects have recently built a collaborative relationship where a well-established community of QuarkNet K-12 teachers has access to a wide training on software tools via its Data and Coding Camps supported by IRISHEP. The paper highlights the synergistic efforts and future plans. [ABSTRACT FROM AUTHOR]
Published: 2024
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18. The Global Network Advancement Group A Next Generation System for the LHC Program and Data Intensive Sciences.

Author: Newman, Harvey
Subjects: LARGE Hadron Collider, DATA management, MACHINE learning, LOAD balancing (Computer networks), MATHEMATICAL optimization
Abstract: This paper presents the rapid progress, vision and outlook across multiple state of the art development lines within the Global Network Advancement Group (GNA-G) and its Data Intensive Sciences and SENSE/AutoGOLE working groups, which are designed to meet the present and future needs and address the challenges of the Large Hadron Collider and other science programs with global reach. Since it was founded in the Fall of 2019 and the working groups were formed in 2020, in partnership with ESnet, Internet2, CENIC, GEANT, ANA, RNP, StarLight, NRP, N-DISE, AmLight, and many other leading research and education networks and network R&D projects, as well as Caltech, UCSD/SDSC, Fermilab, CERN, LBL, and many other leading universities and laboratories, the GNA-G working groups have deployed two virtual circuit and programmable testbeds spanning six continents which supports continuous developments aimed at the next generation of programmable networks interworking with the science programs' computing and data management systems. The talk covers examples of recent progress in developing and deploying new methods and approaches in multidomain virtual circuits, flow steering, path selection, load balancing and congestion avoidance, segment routing and machine learning based traffic prediction and optimization. [ABSTRACT FROM AUTHOR]
Published: 2024
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19. The Spanish CMS Analysis Facility at CIEMAT.

Author: Cárdenas-Montes, M., Delgado Peris, A., Flix, J., Hernández, J.M., León Holgado, J., Morcillo Pérez, C., Pérez-Calero Yzquierdo, A., and Rodríguez Calonge, F.J.
Subjects: LARGE Hadron Collider, COMPACT muon solenoid experiment, DATA reduction, GRID computing, DATA analysis
Abstract: The increasingly larger data volumes that the LHC experiments will accumulate in the coming years, especially in the High-Luminosity LHC era, call for a paradigm shift in the way experimental datasets are accessed and analyzed. The current model, based on data reduction on the Grid infrastructure, followed by interactive data analysis of manageable size samples on the physicists' individual computers, will be superseded by the adoption of Analysis Facilities. This rapidly evolving concept is converging to include dedicated hardware infrastructures and computing services optimized for the effective analysis of large HEP data samples. This paper describes the actual implementation of this new analysis facility model at the CIEMAT institute, in Spain, to support the local CMS experiment community. Our work details the deployment of dedicated highly performant hardware, the operation of data staging and caching services ensuring prompt and efficient access to CMS physics analysis datasets, and the integration and optimization of a custom analysis framework based on ROOT's RDataFrame and CMS NanoAOD format. Finally, performance results obtained by benchmarking the deployed infrastructure and software against a CMS analysis workflow are summarized. [ABSTRACT FROM AUTHOR]
Published: 2024
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20. The Creation and Evolution of the US ATLAS Shared Analysis Facilities.

Author: Rind, Ofer, Benjamin, Douglas, Bryant, Lincoln, Caramarcu, Costin, Gardner, Robert, Golnaraghi, Farnaz, Hollowell, Christopher, Hu, Fengping, Jordan, David, Stephen, Judith, Vukotic, Ilija, and Yang, Wei
Subjects: LARGE Hadron Collider, PARTICLE physics, COMPUTER file sharing, ATLAS (Computer program language), INFORMATION technology
Abstract: Prior to the start of the LHC Run 3, the US ATLAS Software and Computing operations program established three shared Tier 3 Analysis Facilities (AFs). The newest AF was established at the University of Chicago in the past year, joining the existing AFs at Brookhaven National Lab and SLAC National Accelerator Lab. In this paper, we will describe both the common and unique aspects of these three AFs, and the resulting distributed facility from the user's perspective, including how we monitor and measure the AFs. The common elements include enabling easy access via Federated ID, file sharing via EOS, provisioning of similar Jupyter environments using common Jupyter kernels and containerization, and efforts to centralize documentation and user support channels. The unique components we will cover are driven in turn by the requirements, expertise and resources at each individual site. Finally, we will highlight how the US AFs are collaborating with other ATLAS and LHC wide (IRIS-HEP and HSF) user analysis support activities, evaluating tools like ServiceX and Coffea-Casa. [ABSTRACT FROM AUTHOR]
Published: 2024
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21. Optimization of opportunistic utilization of the ATLAS high-level trigger farm for LHC Run 3.

Author: Glushkov, Ivan, Lee, Chris, di Girolamo, Alessandro, Walker, Rodney, and Gottardo, Carlo Alberto
Subjects: MATHEMATICAL optimization, LARGE Hadron Collider, DATA acquisition systems, CENTRAL processing units, DISCRETE event simulation
Abstract: The ATLAS Trigger and Data Acquisition (TDAQ) High Level Trigger (HLT) computing farm contains 120 000 CPU cores. These resources are critical for the online selection and collection of collision data in the ATLAS experiment during LHC operation. Since 2013, during a longer period of LHC inactivity, these resources are being used for offline event simulation via the "Simulation at Point One" project (Sim@P1). With the recent start of LHC Run 3 and the flat computing budget expected in the near future, finding ways to maximize resource utilization efficiency is of paramount importance. Recent improvements in the ATLAS software stack can potentially allow the utilization of the Sim@P1 even during LHC operation for the duration of the LHC inter-fill gaps. While previous papers on the Sim@P1 project emphasized the technical implementation details, the current contribution is presenting results of a variety of tests that led to the optimal configuration of the job submission infrastructure which would allow the use of Sim@P1 during LHC Run 3. [ABSTRACT FROM AUTHOR]
Published: 2024
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22. Lifecycle Management, Business Continuity and Disaster Recovery Planning for the LHCb Experiment Control System Infrastructure.

Author: Cifra, Pierfrancesco, Sborzacchi, Francesco, Neufeld, Niko, and Cardoso, Luis Granado
Subjects: BUSINESS continuity planning, DISASTER relief, LARGE Hadron Collider, PARTICLE physics, VIRTUAL machine systems
Abstract: LHCb (Large Hadron Collider beauty) is one of the four large particle physics experiments aimed at studying differences between particles and anti-particles and very rare decays in the charm and beauty sector of the standard model at the LHC. The Experiment Control System (ECS) is in charge of the configuration, control, and monitoring of the various subdetectors as well as all areas of the online system, and it is built on top of hundreds of Linux virtual machines (VM) running on a Red Hat Enterprise Virtualisation cluster. For such a mission-critical project, it is essential to keep the system operational; it is not possible to run the LHCb's Data Acquisition without the ECS, and a failure would likely mean the loss of valuable data. In the event of a disruptive fault, it is important to recover as quickly as possible in order to restore normal operations. In addition, the VM's lifecycle management is a complex task that needs to be simplified, automated, and validated in all of its aspects, with a particular focus on deployment, provisioning, and monitoring. The paper describes the LHCb's approach to this challenge, including the methods, solutions, technology, and architecture adopted. We also show limitations and problems encountered, and we present the results of tests performed. [ABSTRACT FROM AUTHOR]
Published: 2024
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23. Analyzing, Identifying & Alerting on Network Issues.

Author: Vasileva, Petya, Babik, Marian, McKee, Shawn, and Vukotic, Ilija
Subjects: LARGE Hadron Collider, GRID computing, TRAFFIC congestion, ROUTING (Computer network management), COMPUTER systems
Abstract: The Worldwide LHC Computing Grid (WLCG) relies on the network as a critical part of its infrastructure and therefore needs to guarantee effective network usage and prompt detection and resolution of any network issues, including connection failures, congestion, and traffic routing. In this paper, we will describe our ongoing work to proactively analyze, correlate and alert on various network and infrastructure issues. We will discuss the methods and techniques applied, the systems developed, and the challenges with the measurements that make it difficult to easily identify problems or assign those problems to the appropriate location(s). [ABSTRACT FROM AUTHOR]
Published: 2024
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24. Site Sonar-A Flexible and Extensible Infrastructure Monitoring Tool for ALICE Computing Grid.

Author: Wijethunga, Kalana, Storetvedt, Maksim, Grigoras, Costin, Betev, Latchezar, Litmaath, Maarten, Amarasinghe, Gayashan, and Perera, Indika
Subjects: GRID computing, INFRASTRUCTURE (Economics), LARGE Hadron Collider, SONAR, DETECTORS
Abstract: The ALICE experiment at the CERN Large Hadron Collider relies on a massive, distributed Computing Grid for its data processing. The ALICE Computing Grid is built by combining a large number of individual computing sites distributed globally. These Grid sites are maintained by different institutions across the world and contribute thousands of worker nodes possessing different capabilities and configurations. Developing software for Grid operations that works on all nodes while harnessing the maximum capabilities offered by any given Grid site is challenging without advance knowledge of what capabilities each site offers. Site Sonar is an architecture-independent Grid infrastructure monitoring framework developed by the ALICE Grid team to monitor the infrastructure capabilities and configurations of worker nodes at sites across the ALICE Grid without the need to contact local site administrators. Site Sonar is a highly flexible and extensible framework that offers infrastructure metric collection without local agent installations at Grid sites. This paper introduces the Site Sonar Grid infrastructure monitoring framework and reports significant findings acquired about the ALICE Computing Grid using Site Sonar. [ABSTRACT FROM AUTHOR]
Published: 2024
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25. Automated Network Services for Exascale Data Movement.

Author: Balcas, Justas, Newman, Harvey, Bhat, Preeti P., Würthwein, Frank, Guiang, Jonathan, Arora, Aashay, Davila, Diego, Graham, John, Hutton, Thomas, Lehman, Tom, Yang, Xi, Guok, Chin, Alexander Mason, David, Gutsche, Oliver, DeMar, Phil, Huang, Chih-Hao, Asif Shah, Syed, Litvintsev, Dmitry, Heath, Ryan, and Malone Melo, Andrew
Subjects: LARGE Hadron Collider, DATA management, SOLENOIDS, COMPUTER software, MUONS
Abstract: The Large Hadron Collider (LHC) experiments distribute data by leveraging a diverse array of National Research and Education Networks (NRENs), where experiment data management systems treat networks as a "blackbox" resource. After the High Luminosity upgrade, the Compact Muon Solenoid (CMS) experiment alone will produce roughly 0.5 exabytes of data per year. NREN Networks are a critical part of the success of CMS and other LHC experiments. However, during data movement, NRENs are unaware of data priorities, importance, or need for quality of service, and this poses a challenge for operators to coordinate the movement of data and have predictable data flows across multi-domain networks. The overarching goal of SENSE (The Software-defined network for End-to-end Networked Science at Exascale) is to enable National Labs and universities to request and provision end-to-end intelligent network services for their application workflows leveraging SDN (Software-Defined Networking) capabilities. This work aims to allow LHC Experiments and Rucio, the data management software used by CMS Experiment, to allocate and prioritize certain data transfers over the wide area network. In this paper, we will present the current progress of the integration of SENSE, Multi-domain end-to-end SDN Orchestration with QoS (Quality of Service) capabilities, with Rucio, the data management software used by CMS Experiment. [ABSTRACT FROM AUTHOR]
Published: 2024
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26. Experimental Results on Multiple Heavy Vector Boson Production at the LHC.

Author: Tsukerman, I. I.
Subjects: LARGE Hadron Collider, TOP quarks
Abstract: Multiple heavy vector boson production in collisions at the LHC is a good testing ground for new physics. The simplest way to obtain four such bosons, namely , in the final state is to have two pairs in a single event. Three heavy vector bosons can be produced in events with two pairs of top quarks, with one -pair and additional top quark, with one -pair plus a heavy boson, with one top quark plus two vector bosons as well as directly. This paper summarizes results on the mentioned multiple heavy vector boson production by the ATLAS and CMS experiments at the Large Hadron Collider. They are mostly based on datasets accumulated at TeV during the whole Run2. [ABSTRACT FROM AUTHOR]
Published: 2023
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27. Federated Identity Management for Research.

Author: Barton, Thomas, Gietz, Peter, Kelsey, David, Koranda, Scott, Short, Hannah, Stevanovic, Uros, Forti, A., Betev, L., Litmaath, M., Smirnova, O., and Hristov, P.
Subjects: IDENTITY management systems, PARTICLE physics, LARGE Hadron Collider, ACQUISITION of data, RISK assessment
Abstract: Federated identity management (FIM) is an arrangement that can be made among multiple organisations that lets subscribers use the same identification data to obtain access to the secured resources of all organisations in the group. In many research communities there is an increasing interest in a common approach to FIM as there is obviously a large potential for synergies. FIM4R [1] provides a forum for communities to share challenges and ideas, and to shape the future of FIM for our researchers. Current participation covers high energy physics, life sciences and humanities, to mention but a few. In 2012 FIM4R converged on a common vision for FIM, enumerated a set of requirements and proposed a number of recommendationsfor ensuring a roadmap for the uptake of FIM [2]. In summer 2018, FIM4R published an updated version of this paper [3]. The High Energy Physics (HEP) Community has been heavily involved in creating both the original white paper and the new version, which documented the progress made in FIM for Research, in addition to the current challenges. This paper presents the conclusions of this second FIM4R white paper and a summary of the identified requirements and recommendations. We focus particularly on the direction being taken by the Worldwide LHC Computing Grid (WLCG), through the WLCG Authorisation Working Group, and the requirements gathered from the HEP Community. [ABSTRACT FROM AUTHOR]
Published: 2019
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28. The ATLAS fast TracKer system

Author: Aad, Georges, Abbott, Braden Keim, Abreu, Henso, Arcangeletti, Chiara, Gutierrez Zagazeta, Luis Felipe, Gutschow, Christian, Guyot, Claude, Gwenlan, Claire, Gwilliam, Carl, Haaland, Even Simonsen, Haas, Andy, Haas, Andrew, Haber, Carl, Hadavand, Haleh, Arce, Ayana Tamu, Hadef, Asma, Haleem, Mahsana, Haley, Joseph, Hall, Jack Joseph, Halladjian, Garabed, Hallewell, Gregory, Hamano, Kenji, Hamdaoui, Hassane, Hamer, Matthias, Hamity, Guillermo Nicolas, Arguin, Jean-francois, Han, Kunlin, Han, Liangliang, Han, Liang, Han, Shuo, Han, Yi Fei, Hanagaki, Kazunori, Hance, Mike, Hank, Michael Donald, Hankache, Robert, Hansen, Eva Brottmann, Argyropoulos, Spyros, Hansen, Jorgen Beck, Hansen, Dines, Hansen, Maike Christina, Hansen, Peter, Hanson, Emily Claire, Hara, Kazuhiko, Harenberg, Torsten, Harkusha, Siarhei, Harrison, Paul Fraser, Hartman, Nicole Michelle, Arling, Jan-hendrik, Hartmann, Nikolai, Hasegawa, Yoji, Hasib, Ahmed, Hasley, Lloyd Alan, Hassani, Samira, Haug, Sigve, Hauser, Reiner, Havranek, Miroslav, Hawkes, Chris, Hawkings, Richard, Armbruster, Aaron James, Hayashida, Shota, Hayden, Daniel, Hayes, Christopher Robyn, Hayes, Robin, Hays, Chris, Hays, Jonathan, Hayward, Helen, Haywood, Stephen, He, Fudong, He, Yunjian, Armstrong, Alexander, Heath, Matthew Peter, Hedberg, Vincent, Heggelund, Andreas Lokken, Hehir, Natasha, Heidegger, Constantin, Heidegger, Kim Katrin, Heidorn, William Dale, Heilman, Jesse Alan, Heim, Sarah, Heim, Timon, Arnaez, Olivier, Heinemann, Beate, Heinlein, James Geddy, Heinrich, Jochen Jens, Heinrich, Lukas Alexander, Hejbal, Jiri, Helary, Louis, Held, Alexander, Hellesund, Simen, Helling, Cole Michael, Hellman, Sten, Arnold, Hannah, Helsens, Clement, Henderson, Robert, Henkelmann, Lars, Henriques Correia, Ana Maria, Herde, Hannah Elizabeth, Hernandez Jimenez, Yesenia, Herr, Holger Arnold, Herrmann, Maximilian Georg, Herrmann, Tim, Herten, Gregor, Arrubarrena Tame, Zulit Paola, Hertenberger, Ralf, Hervas, Luis, Hessey, Nigel, Hibi, Hiroaki, Higashino, Satoshi, Higon-rodriguez, Emilio, Hildebrand, Kevin, Hill, John, Hill, Kurt Keys, Hiller, Karl Heinz, Abulaiti, Yiming, Artoni, Giacomo, Hu, Yi Fan, Hiller, Karlheinz, Hillier, Stephen, Hils, Maximilian, Hinchliffe, Ian, Hinterkeuser, Florian, Hirose, Minoru, Hirose, Shigeki, Hirschbuehl, Dominic, Hiti, Bojan, Asada, Haruka, Hladik, Ondrej, Hobbs, John David, Hobincu, Radu, Tal Hod, Noam, Hodgkinson, Mark, Hoecker, Andreas, Hohn, David, Hohov, Dmytro, Holm, Tanja, Holmes, Tova, Asai, Kanae, Holzbock, Michael, Hommels, Bart, Hong, Tae Min, Honig, Jan Cedric, Honle, Andreas, Hooberman, Benjamin Henry, Hopkins, Walter, Horii, Yasuyuki, Horn, Philipp, Horyn, Lesya Anna, Asai, Shoji, Hou, Suen, Howarth, James William, Hoya, Joaquin, Hrabovsky, Miroslav, Hrynevich, Aliaksei, Hrynova, Tetiana, Hsu, Pai-hsien, Hsu, Shih-chieh, Hu, Qipeng, Hu, Shuyang, Asawatavonvanich, Thanawat, Iakovidis, Georgios, Hu, Yifan, Huang, Danping, Huang, Xiaozhong, Huang, Yicong, Huang, Yanping, Hubacek, Zdenek, Hubaut, Fabrice, Hubner, Michael, Huegging, Fabian, Asbah, Nedaa Alexandra, Huffman, Todd Brian, Huhtinen, Mika, Hulsken, Raphael, Hunter, Robert Francis, Husejko, Michal, Huseynov, Nazim, Huston, Joey, Huth, John, Hyneman, Rachel Jordan, Hyrych, Sofiia, Asimakopoulou, Eleni Myrto, Iacobucci, Giuseppe, Iakovidis, George, Ibragimov, Iskander, Iconomidou-fayard, Lydia, Iengo, Paolo, Ignazzi, Rosanna, Iguchi, Ryunosuke, Iizawa, Tomoya, Ikegami, Yoichi, Ilic, Nikolina, Asquith, Lily, Imam, Hajar, Introzzi, Gianluca, Iodice, Mauro, Iordanidou, Kalliopi, Ippolito, Valerio, Isacson, Max Fredrik, Ishino, Masaya, Islam, Wasikul, Issever, Cigdem, Istin, Serhat, Assahsah, Jihad, Ito, Hiroki, Iturbe, Julia, Iuppa, Roberto, Ivina, Anna, Izen, Joseph Michael, Izzo, Vincenzo, Jacka, Petr, Jackson, Paul, Jacobs, Ruth Magdalena, Jaeger, Benjamin Paul, Assamagan, Ketevi Adikle, Jakel, Gunnar, Jakobi, Katharina Bianca, Jakobs, Karl, Jakoubek, Tomas, Jamieson, Jonathan, Janas, Krzysztof, Jansky, Roland, Janus, Piotr Andrzej, Jarlskog, Goran, Jaspan, Adam Elliott, Acharya, Bobby Samir, Astalos, Robert, Javadov, Namig, Javurek, Tomas, Javurkova, Martina, Jeanneau, Fabien, Jeanty, Laura, Jejelava, Juansher, Jenni, Peter, Jezequel, Stephane, Jia, Jiangyong, Jia, Zihang, Atkin, Ryan Justin, Jiang, Yi, Jiggins, Stephen, Jimenez Morales, Fabricio Andres, Jimenez Pena, Javier, Jin, Shan, Jinaru, Adam, Jinnouchi, Osamu, Jivan, Harshna, Johansson, Per Daniel Conny, Johns, Kenneth, Atkinson, Markus Julian, Johnson, Christian, Jones, Eleanor, Jones, Roger, Jones, Samuel David, Jones, Tim, Joos, Markus, Jovicevic, Jelena, Ju, Xiangyang, Junggeburth, Johannes Josef, Juste Rozas, Aurelio, Atlay, Naim Bora, Kaczmarska, Anna, Kado, Marumi, Kagan, Harris, Kagan, Michael Aaron, Kahn, Alan Mathew, Kahra, Christian, Kaji, Toshiaki, Kajomovitz Must, Enrique, Kalderon, Charles William, Kartvelishvili, Vakhtang, Atmani, Hicham, Kalderon, Will, Kaluza, Adam, Kamenshchikov, Andrey, Kaneda, Michiru, Kang, Nathan Jihoon, Kang, Shuaiyan, Kano, Yuya, Kanzaki, Junichi, Kar, Deepak, Karava, Kla, Atmasiddha, Prachi, Kareem, Mohammad, Karkanias, Ioannis, Karpov, Sergey, Karpova, Zoya, Kaya, Fikriye Idil, Kartvelishvili, Vato, Karyukhin, Andrei, Kasimi, Eirini, Kastanas, Alex, Kasten, Michael Scott, Augsten, Kamil, Kato, Chikuma, Katzy, Judith, Kawade, Kentaro, Kawagoe, Kiyotomo, Kawaguchi, Tomomi, Kawaguchi, Yoshimasa, Kawamoto, Tatsuo, Kawamura, Gen, Kay, Ellis, Kaya, Colette, Austrup, Volker Andreas, Kazakos, Stergios, Kazanin, Vassili, Keaveney, James Michael, Keeler, Richard, Keller, John Stakely, Kelsey, Daniel Christopher, Kempster, Jacob Julian, Kendrick, James Andrew, Kennedy, Kiley Elizabeth, Kepka, Oldrich, Avolio, Giuseppe, Kersten, Susanne, Kersevan, Borut Paul, Ketabchi, Sana, Khalil-zada, Farhad, Khandoga, Mykola, Khanov, Alexander, Kharlamov, Alexey, Kharlamova, Tatyana, Khoda, Elham E, Khoo, Teng Jian, Ayoub, Mohamad Kassem, Khoriauli, Gia, Khramov, Evgeny, Khubua, Djemal, Kido, Shogo, Kiehn, Moritz, Kilgallon, Aaron Joseph, Kim, Eunchong, Kim, Young-kee, Kimura, Naoki, Kirchhoff, Andreas, Achkar, Baida, Azuelos, Georges, Kirchmeier, David, Kirk, Julie, Kiryunin, Andrei, Kishimoto, Tomoe, Kisliuk, Dylan Perry, Kitali, Vincent, Kitsaki, Chara, Kivernyk, Oleh, Klapdor-kleingrothaus, Thorwald, Klassen, Martin, Babal, Dominik, Klein, Christoph Thomas, Klein, Lucas, Klein, Matthew Henry, Klein, Max, Klein, Uta, Klimek, Pawel Jan, Klimentov, Alexei, Klimpel, Fabian, Klingl, Tobias, Klioutchnikova, Tatiana, Bachacou, Henri, Klitzner, Felix Fidelio, Kluit, Peter, Kluth, Stefan, Kneringer, Emmerich, Knoops, Edith, Knue, Andrea Helen, Kobayashi, Dai, Kobel, Michael, Kocian, Martin, Kodama, Takafumi, Bachas, Dinos, Kodys, Peter, Kock, Daniela, Konig, Philipp, Koffas, Thomas, Koehler, Nicolas, Kolb, Mathis, Koletsou, Iro, Komarek, Tomas, Koeneke, Karsten, Kong, Albert, Backman, Karl Filip, Kono, Takanori, Konstantinides, Vasilis, Konstantinidis, Nikolaos, Konya, Balazs, Kopeliansky, Revital, Koperny, Stefan Zenon, Korcyl, Krzysztof Marian, Kordas, Konstantinos, Kowalewski, Robert Victor, Kordas, Kostas, Bagnaia, Paolo, Koren, Guy, Korn, Andreas, Korolkov, Ilya, Korolkova, Elena, Korotkova, Natalia, Kortner, Oliver, Kortner, Sandra, Kostyukhin, Vadim, Kotsokechagia, Anastasia, Kotwal, Ashutosh, Bahrasemani, Sina, Koulouris, Aimilianos, Kourkoumeli-charalampidi, Athina, Kourkoumelis, Christine, Kourlitis, Evangelos, Kowalewski, Bob, Kozanecki, Witold, Kozhin, Anatoli, Kramarenko, Viktor, Kramberger, Gregor, Krasnopevtsev, Dimitrii, Bailey, Adam, Krasny, Mieczyslaw, Krasznahorkay, Attila, Kremer, Jakub, Kretzschmar, Jan, Kreul, Ken Matthias, Krieger, Peter, Krieter, Ferdinand, Krishnamurthy, Samyukta, Krishnan, Anjali, Krivos, Martin, Bailey, Virginia, Krizka, Karol, Kroeninger, Kevin Alexander, Kroha, Hubert, Kroll, Jiri, Kroll, Joe, Kulchitsky, Yuri, Kuleshov, Sergey, Kroll, Joseph Ira, Krowpman, Kyle Stuart, Kruchonak, Uladzimir, Baines, John, Krueger, Hans, Krumnack, Nils Erik, Kruse, Mark, Krzysiak, Janina Anna, Kubota, Arisa, Kuchinskaia, Olesia, Kuday, Sinan, Kuchler, Daniela, Kuechler, Jan, Kuehn, Susanne, Adam, Lennart, Bakalis, Christos, Kuhl, Thorsten, Kukhtin, Victor, Koultchitski, Yuri, Kuleshov, Serguei, Kulinich, Yakov Petrovich, Kumar, Mukesh, Kuna, Marine, Kupco, Alexander, Kupfer, Tobias, Kuprash, Oleg, Baker, Keith, Kurashige, Hisaya, Kurchaninov, Leonid, Kurochkin, Yurii, Kurova, Anastasia, Kurth, Matthew Glenn, Kuwertz, Emma Sian, Kuze, Masahiro, Kvam, Audrey Katherine, Kvita, Jiri, Kwan, Tony, Bakker, Pepijn Johannes, Lacasta Llacer, Carlos, Lacava, Francesco, Lack, David Philip John, Lacker, Heiko Markus, Lacour, Didier, Ladygin, Evgueni, Lafaye, Remi, Laforge, Bertrand, Lagouri, Theodota, Lai, Stanley, Bakos, Evelin, Lai, Stan, Lakomiec, Inga Katarzyna, Lambert, Joseph Earl, Lammers, Sabine Wedam, Lampl, Walter, Lampoudis, Christos, Lancon, Eric Christian, Landgraf, Ulrich, Landon, Murrough, Lang, Valerie, Bakshi Gupta, Debottam, Lange, Joern, Langenberg, Robert Johannes, Lankford, Andrew James, Lanni, Francesco, Lantzsch, Kerstin, Lanza, Agostino, Lapertosa, Alessandro, Laporte, Jean-francois, Lari, Tommaso, Lasagni Manghi, Federico, Balaji, Shyam, Lassnig, Mario, Latonova, Vera, Lau, Tak Shun, Laudrain, Antoine, Laurier, Alexandre, Lavorgna, Marco, Lawlor, Sean Dean, Lazzaroni, Massimo, Le, Brian, Le Guirriec, Emmanuel, Balasubramanian, Rahul, Lebedev, Alexandre, Leblanc, Matthew Edgar, LeCompte, Thomas, Leblanc, Matt, Le Compte, Tom, Ledroit, Fabienne, Lee, Ava Chloe Audrey, Lee, Claire, Lee, Graham Richard, Lee Jr, Lawrence, Baldin, Evgenii, Lee, Shih-chang, Lee, Songkyo, Lefebvre, Benoit, Lefebvre, Helena, Lefebvre, Michel, Leggett, Charles, Lehmann, Konstantin, Lehmann, Niklaus, Lehmann Miotto, Giovanna, Leight, William Axel, Balek, Petr, Leisos, Antonios, Lisboa Leite, Marco, Leitgeb, Clara Elisabeth, Leitner, Rupert, Leney, Katharine, Lenz, Tatjana, Leone, Sandra, Leonidopoulos, Christos, Leopold, Alexander, Leroy, Claude, Balli, Fabrice, Les, Robert, Lester, Christopher, Levchenko, Mikhail, Leveque, Jessica, Levin, Daniel, Levin, Dan, Levinson, Lorne, Lewis, Daniel James, Li, Boyang, Li, Bing, Adam Bourdarios, Claire, Balunas, William Keaton, Li, Changqiao, Li, Fan, Li, Heng, Li, Haifeng, Li, Jing, Li, Ke, Li, Liang, Li, Mengran, Li, Quanyin, Li, Shu, Balz, Johannes, Li, Xingguo, Li, Yichen, Li, Zhi, Li, Zhiying, Li, Zhelun, Li, Zhiyuan, Liang, Zhijun, Liberali, Valentino, Liberatore, Marianna, Liberti, Barbara, Banas, Elzbieta, Lie, Ki, Lim, Sanghoon, Lin, Chiao-ying, Lin, Kuan-yu, Linck, Rebecca, Lindley, Rachel Elizabeth, Lindon, Jack, Linss, Arthur, Lionti, Anthony, Lipeles, Elliot, Bandieramonte, Marilena, Lipniacka, Anna, Lisovyi, Mykhailo, Liss, Tony, Liss, Anthony Michael, Lister, Alison, Little, Jared, Liu, Bo, Liu, Bingxuan, Liu, Jianbei, Liu, Jesse, Bandyopadhyay, Anjishnu, Liu, Kun, Liu, Minghui, Liu, Mingyi, Liu, Peilian, Liu, Xiaotian, Liu, Yi, Liu, Yang, Liu, Yanlin, Liu, Yanwen, Livan, Michele, Barak, Liron, Lleres, Annick, Llorente Merino, Javier, Lloyd, Stephen, Lloyd, Steve, Lobodzinska, Ewelina Maria, Loch, Peter, Loffredo, Salvatore, Lohse, Thomas, Lohwasser, Kristin, Lokajicek, Milos, Barbe, William Mickael, Long, Jonathan, Long, Robin Eamonn, Longarini, Iacopo, Longo, Luigi, Longo, Riccardo, Lopez Paz, Ivan, Lopez Solis, Alvaro, Lorenz, Jeanette Miriam, Lorenzo Martinez, Narei, Lory, Alexander, Barberio, Elisabetta, Loesle, Alena, Lou, Xuanhong, Lou, Xinchou, Lounis, Abdenour, Love, Jeremy Robert, Love, Peter, Lozano Bahilo, Julio, Lu, Miaoran, Lu, Sicong, Lu, Yun-ju, Barberis, Dario, Lubatti, Henry, Luci, Claudio, Lucio Alves, Fabio Lucio, Lucotte, Arnaud, Luehring, Fred, Luise, Ilaria, Luminari, Lamberto, Lund-jensen, Bengt, Luongo, Nicholas, Lutz, Margaret Susan, Barbero, Marlon Benoit, Lynn, David, Lyons, Harry John, Lysak, Roman, Lytken, Else, Lyu, Feng, Lyubushkin, Vladimir, Lyubushkina, Tatiana, Ma, Hong, Ma, Lianliang, Ma, Yanhui, Adamczyk, Leszek, Barbour, Gregory, Macdonell, Danika Marina, Maccarrone, Giovanni, Macdonald, Calum Michael, Macdonald, Jack, Machado Miguens, Joana, Madar, Romain, Mader, Wolfgang, Madugoda Ralalage Don, Madhuranga, Madysa, Nico, Maeda, Junpei, Barillari, Teresa, Maeno, Tadashi, Maerker, Max, Magerl, Veronika, Magro, Jacopo, Mahon, Devin, Maidantchik, Carmen, Maio, Amelia, Maj, Klaudia, Majersky, Oliver, Majewski, Stephanie, Barisits, Martin, Makovec, Nikola, Malaescu, Bogdan, Malecki, Pawel, Maleev, Victor, Malek, Fairouz, Malito, Davide, Mallik, Usha, Malone, Claire, Maltezos, Stavros, Malyukov, Sergey, Barkeloo, Jason Tyler Colt, Mamuzic, Judita, Mancini, Giada, Mandalia, Jesal, Mandic, Igor, Manhaes De Andrade Filho, Luciano, Maniatis, Ioannis Michail, Manjarres, Joany, Mankinen, Katja Hannele, Mann, Alexander, Manousos, Athanasios, Barklow, Tim, McCarthy, Tom, McDonald, Emily, Manousos, Thanos, Mansoulie, Bruno, Manthos, Ioannis, Manzoni, Stefano, Marantis, Alexandros, Marchese, Luigi, Marchiori, Giovanni, Marcisovsky, Michal, Barnett, Bruce M, Marcoccia, Lorenzo, Marcon, Caterina, Marjanovic, Marija, Marshall, Zach, Martensson, Mikael, Marti I Garcia, Salvador, Martin, Tim, Martin, Victoria, Martin Dit Latour, Bertrand, Martinelli, Luca, Barnett, Michael, Martinez-perez, Mario, Martinez Agullo, Pablo, Martinez Outschoorn, Verena Ingrid, Martin-haugh, Stewart, Martoiu, Sorin, Martyniuk, Alex Christopher, Marzin, Antoine, Maschek, Stefan Raimund, Masetti, Lucia, Mashimo, Tetsuro, Blenessy, Zuzana, Mashinistov, Ruslan, Masik, Jiri, Maslennikov, Alexei, Massa, Lorenzo, Massarotti, Paolo, Mastrandrea, Paolo, Mastroberardino, Anna, Masubuchi, Tatsuya, Matakias, Dimitrios, Mathisen, Thomas, Baroncelli, Toni, Matic, Andrea, Matsuzawa, Nobuo, Maurer, Julien, Macek, Bostjan, Maximov, Dmitriy, Mazini, Rachid, Maznas, Ioannis, Mazza, Simone Michele, Mc Ginn, Christopher, Mc Gowan, John Patrick, Barone, Gaetano, Mc Kee, Shawn, Mcfayden, Joshua Angus, McPherson, Robert, Mikenberg, Giora, Mccarthy, Thomas, Mccormack, William Patrick, Milke, Christopher Don, Mina, Robert Arthur, Mcdonald, Millie, Mcdougall, Ashley Ellen, Adamek, Lukas, Barr, Alan, Mcfayden, Josh, Mchedlidze, Gvantsa, Mc Kay, Maddie, Mclean, Kayla, Mcmahon, Stephen, Mcnamara, Peter Charles, Mcnicol, Christopher John, Mcpherson, Rob, Mdhluli, Joyful Elma, Meadows, Zachary Alden, Barranco Navarro, Laura, Meehan, Samuel Ross, Megy, Theo, Mehlhase, Sascha, Mehta, Andrew, Meirose, Bernhard, Melini, Davide, Mellado Garcia, Bruce, Meloni, Federico, Melzer, Alexander, Gouveia, Emanuel, Barreiro Alonso, Fernando, Mendes Jacques Da Costa, Antonio Manuel, Meng, Huan Yu, Meng, Lingxin, Menke, Sven, Meoni, Evelin, Mergelmeyer, Sebastian, Merkt, Sebastian Andreas, Merlassino, Claudia, Mermod, Philippe, Merola, Leonardo, Barreiro Guimaraes Da Costa, Joao, Meroni, Chiara, Merz, Garrett William, Meshkov, Oleg, Meshreki, John Kamal Rizk, Metcalfe, Jessica, Mete, Alaettin Serhan, Meyer, Christopher John, Meyer, Jean-pierre, Michetti, Michele, Middleton, Robin, Barron, Uriel, Mijovic, Liza, Mikenberg, George, Mikestikova, Marcela, Mikuz, Marko, Mildner, Hannes, Milic, Adriana, Milke, Chris, Miller, David, Miller, Laura Stephanie, Milov, Alexander, Barsov, Sergey, Milstead, David Anthony, Mina, Rob, Minaenko, Andrei, Minashvili, Irakli, Mince, Laurynas, Mincer, Allen Irving, Mindur, Bartosz, Mineev, Mikhail, Minegishi, Yuji, Mino, Yuya, Bartels, Falk, Mir Martinez, Lluisa Maria, Mironova, Maria, Mitani, Takashi, Mitrevski, Jovan, Mitsou, Vasiliki, Mittal, Monika, Miu, Ovidiu, Miucci, Antonio, Miyagawa, Paul, Mizukami, Atsushi, Bartoldus, Rainer, Mjoernmark, Jan-ulf, Mkrtchyan, Tigran, Mlynarikova, Michaela, Moa, Torbjorn, Mobius, Silke, Mochizuki, Kazuya, Moder, Paul, Mogg, Philipp, Mohapatra, Soumya, Mokgatitswane, Gaogalalwe, Bartolini, Giovanni, Momiyama, Keisuke, Mondal, Buddhadeb, Mondal, Santu, Monig, Klaus, 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Myers, Ava Anne, Myers, Greg, Myers, John, Myska, Miroslav, Neep, Thomas James, Ng, Yan Wing, Nachman, Ben, Nackenhorst, Olaf, Nag, Abhishek, Nagai, Koichi, Basso, Matthew Joseph, Nagano, Kunihiro, Nagle, James Lawrence, Nagy, Elemer, Nairz, Armin, Higuchi, Yu Nakahama, Nakamura, Koji, Nanjo, Hajime, Napolitano, Fabrizio, Naranjo, Roger, Narayan, Rohin Thampilali, Basson, Candice Ruth, Naryshkin, Iurii, Naseri, Mohsen, Naumann, Thomas, Navarro, Gabriela Alejandra, Navarro Gonzalez, Josep, Nechaeva, Polina, Nechansky, Filip, Neep, Tom, Negri, Andrea, Negrini, Matteo, Bates, Richard, Nellist, Clara, Nelson, Christina, Nelson, Michael Edward, Nemecek, Stanislav, Nessi, Marzio, Neubauer, Mark, Neuhaus, Friedemann, Neumann, Manuel, Newhouse, Robin, Newman, Paul Richard, Batlamous, Souad, Ng, Chi Wing, Ng, Sam Yanwing, Ng, Ying Wun Yvonne, Ngair, Badr-eddine, Nguyen, Hoang Dai Nghia, Nguyen Manh, Tuan, Nibigira, Emery, Nickerson, Richard, Nikolaidou, Rosy, Nielsen, Daniel, Batley, Richard, 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Eleonora, Rossi, Elvira, Belyaev, Nikita, Rossi, Leonardo, Rossini, Lorenzo, Rosten, Rachel Christine, Rotaru, Marina, Rottler, Benjamin, Rousseau, David, Rovelli, Giulia, Roy, Avik, Rozanov, Alexandre, Rozen, Yoram, Benchekroun, Driss, Ruan, Xifeng, Ruiz-Martinez, Aranzazu, Salnikov, Andrei, Sampsonidis, Dimitrios, Sankey, Dave, Ruan, Ruanxf, Ruby, Adam James, Ruggeri, Tristan Andrew, Ruehr, Frederik, Ruiz Martinez, Arantxa, Benekos, Nectarios, Rummler, Andre, Rurikova, Zuzana, Rusakovich, Nikolai, Russell, Heather, Rustige, Lennart, Rutherfoord, John P, Ruttinger, Elias, Rybar, Martin, Rye, Eli Baverfjord, Ryzhov, Andrey, Benhammou, Yan, Sabater Iglesias, Jorge Andres, Sabatini, Paolo, Sabetta, Luigi, Sacerdoti, Sabrina, Sadrozinski, Hartmut, Sadykov, Renat, Safai Tehrani, Francesco, Safarzadeh Samani, Batool, Safdari, Murtaza, Saha, Puja, Benjamin, Doug, Saha, Shreya, Sahinsoy, Merve, Sahu, Arunika, Saimpert, Matthias, Saito, Masahiko, Saito, Tomoyuki, Salamani, Dalila, Salamanna, Giuseppe, Schaffer, Arthur, Schegelsky, Valery, Benoit, Mathieu, Salnikov, Andy, Salt, Jose, Salvador Salas, Adrian, Salvatore, Daniela, Salvatore, Fabrizio, Salzburger, Andreas, Sammel, Dirk, Sampsonidis, Dimos, Sampsonidou, Despoina, Sanchez Martinez, Francisco Javier, Bensinger, Jim, Sanchez Pineda, Arturos, Sandaker, Heidi, Sander, Christian, Sanderswood, Izaac, Sandhoff, Marisa, Sandoval Usme, Carlos, Sankey, David, Sannino, Mario, Sano, Yuta, Sansoni, Andrea, Bentvelsen, Stan, Santoni, Claudio, Santos, Helena, Santpur, Sai Neha, Santra, Arka, Saoucha, Kamal, Sapronov, Andrey, Mendes Saraiva, Joao Gentil, Sasaki, Osamu, Sato, Koji, Sauerburger, Frank, Beresford, Lydia Audrey, Sauvan, Emmanuel, Savard, Pierre, Sawada, Ryu, Sawyer, Craig Anthony, Sawyer, Lee, Sayago Galvan, Ivan, Sbarra, Carla, Sbrizzi, Antonio, Scanlon, Timothy Paul, Schaarschmidt, Jana, Afik, Yoav, Beretta, Matteo Mario, Schacht, Peter, Schaefer, Douglas Michael, Schaefer, Leigh Catherine, Schaefer, Uli, Schaffer, R. D., Schaile, Dorothee, Schamberger Jr, Robert Dean, Schanet, Eric, Scharf, Christian, Scharmberg, Nicolas, Berge, David, Chtcheguelski, Valery, Scheirich, Daniel, Schenck, Ferdinand, Schernau, Michael, Schiavi, Carlo, Schildgen, Lara Katharina, Schillaci, Zachary Michael, Schioppa, Enrico Junior, Schioppa, Marco, Schleicher, Katharina, Bergeaas Kuutmann, Elin, Schlenker, Stefan, Schmidt-sommerfeld, Korbinian Ralf, Schmieden, Kristof, Schmitt, Christian, Schmitt, Stefan, Schoeffel, Laurent Olivier, Schoening, Andre, Scholer, Patrick, Schopf, Elisabeth, Schott, Matthias, Berger, Nicolas, Schouwenberg, Jeroen, Schovancova, Jaroslava, Schramm, Steven, Schroeder, Frederic, Schulte, Alexandra, Schultz-coulon, Hans-christian, Schumacher, Markus, Schumm, Bruce Andrew, Schune, Philippe, Schwartzman, Ariel Gustavo, Bergmann, Benedikt Ludwig, Schwarz, Thomas Andrew, Schwemling, Philippe, Schwienhorst, Reinhard, Sciandra, Andrea, Sciolla, Gabriella, Scuri, Fabrizio, Scutti, Federico, Scyboz, Ludovic Michel, Sebastiani, Cristiano, Sedlaczek, Kevin, Bergsten, Laura Jean, Seema, Pienpen, Seidel, Sally, Seiden, Abraham, Seidlitz, Blair Daniel, Seiss, Todd Michael, Seitz, Claudia, Seixas, Jose, Sekhniaidze, Givi, Sekula, Stephen Jacob, Semprini Cesari, Nicola, Beringer, Juerg, Sen, Sourav, Serfon, Cedric, Serin, Laurent, Serkin, Leonid, Sessa, Marco, Severini, Horst, Sevova, Stanislava, Sforza, Federico, Sfyrla, Anna, Shabalina, Elizaveta, Berlendis, Simon, Shahinian, Jeffrey David, Shaikh, Nabila Wahab, Shatalov, Pavel, Shojaii, Jafar, Sijacki, Djordje, Soukharev, Andrey, Shahinian, Jeff, Ahlgren, Nabila Wahab, Shaked Renous, Dan, Shan, Lianyou, Bernardi, Gregorio, Shang, Ruo-yu, Shapiro, Marjorie, Sharma, Abhishek, Shatalov, Sppavel, Shaw, Kate, Shaw, Savanna, Shehade, Mahran, Shen, Yu-ting, Sherwood, Peter, Bernius, Catrin, Shi, Liaoshan, Shimmin, Chase Owen, Shimogama, Yoshihiro, Shimojima, Makoto, Shinner, James David, Shipsey, Ian, Shirabe, Shohei, Shiyakova, Mariya, Shlomi, Jonathan, Shmeleva, Alevtina, Agapopoulou, Christina, Bernlochner, Florian Urs, Shochet, Mel, Shojaii, Seyed Ruhollah, Shope, David Richard, Shrestha, Suyog, Shrif, Esra Mohammed, Shroff, Maheyer Jamshed, Shulga, Evgeny, Sicho, Petr, Sickles, Anne Marie, Sideras Haddad, Elias, Berry, Tracey, Sidiropoulou, Ourania, Sidoti, Antonio, Siegert, Frank, Solodkov, Alexander, Sijacki, Dorde, Silva Oliveira, Marcos Vinicius, Silverstein, Samuel, Simion, Stefan, Simoniello, Rosa, Simpson-allsop, Cameron James, Berta, Peter, Simsek, Sinem, Sinervo, Pekka, Sinetckii, Viktor, Singh, Sundeep, Sinha, Sukanya, Sioli, Maximiliano, Siral, Ismet, Sivoklokov, Serguei, Sjoelin, Joergen, Skaf, Ali, Berthold, Anne-sophie, Skorda, Eleni, Skubic, Patrick, Slawinska, Magdalena, Sliwa, Krzysztof Jan, Smakhtin, Vladimir, Smart, Ben Harry, Smiesko, Juraj, Smirnov, Nikita, Smirnov, Serge, Smirnov, Yury, Bertram, Iain, Smirnova, Lidia, Smirnova, Oxana, Smith, Emily Ann, Smith, Hayden Alexander, Smizanska, Maria, Smolek, Karel, Smykiewicz, Andrzej, Snesarev, Andrei, Snoek, Hella, Snyder, Ian Michael, Bessidskaia Bylund, Olga, Snyder, Scott, Sobie, Randall, Soffer, Abner, Soloshenko, Alexei, Sopio, Alexander Linus, Sobie, Randy, Soffer, Abi, Sogaard, Andreas, Sohns, Fabian, Solans Sanchez, Carlos, Bethke, Siegfried, Soldatov, Evgeny, Soldevila Serrano, Urmila, Solodkov, Sanya, Soloshenko, Aleksey, Solovyanov, Oleg, Solovyev, Victor, Sommer, Philip, Son, Hyungsuk, Sonay, Anil, Song, Wen Yi, Betti, Alessandra, Sopczak, Andre, Sopio, Alex, Sopkova, Filomena, Sotiropoulou, Calliope-louisa, Sottocornola, Simone, Soualah, Rachik, Sukharev, Andrei, South, David, Stavropoulos, Georgios, Spagnolo, Stefania, Bevan, Adrian, Spalla, Margherita, Spangenberg, Martin, Spano, Francesco, Sperlich, Dennis, Spieker, Thomas Malte, Spigo, Giancarlo, Spina, Mario, Spiteri, Dwayne Patrick, Spousta, Martin, Strauss, Michael, Bhatta, Somadutta, Stabile, Alberto, Stamas, Brianna, Stamen, Rainer, Stamenkovic, Marko, Stampekis, Alexios, Stanecka, Ewa, Stanislaus, Beojan, Stanitzki, Marcel, Stankaityte, Migle, Stapf, Birgit Sylvia, Agaras, Merve Nazlim, Bhattacharya, Deb Sankar, Starchenko, Jenya, Stark, Giordon Holtsberg, Stark, Jan, Staroba, Pavel, Starovoitov, Pavel, Staerz, Steffen, Staszewski, Rafal, Stavropoulos, George, Steinberg, Peter Alan, Steinhebel, Amanda, Bhattarai, Prajita, Stelzer, Bernd, Stelzer, Joerg, Stelzer-chilton, Oliver, Stenzel, Hasko, Stevenson, Thomas James, Stewart, Graeme A, Stockton, Mark, Stoicea, Gabriel, Stolarski, Marcin, Stonjek, Stefan, Bhopatkar, Vallary Shashikant, Straessner, Arno, Strandberg, Jonas, Strandberg, Sara, Strauss, Mike, Strebler, Thomas, Strizenec, Pavol, Strohmer, Raimund, Strom, David, Stroynowski, Ryszard, Strubig, Antonia, Bi, Runyu, Stucci, Stefania Antonia, Stugu, Bjarne, Stupak, John, Styles, Nicholas, Su, Dong, Su, Wanyun, Su, Xiaowen, Suarez, Nicholas Bruno, Sulin, Vladimir, Sullivan, Matthew James, Bianchi, Riccardo Maria, Sultan, D. 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Stuart, Creager, Rachael Ann, Crepe-renaudin, Sabine, Aliev, Malik, Crescioli, Francesco, Cristinziani, Markus, Cristoforetti, Marco, Croft, Vincent Alexander, Crone, Gordon, Crosetti, Giovanni, Cunningham, William Reilly, Crosetti, Nanni, Cueto Gomez, Ana Rosario, Cuhadar Donszelmann, Tulay, Alimonti, Gianluca, Cui, Han, Cukierman, Aviv Ruben, Dandoy, Jeffrey Rogers, Darbo, Giovanni, Cunningham, Liam, Czekierda, Sabina Anna, Czodrowski, Patrick Karl, Czurylo, Marta, Sousa, Mario Jose, Da Fonseca Pinto, Joao Victor, Alison, John, Da Via, Cinzia, Dabrowski, Wladyslaw, Dachs, Florian, Dado, Tomas, Dahbi, Salah-eddine, Dai, Tiesheng, Dallapiccola, Carlo, Dam, Mogens, D'amen, Gabriele, D'amico, Valerio, Allaire, Corentin, Damp, Johannes Frederic, Dandoy, Jeff, Daneri, Maria Florencia, Danninger, Matthias, Dao, Valerio, Darbo, Nanni, Dartsi, Olympia, Dattagupta, Aparajita, D'auria, Saverio, David, Claire, Allbrooke, Benedict, Davidek, Tomas, Davis, Douglas Raymond, Dawson, Ian, De, Kaushik, De Asmundis, Riccardo, De Beurs, Marcus, De Castro, Stefano, De Groot, Nicolo, Vicente, Marcelo, De Jong, Paul, Allport, Philip Patrick, De La Torre Perez, Hector, De Maria, Antonio, De Pedis, Daniele, De Salvo, Alessandro, De Sanctis, Umberto, De Santis, Maurizio, De Santo, Antonella, De Vivie De Regie, Jean-baptiste, Dedovich, Dmitri, Deiana, Allison Mccarn, Abidi, Haider, Aloisio, Alberto, Del Peso, Jose, Delabat Diaz, Yasiel, Delgove, David, Deliot, Frederic, Delitzsch, Chris Malena, Della Pietra, Massimo, Della Volpe, Domenico, Dell'acqua, Andrea, Dell'asta, Lidia, Delmastro, Marco, Alonso, Francisco, Delporte, Charles Eliaz, Delsart, Pierre Antoine, Demers Konezny, Sarah Marie, Demichev, Mikhail, Demontigny, Gabriel, Denisov, Sergey, Denisov, Serguei, D'eramo, Louis, Derendarz, Dominik Karol, Derkaoui, Jamal, Alpigiani, Cristiano, Derue, Frederic, Dervan, Paul, Desch, Klaus, Dette, Karola, Deutsch, Christopher, Deviveiros, Pier-olivier, Di Bello, Francesco Armando, Di Ciaccio, Anna, Di Ciaccio, Lucia, Di Donato, Camilla, Alunno Camelia, Elio, Di Girolamo, Alessandro, Di Gregorio, Giulia, Di Luca, Andrea, Di Micco, Biagio, Di Nardo, Roberto, Di Sipio, Riccardo, Diaconu, Cristinel, De Almeida Dias, Flavia, Vale, Tiago, Diaz Gutierrez, Marco Aurelio, Alvarez Estevez, Manuel, Diaz Capriles, Federico Guillermo, Dickinson, Jennet Elizabeth, Didenko, Mariia, Diehl, Edward, Dietrich, Janet, Diez Cornell, Sergio, Diez Pardos, Carmen, Dimitrievska, Aleksandra, Ding, Wei, Dingfelder, Jochen Christian, Alviggi, Mariagrazia, Dittmeier, Sebastian, Dittus, Fido, Djama, Fares, Djobava, Tamar, Djuvsland, Julia Isabell, Barros do Vale, Maria Aline, Dobre, Monica, Dodsworth, David Michael, Doglioni, Caterina, Dolejsi, Jiri, Do Amaral Coutinho, Yara, Dolezal, Zdenek, Donadelli, Marisilvia, Dong, Binbin, Donini, Julien Noce, D'onofrio, Adelina, D'onofrio, Monica, Dopke, Jens, Doria, Alessandra, Dova, Maria Teresa, Doyle, Tony, Ambler, Alessandro, Drake, Gary, Drechsler, Eric, Dreyer, Etienne, Dreyer, Timo, Drobac, Alec Swenson, Du, Dongshuo, Du Pree, Tristan Arnoldus, Duan, Yanyun, Dubinin, Filipp, Dubovsky, Michal, Ambroz, Luca, Dubreuil, Arnaud, Duchovni, Ehud, Duckeck, Guenter, Ducu, Otilia Anamaria, Duda, Dominik, Dudarev, Alexey, Dudder, Andreas Christian, D'uffizi, Matteo, Duflot, Laurent, Duehrssen-debling, Michael, Amelung, Christoph, Dulsen, Carsten, Dumancic, Mirta, Dumitriu, Ana Elena, Dunford, Monica, Dungs, Sascha, Duperrin, Arnaud, Yildiz, Duran, Dueren, Michael Johannes, Durglishvili, Archil, Dutta, Baishali, Abouzeid, Hass, Amidei, Dante, Duvnjak, Damir, Dyckes, George, Ellis, Nicolas, Dyckes, Ian, Dyndal, Mateusz, Dysch, Samuel Dezso, Dziedzic, Bartosz Sebastian, Eggleston, Michael Glenn, Eifert, Till, Eigen, Gerald, Amor Dos Santos, Susana Patricia, Einsweiler, Kevin Frank, Ekelof, Tord Johan Carl, El Jarrari, Hassnae, Ellajosyula, Venugopal, Ellert, Mattias, Ellinghaus, Frank, Elliot, Alison, Ellis, Nick, Emerman, Alexander, Elmsheuser, Johannes, Amoroso, Simone, Elsing, Markus, Emeliyanov, Dmitry, Ezhilov, Alexey, Emerman, Alex, Enari, Yuji, Erdmann, Johannes, Ereditato, Antonio, Erland, Paula Agnieszka, Errenst, Martin, Escalier, Marc, Amrouche, Cherifa Sabrina, Escobar Ibanez, Carlos, Estrada Pastor, Oscar, Etzion, Erez, Gaspar De Andrade Evans, Guiomar, Evans, Hal, Evans, Meirin Oan, Ezhilov, Aleksei, Fabbri, Federica, Fabbri, Laura, Fabiani, Veronica, Anastopoulos, Christos, Facini, Gabriel, Fakhrutdinov, Rinat, Falciano, Speranza, Falke, Peter Johannes, Falke, Saskia, Faltova, Jana, Fang, Yi, Fang, Yaquan, Fanourakis, Georgios, Fanti, Marcello, Andari, Nansi, Faraj, Mohammed, Farbin, Amir, Farilla, Addolorata, Farilla, Ada, Farina, Edoardo Maria, Farooque, Trisha, Farrington, Sinead, Farthouat, Philippe, Fassi, Farida, Fassnacht, Patrick, Andeen, Timothy Robert, Fassouliotis, Dimitris, Faucci Giannelli, Michele, Fawcett, William James, Fayard, Louis, Fedin, Oleg, Fehr, Armin, Feickert, Matthew Carl, Feligioni, Lorenzo, Fell, Alix, Fell, Alexandra, Anders, John Kenneth, Feng, Cunfeng, Feng, Minyu, Fenton, Michael James, Fenyuk, Alexandre, Ferguson, Sarah Whitney, Ferrando, James Edward, Ferrari, Arnaud, Ferrari, Pamela, Ferrari, Roberto, Ferrer Soria, Antonio, Anderson, John Thomas, Ferrere, Didier, Ferretti, Claudio, Fiedler, Frank, Filipcic, Andrej, Filthaut, Frank, Finelli, Kevin Daniel, Castro Nunes Fiolhais, Miguel, Fiorini, Luca, Fischer, Florian, Fischer, Julian, Andrean, Stefio Yosse, Fisher, Wade Cameron, Fitschen, Tobias, Fleck, Ivor, Fleischmann, Philipp, Flick, Tobias, Flierl, Bernhard Matthias, Flores, Lucas Macrorie, Flores Castillo, Luis Roberto, Follega, Francesco Maria, Fomin, Nikolai, Abraham, Nicola Louise, Andreazza, Attilio, Foo, Joel Hengwei, Forcolin, Giulio Tiziano, Forland, Blake Christopher, Formica, Andrea, Forster, Fabian Alexander, Forti, Alessandra, Fortin, Etienne Marie, Foti, Maria Giovanna, Fournier, Daniel, Fox, Harald, Andrei, Victor, Francavilla, Paolo, Francescato, Simone, Franchini, Matteo, Franchino, Silvia, Francis, David, Franco, Luca, Franconi, Laura, Franklin, Melissa, Frattari, Guglielmo, Freeman, Patrick Moriishi, Anelli, Christopher Ryan, Freund, Benjamin, Spolidoro Freund, Werner, Freundlich, Elena Murielle, Frizzell, Dylan Cooper, Froidevaux, Daniel, Frost, James, Fujimoto, Minori, Fullana Torregrosa, Esteban, Fusayasu, Takahiro, Fuster Verdu, Juan, Angelidakis, Stylianos, Gabrielli, Alessandro, Gabrielli, Andrea, Gadow, Paul Philipp, Gagliardi, Guido, Gagnon, Louis-guillaume, Gallardo, Gabriel, Gallas, Elizabeth, Gallop, Bruce Joseph, Gamboa Goni, Rodrigo, Gan, KK, Angerami, Aaron, Garcia Pascual, Juan Antonio, Gan, Kock Kiam, Ganguly, Sanmay, Gao, Jun, Gao, Yanyan, Gao, Yongsheng, Garay Walls, Francisca, Garcia, Carmen, Garcia Navarro, Jose Enrique, Garcia, Juanan, Anisenkov, Alexey, Garcia-sciveres, Maurice, Gardner Jr, Robert William, Garelli, Nicoletta, Gargiulo, Simona, Garner, Christopher Andrew, Garonne, Vincent, Gasiorowski, Sean Joseph, Do Nascimento Gaspar, Philipp, Gatta, Maurizio, Gaudio, Gabriella, Annovi, Alberto, Gauzzi, Paolo, Gavrilenko, Igor, Gavrilyuk, Alexander, Gavriliuk, Aleksandr, Gay, Colin Warren, Gaycken, Goetz, Gazis, Evangelos, Geanta, Andrei Alexandru, Gee, Carolyn, Gee, Norman, Antel, Claire, Geisen, Jannik, Geisen, Marc, Gemme, Claudia, Genest, Marie-helene, Geng, Cong, Gentile, Simonetta, Gentsos, Christos, George, Simon, Geralis, Theodoros, Gerlach, Lino Oscar, Anthony, Matthew Thomas, Gessinger-befurt, Paul, Gessner, Gregor, Ghasemi Bostanabad, Meisam, Ghneimat, Mazuza, Ghosh, Aishik, Ghosh, Anindya, Giacobbe, Benedetto, Giagu, Stefano, Giangiacomi, Nico, Giannetti, Paola, Antipov, Egor, Giannini, Antonio, Giannini, Giulia, Gibson, Stephen, Gignac, Matthew, Gil, Damian Tomasz, Gilbert, Benjamin Jacob, Gillberg, Dag, Gilles, Geoffrey, Gillwald, Nils, Gingrich, Douglas, Abramowicz, Halina, Antonelli, Mario, Giordani, MarioPaolo, Gingrich, Doug, Giordani, Mapo, Giraud, Pierre-francois, Giugliarelli, Gilberto, Giugni, Danilo, Giuli, Francesco, Gkaitatzis, Stamatios, Gkialas, Ioannis, Gkougkousis, Evangelos, Antrim, Daniel Joseph, Gkougkousis, Vagelis, Gkountoumis, Panagiotis, Gladilin, Leonid, Glasman, Claudia, Glaysher, Paul, Gledhill, Galen Rhodes, Gnesi, Ivan, Goblirsch-kolb, Maximilian Emanuel, Godin, Dominique, Goldfarb, Steven, Anulli, Fabio, Golling, Tobias, Golubkov, Dmitry, Da Silva Gomes, Agostinho, Goncalves Gama, Rafael, Morais Silva Goncalo, Ricardo Jose, Gonella, Giulia, Gonella, Laura, Gongadze, Alexi, Gonnella, Francesco, Gonski, Julia Lynne, Aoki, Masato, Gonzalez De La Hoz, Santiago, Gonzalez Fernandez, Sergio, Gonzalez Lopez, Ricardo, Gonzalez Renteria, Cesar, Gonzalez Suarez, Rebeca, Gonzalez Sevilla, Sergio, Gonzalvo Rodriguez, Galo Rafael, Goossens, Luc, Gorasia, Nandish Arjan, Gorbounov, Petr, Aparisi Pozo, Javier Alberto, Gordon, Howard, Gorini, Benedetto, Gorini, Edoardo, Gorisek, Andrej, Goshaw, Alfred, Grillo, Alexander, Goshaw, Al, Gostkin, Mikhail, Gottardo, Carlo Alberto, Gouighri, Mohamed, Aparo, Marco, Goussiou, Anna, Govender, Nicolin, Goy, Corinne, Grabowska-bold, Iwona, Gramstad, Eirik, Grancagnolo, Sergio, Grandi, Mario, Grachev, Vadim, Gravila, Paul, Gravili, Francesco Giuseppe, Aperio Bella, Ludovica, Gray, Chloe, Gray, Heather, Green, Barry, Grefe, Christian, Gregor, Ingrid, Grenier, Philippe, Grevtsov, Kirill, Grieco, Chiara, Grieser, Nathan Allen, Grillo, Alex, Aranzabal Barrio, Nordin, Grimm, Kathryn, Grinstein, Sebastian, Grivaz, Jean-francois, Groh, Sabrina, Gross, Eilam, Grosse-knetter, Joern, Grout, Zara Jane, Grud, Christopher Ryan, Grummer, Aidan, Grundy, James Cameron, Araujo Ferraz, Victor, Guan, Liang, Guan, Wen, Gubbels, Chris, Guenther, Jaroslav, Gubbels, Christopher, Guerrero Rojas, Jesus, Guescini, Francesco, Guest, Dan, Guest, Daniel, Gugel, Ralf, Pereira, Rodrigo, Guida, Alessandro, Guillemin, Thibault, Guindon, Stefan, Guo, Jun, Guo, Ziyu, Gupta, Ruchi, Gurbuz, Saime, Gustavino, Giuliano, Guth, Manuel, Gutierrez, Phillip, Aad, G, Bachas, K, Chiodini, G, Gorini, E, Gravili, F, Longo, L, Primavera, M, Reale, M, Schioppa, E, Spagnolo, S, Ventura, A, ATLAS Collaboration, And, Centre de Physique des Particules de Marseille (CPPM), Aix Marseille Université (AMU)-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), Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique de Clermont (LPC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), 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 de Physique Nucléaire et de Hautes Énergies (LPNHE (UMR_7585)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Centre de Calcul de l'IN2P3 (CC-IN2P3), Institut National de Physique 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[0000-0002-5956-4244], Veneziano, S. [0000-0002-2598-2659], Ventura, A. [0000-0002-3368-3413], Verbytskyi, A. [0000-0002-3713-8033], Verducci, M. [0000-0001-8209-4757], Vergis, C. [0000-0002-3228-6715], Verkerke, W. [0000-0001-5468-2025], Vermeulen, A.T. [0000-0002-8884-7112], Vermeulen, J.C. [0000-0003-4378-5736], Vernieri, C. [0000-0002-0235-1053], Verschuuren, P.J. [0000-0002-4233-7563], Vetterli, M.C. [0000-0002-7223-2965], Viaux Maira, N. [0000-0002-5102-9140], Vickey, T. [0000-0002-1596-2611], Vickey Boeriu, O.E. [0000-0002-6497-6809], Viehhauser, G.H.A. [0000-0002-0237-292X], Vigani, L. [0000-0002-6270-9176], Villa, M. [0000-0002-9181-8048], Villaplana Perez, M. [0000-0002-0048-4602], Vilucchi, E. [0000-0002-4839-6281], Vincter, M.G. [0000-0002-5338-8972], Virdee, G.S. [0000-0002-6779-5595], Vishwakarma, A. [0000-0001-8832-0313], Vittori, C. [0000-0001-9156-970X], Vivarelli, I. [0000-0003-0097-123X], Vogel, M. [0000-0003-0672-6868], Vokac, P. [0000-0002-3429-4778], Von Ahnen, J. [0000-0003-4032-0079], von Buddenbrock, S.E. [0000-0002-8399-9993], Von Toerne, E. [0000-0001-8899-4027], Vorobel, V. [0000-0001-8757-2180], Vorobev, K. [0000-0002-7110-8516], Vos, M. [0000-0001-8474-5357], Vossebeld, J.H. [0000-0001-8178-8503], Vozak, M. [0000-0002-7561-204X], Vranjes, N. [0000-0001-5415-5225], Vranjes Milosavljevic, M. [0000-0003-4477-9733], Vreeswijk, M. [0000-0001-8083-0001], Vu, N.K. [0000-0002-6251-1178], Vuillermet, R. [0000-0003-3208-9209], Vukotic, I. [0000-0003-0472-3516], Wada, S. [0000-0002-8600-9799], Wagner, P. [0000-0001-7481-2480], Wagner, W. [0000-0002-9198-5911], Wahdan, S. [0000-0002-6324-8551], Wahlberg, H. [0000-0003-0616-7330], Wakasa, R. [0000-0002-8438-7753], Walbrecht, V.M. [0000-0002-7385-6139], Walder, J. [0000-0002-9039-8758], Walker, R. [0000-0001-8535-4809], Walkowiak, W. [0000-0002-0385-3784], Wang, A.M. [0000-0001-8972-3026], Wang, A.Z. [0000-0003-2482-711X], Wang, C. [0000-0001-9116-055X], Wang, C. [0000-0002-8487-8480], Wang, H. [0000-0003-3952-8139], Wang, J. [0000-0002-5246-5497], Wang, P. [0000-0002-6730-1524], Wang, R.-J. [0000-0002-5059-8456], Wang, R. [0000-0001-9839-608X], Wang, R. [0000-0001-8530-6487], Wang, S.M. [0000-0002-5821-4875], Wang, T. [0000-0002-1152-2221], Wang, W.T. [0000-0002-7184-9891], Wang, W.X. [0000-0002-1444-6260], Wang, Y. [0000-0003-2693-3442], Wang, Z. [0000-0002-0928-2070], Wanotayaroj, C. [0000-0002-8178-5705], Warburton, A. [0000-0002-2298-7315], Ward, C.P. [0000-0002-5162-533X], Ward, R.J. [0000-0001-5530-9919], Warrack, N. [0000-0002-8268-8325], Watson, A.T. [0000-0001-7052-7973], Watson, M.F. [0000-0002-9724-2684], Watts, G. [0000-0002-0753-7308], Waugh, B.M. [0000-0003-0872-8920], Webb, A.F. [0000-0002-6700-7608], Weber, C. [0000-0002-8659-5767], Weber, M.S. [0000-0002-2770-9031], Weber, S.A. [0000-0003-1710-4298], Weber, S.M. [0000-0002-2841-1616], Wei, Y. [0000-0001-9725-2316], Weidberg, A.R. [0000-0002-5158-307X], Weingarten, J. [0000-0003-2165-871X], Weirich, M. [0000-0002-5129-872X], Weiser, C. [0000-0002-6456-6834], Wells, P.S. [0000-0003-4999-896X], Wenaus, T. [0000-0002-8678-893X], Wendland, B. [0000-0003-1623-3899], Wengler, T. [0000-0002-4375-5265], Wenig, S. [0000-0002-4770-377X], Wermes, N. [0000-0001-9971-0077], Wessels, M. [0000-0002-8192-8999], Whalen, K. [0000-0002-9383-8763], Wharton, A.M. [0000-0002-9507-1869], White, A.S. [0000-0003-0714-1466], White, A. [0000-0001-8315-9778], White, M.J. [0000-0001-5474-4580], Whiteson, D. [0000-0002-2005-3113], Whitmore, B.W. [0000-0001-9130-6731], Wiedenmann, W. [0000-0003-3605-3633], Wiel, C. [0000-0003-1995-9185], Wielers, M. [0000-0001-9232-4827], Wiglesworth, C. [0000-0001-6219-8946], Wiik-Fuchs, L.A.M. [0000-0002-5035-8102], Wilkens, H.G. [0000-0002-8483-9502], Wilkins, L.J. [0000-0002-7092-3500], Williams, D.M. [0000-0002-5646-1856], Williams, S. [0000-0001-6174-401X], Willocq, S. [0000-0002-4120-1453], Windischhofer, P.J. [0000-0001-5038-1399], Wingerter-Seez, I. [0000-0001-9473-7836], Winkels, E. [0000-0003-0156-3801], Winklmeier, F. [0000-0001-8290-3200], Winter, B.T. [0000-0001-9606-7688], Wobisch, M. [0000-0002-0688-3380], Wolf, A. [0000-0002-4368-9202], Wölker, R. [0000-0002-7402-369X], Wolter, M.W. [0000-0001-9184-2921], Wolters, H. [0000-0002-9588-1773], Wong, V.W.S. [0000-0001-5975-8164], Wongel, A.F. [0000-0002-6620-6277], Woods, N.L. [0000-0002-8993-3063], Worm, S.D. [0000-0002-3865-4996], Wosiek, B.K. [0000-0003-4273-6334], Woźniak, K.W. [0000-0003-1171-0887], Wraight, K. [0000-0002-3298-4900], Wu, S.L. [0000-0001-5866-1504], Wu, X. [0000-0001-7655-389X], Wu, Y. [0000-0002-1528-4865], Wuerzinger, J. [0000-0002-4055-218X], Wyatt, T.R. [0000-0001-9690-2997], Wynne, B.M. [0000-0001-9895-4475], Xella, S. [0000-0002-0988-1655], Xiao, X. [0000-0002-1344-8723], Xie, X. [0000-0001-6473-7886], Xu, D. [0000-0001-6355-2767], Xu, H. [0000-0001-6110-2172], Xu, L. [0000-0001-8997-3199], Xu, R. [0000-0002-1928-1717], Xu, T. [0000-0002-0215-6151], Xu, W. [0000-0001-5661-1917], Xu, Y. [0000-0001-9563-4804], Xu, Z. [0000-0001-9571-3131], Xu, Z. [0000-0001-9602-4901], Yabsley, B. [0000-0002-2680-0474], Yacoob, S. [0000-0001-6977-3456], Yallup, D.P. [0000-0003-4716-5817], Yamaguchi, N. [0000-0002-6885-282X], Yamaguchi, Y. [0000-0002-3725-4800], Yamazaki, T. [0000-0003-0411-3590], Yamazaki, Y. [0000-0003-3710-6995], Yan, Z. [0000-0002-2483-4937], Yang, H.J. [0000-0001-7367-1380], Yang, H.T. [0000-0003-3554-7113], Yang, S. [0000-0002-0204-984X], Yang, T. [0000-0002-4996-1924], Yang, X. [0000-0002-1452-9824], Yang, X. [0000-0002-9201-0972], Yang, Y. [0000-0001-8524-1855], Yang, Z. [0000-0002-7374-2334], Yao, W-M. [0000-0002-3335-1988], Yap, Y.C. [0000-0001-8939-666X], Ye, H. [0000-0002-4886-9851], Ye, J. [0000-0001-9274-707X], Ye, S. [0000-0002-7864-4282], Yeletskikh, I. [0000-0003-0586-7052], Yexley, M.R. [0000-0002-1827-9201], Yin, P. [0000-0003-2174-807X], Yorita, K. [0000-0003-1988-8401], Yoshihara, K. [0000-0002-3656-2326], Young, C.J.S. [0000-0001-5858-6639], Young, C. [0000-0003-3268-3486], Yuan, R. [0000-0002-8452-0315], Yue, X. [0000-0001-6956-3205], Zaazoua, M. [0000-0002-4105-2988], Zabinski, B. [0000-0001-5626-0993], Zacharis, G. [0000-0002-3156-4453], Zaffaroni, E. [0000-0003-1714-9218], Zahreddine, J. [0000-0002-6932-2804], Zaitsev, A.M. [0000-0002-4961-8368], Zakareishvili, T. [0000-0001-7909-4772], Zakharchuk, N. [0000-0002-4963-8836], Zambito, S. [0000-0002-4499-2545], Zanzi, D. [0000-0002-1222-7937], Zeißner, S.V. [0000-0002-9037-2152], Zeitnitz, C. [0000-0003-2280-8636], Zemaityte, G. [0000-0001-6331-3272], Zeng, J.C. [0000-0002-2029-2659], Zenin, O. [0000-0002-5447-1989], Ženiš, T. [0000-0001-8265-6916], Zenz, S. [0000-0002-9720-1794], Zerradi, S. [0000-0001-9101-3226], Zerwas, D. [0000-0002-4198-3029], Zgubič, M. [0000-0002-5110-5959], Zhang, B. [0000-0002-9726-6707], Zhang, D.F. [0000-0001-7335-4983], Zhang, G. [0000-0002-5706-7180], Zhang, J. [0000-0002-9907-838X], Zhang, K. [0000-0002-9778-9209], Zhang, L. [0000-0002-9336-9338], Zhang, L. [0000-0001-5241-6559], Zhang, M. [0000-0001-8659-5727], Zhang, R. [0000-0002-8265-474X], Zhang, X. [0000-0003-4731-0754], Zhang, X. [0000-0003-4341-1603], Zhang, Y. [0000-0002-4554-2554], Zhang, Z. [0000-0002-7853-9079], Zhao, P. [0000-0003-0054-8749], Zhao, Y. [0000-0003-0494-6728], Zhao, Z. [0000-0001-6758-3974], Zhemchugov, A. [0000-0002-3360-4965], Zheng, Z. [0000-0002-8323-7753], Zhong, D. [0000-0001-9377-650X], Zhou, C. [0000-0001-5904-7258], Zhou, H. [0000-0002-7986-9045], Zhou, M. [0000-0001-7223-8403], Zhou, N. [0000-0002-1775-2511], Zhu, C.G. [0000-0001-8015-3901], Zhu, C. [0000-0002-5918-9050], Zhu, H.L. [0000-0001-8479-1345], Zhu, H. [0000-0001-8066-7048], Zhu, J. [0000-0002-5278-2855], Zhu, Y. [0000-0002-7306-1053], Zhuang, X. [0000-0003-0996-3279], Zhukov, K. [0000-0003-2468-9634], Zhulanov, V. [0000-0002-0306-9199], Zieminska, D. [0000-0002-6311-7420], Zimine, N.I. [0000-0003-0277-4870], Zimmermann, S. [0000-0002-1529-8925], Živković, L. [0000-0003-4236-8930], Zoccoli, A. [0000-0002-0993-6185], Zoch, K. [0000-0003-2138-6187], Zorbas, T.G. [0000-0003-2073-4901], Zou, R. [0000-0002-0542-1264], Zwalinski, L. [0000-0002-9397-2313], Apollo - University of Cambridge Repository, Współautorami artykułu są członkowie ATLAS Collaboration w liczbie 2890, Aloisio, Alberto, Alviggi, Mariagrazia, Canale, Vincenzo, Della Pietra, Massimo, Merola, Leonardo, Massarotti, Paolo, Conventi, Francesco, Rossi, Elvira, Carlino, Giampaolo, de Asmundis, Riccardo, Di Donato, Camilla, Doria, Alessandra, Iengo, Paolo, Izzo, Vincenzo, Perrella, Sabrina, Sekhniaidze, Givi, Cirotto, Francesco, Lavorgna, Marco, Giannini, Antonio, and Atlas, Collaboration
Subjects: Kjerne- og elementærpartikkelfysikk: 431 [VDP], Physics - Instrumentation and Detectors, Computer science, data acquisition, Tracking (particle physics), 01 natural sciences, Online farms and online filtering, High Energy Physics - Experiment, Subatomär fysik, High Energy Physics - Experiment (hep-ex), Data acquisition, Software, cluster finding, Subatomic Physics, [PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex], hardware, Calibration and fitting methods, Cluster finding, Modular electronics, Pattern recognition, Trigger concepts and systems (hardware and software), Detectors and Experimental Techniques, Instrumentation, Mathematical Physics, FPGA, Settore FIS/01, Large Hadron Collider, Pattern recognition, cluster finding, calibration and fitting methods, track data analysis, Detector, integrated circuit, microstrip [semiconductor detector], Modular electronic, Instrumentation and Detectors (physics.ins-det), calibration and fitting methods, ATLAS, medicine.anatomical_structure, Nuclear and elementary particle physics: 431 [VDP], Pattern recognition (psychology), design [electronics], semiconductor detector: microstrip, LHC, Computer hardware, performance, Particle Physics - Experiment, 530 Physics, FOS: Physical sciences, LHC, ATLAS, High Energy Physics, Accelerator Physics and Instrumentation, programming, Calibration and fitting method, semiconductor detector: pixel, Atlas (anatomy), 0103 physical sciences, medicine, High Energy Physics, ddc:610, [PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det], 010306 general physics, Field-programmable gate array, numerical calculations, pixel [semiconductor detector], 010308 nuclear & particles physics, business.industry, paper, bibliography, Acceleratorfysik och instrumentering, trigger, LHC, Particle Tracking, High-level Trigger, Particle Tracking, efficiency, High-level Trigger, data management, business, Hadron-hadron collisions, electronics: design
Abstract: We thank CERN for the very successful operation of the LHC, as well as the support staff from our institutions without whom ATLAS could not be operated efficiently. We acknowledge the support of ANPCyT, Argentina; YerPhI, Armenia; ARC, Australia; BMWFW and FWF, Austria; ANAS, Azerba¼an; SSTC, Belarus; CNPq and FAPESP, Brazil; NSERC, NRC and CFI, Canada; CERN; ANID, Chile; CAS, MOST and NSFC, China; COLCIENCIAS, Colombia; MSMT CR, MPO CR and VSC CR, Czech Republic; DNRF and DNSRC, Denmark; IN2P3-CNRS and CEA-DRF/IRFU, France; SRNSFG, Georgia; BMBF, HGF and MPG, Germany; GSRT, Greece; RGC and Hong Kong SAR, China; ISF and Benoziyo Center, Israel; INFN, Italy; MEXT and JSPS, Japan; CNRST, Morocco; NWO, Netherlands; RCN, Norway; MNiSW and NCN, Poland; FCT, Portugal; MNE/IFA, Romania; JINR; MES of Russia and NRC KI, Russian Federation; MESTD, Serbia; MSSR, Slovakia; ARRS and MIZŠ, Slovenia; DST/NRF, South Africa; MICINN, Spain; SRC and Wallenberg Foundation, Sweden; SERI, SNSF and Cantons of Bern and Geneva, Switzerland; MOST, Taiwan; TAEK, Turkey; STFC, United Kingdom; DOE and NSF, United States of America. In addition, individual groups and members have received support from BCKDF, CANARIE, Compute Canada, CRC and IVADO, Canada; Be¼ing Municipal Science & Technology Commission, China; COST, ERC, ERDF, Horizon 2020 and Marie Skłodowska-Curie Actions, European Union; Investissements d’Avenir Labex, Investissements d’Avenir Idex and ANR, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece; BSF-NSF and GIF, Israel; La Caixa Banking Foundation, CERCA Programme Generalitat de Catalunya and PROMETEO TEO and GenT Programmes Generalitat Valenciana, Spain; Göran Gustafssons Stiftelse, Sweden; The Royal Society and Leverhulme Trust, United Kingdom. The crucial computing support from all WLCG partners is acknowledged gratefully, in particular from CERN, the ATLAS Tier-1 facilities at TRIUMF (Canada), NDGF (Denmark, Norway, Sweden), CC-IN2P3 (France), KIT/GridKA (Germany), INFN-CNAF(Italy), NL-T1 (Netherlands), PIC (Spain), ASGC (Taiwan), RAL (U.K.) and BNL (U.S.A.), the Tier-2 facilities worldwide and large non-WLCG resource providers. Major contributors of computing resources are listed in ref. [52]., The ATLAS Fast TracKer (FTK) was designed to provide full tracking for the ATLAS high-level trigger by using pattern recognition based on Associative Memory (AM) chips and fitting in high-speed field programmable gate arrays. The tracks found by the FTK are based on inputs from all modules of the pixel and silicon microstrip trackers. The as-built FTK system and components are described, as is the online software used to control them while running in the ATLAS data acquisition system. Also described is the simulation of the FTK hardware and the optimization of the AM pattern banks. An optimization for long-lived particles with large impact parameter values is included. A test of the FTK system with the data playback facility that allowed the FTK to be commissioned during the shutdown between Run 2 and Run 3 of the LHC is reported. The resulting tracks from part of the FTK system covering a limited η-ϕ region of the detector are compared with the output from the FTK simulation. It is shown that FTK performance is in good agreement with the simulation., ANPCyT, Argentina, YerPhI, Armenia, ARC, Australia, BMWFW and FWF, Austria, ANAS, Azerbaijan, SSTC, Belarus, CNPq and FAPESP, Brazil, NSERC, NRC and CFI, Canada, CERN, ANID, Chile, CAS, MOST and NSFC, China, COLCIENCIAS, Colombia, MSMT CR, MPO CR and VSC CR, Czech Republic, DNRF and DNSRC, Denmark, IN2P3-CNRS and CEA-DRF/IRFU, France, SRNSFG, Georgia, BMBF, HGF and MPG, Germany, GSRT, Greece, RGC and Hong Kong SAR, China, ISF and Benoziyo Center, Israel, INFN, Italy, MEXT and JSPS, Japan, CNRST, Morocco, NWO, Netherlands, RCN, Norway, MNiSW and NCN, Poland, FCT, Portugal, MNE/IFA, Romania, JINR, MES of Russia and NRC KI, Russian Federation, MESTD, Serbia, MSSR, Slovakia, ARRS and MIZŠ, Slovenia, DST/NRF, South Africa, MICINN, Spain, SRC and Wallenberg Foundation, Sweden, SERI, SNSF and Cantons of Bern and Geneva, Switzerland, MOST, Taiwan, TAEK, Turkey, STFC, United Kingdom, DOE and NSF, United States of America, BCKDF, CANARIE, Compute Canada, CRC and IVADO, Canada, Bejiing Municipal Science & Technology Commission, China, COST, ERC, ERDF, Horizon 2020 and Marie Skłodowska-Curie Actions, European Union, Investissements d’Avenir Labex, Investissements d’Avenir Idex and ANR, France, DFG and AvH Foundation, Germany, Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece, BSF-NSF and GIF, Israel, La Caixa Banking Foundation, CERCA Programme Generalitat de Catalunya and PROMETEO and GenT Programmes Generalitat Valenciana, Spain, Göran Gustafssons Stiftelse, Sweden, The Royal Society and Leverhulme Trust, United Kingdom
Published: 2021

29. Dip-Bump Structure in Proton's Single Diffractive Dissociation at the Large Hadron Collider.

Author: Jenkovszky, László, Schicker, Rainer, and Szanyi, István
Subjects: DIFFRACTIVE scattering, LARGE Hadron Collider, NUCLEON-nucleon scattering, PROTONS, MOMENTUM transfer, HADRON colliders, ELASTIC scattering
Abstract: By extending the dipole Pomeron (DP) model, successful in describing elastic nucleon–nucleon scattering, to proton single diffractive dissociation (SD), we predict a dip-bump structure in the squared four-momentum transfer (t) distribution of proton's SD. Structures in the t distribution of single diffractive dissociation are predicted around t = − 4 GeV 2 at LHC energies in the range of 3 GeV 2 ≲ | t | ≲ 7 GeV 2 . Apart from the dependence on s (total energy squared) and t (squared momentum transfer), we predict also a dependence on missing masses. We include the minimum set of Regge trajectories, namely the Pomeron and the Odderon, indispensable at the LHC. Further generalization, e.g., by the inclusion of non-leading Regge trajectories, is straightforward. The present model contains two types of Regge trajectories: those connected with t -channel exchanges (the Pomeron, the Odderon, and non-leading (secondary) reggeons) appearing at small and moderate − t , where they are real and nearly linear, as well as direct-channel trajectories α (M 2) related to missing masses. In this paper, we concentrate on structures in t neglecting (for the time being) resonances in M 2 . [ABSTRACT FROM AUTHOR]
Published: 2024
Full Text: View/download PDF

30. Measurement and interpretation of same-sign W boson pair production in association with two jets in pp collisions at s = 13 TeV with the ATLAS detector.

Author: Aad, G., Abbott, B., Abeling, K., Abicht, N. J., Abidi, S. H., Aboulhorma, A., Abramowicz, H., Abreu, H., Abulaiti, Y., Abusleme Hoffman, A. C., Acharya, B. S., Adam Bourdarios, C., Adamczyk, L., Adamek, L., Addepalli, S. V., Addison, M. J., Adelman, J., Adiguzel, A., Adye, T., and Affolder, A. A.
Subjects: JETS (Nuclear physics), PROTON-proton interactions, PAIR production, ELECTROWEAK interactions, BOSONS, DIFFERENTIAL cross sections, HIGGS bosons, LARGE Hadron Collider
Abstract: This paper presents the measurement of fiducial and differential cross sections for both the inclusive and electroweak production of a same-sign W-boson pair in association with two jets (W±W±jj) using 139 fb−1 of proton-proton collision data recorded at a centre-of-mass energy of s = 13 TeV by the ATLAS detector at the Large Hadron Collider. The analysis is performed by selecting two same-charge leptons, electron or muon, and at least two jets with large invariant mass and a large rapidity difference. The measured fiducial cross sections for electroweak and inclusive W±W±jj production are 2.92 ± 0.22 (stat.) ± 0.19 (syst.) fb and 3.38 ± 0.22 (stat.) ± 0.19 (syst.) fb, respectively, in agreement with Standard Model predictions. The measurements are used to constrain anomalous quartic gauge couplings by extracting 95% confidence level intervals on dimension-8 operators. A search for doubly charged Higgs bosons H±± that are produced in vector-boson fusion processes and decay into a same-sign W boson pair is performed. The largest deviation from the Standard Model occurs for an H±± mass near 450 GeV, with a global significance of 2.5 standard deviations. [ABSTRACT FROM AUTHOR]
Published: 2024
Full Text: View/download PDF

31. ℤ 2 × ℤ 2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks.

Author: Dong, Zhongtian, Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Forestano, Roy T., Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia, and Unlu, Eyup B.
Subjects: ARTIFICIAL neural networks, LARGE Hadron Collider, NETWORK performance, DEEP learning, TASK performance
Abstract: This paper presents a comparative analysis of the performance of Equivariant Quantum Neural Networks (EQNNs) and Quantum Neural Networks (QNNs), juxtaposed against their classical counterparts: Equivariant Neural Networks (ENNs) and Deep Neural Networks (DNNs). We evaluate the performance of each network with three two-dimensional toy examples for a binary classification task, focusing on model complexity (measured by the number of parameters) and the size of the training dataset. Our results show that the Z 2 × Z 2 EQNN and the QNN provide superior performance for smaller parameter sets and modest training data samples. [ABSTRACT FROM AUTHOR]
Published: 2024
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32. A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks.

Author: Forestano, Roy T., Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Dong, Zhongtian, Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia, and Unlu, Eyup B.
Subjects: GRAPH neural networks, QUANTUM graph theory, MACHINE learning, LARGE Hadron Collider, COLLISIONS (Nuclear physics)
Abstract: Machine learning algorithms are heavily relied on to understand the vast amounts of data from high-energy particle collisions at the CERN Large Hadron Collider (LHC). The data from such collision events can naturally be represented with graph structures. Therefore, deep geometric methods, such as graph neural networks (GNNs), have been leveraged for various data analysis tasks in high-energy physics. One typical task is jet tagging, where jets are viewed as point clouds with distinct features and edge connections between their constituent particles. The increasing size and complexity of the LHC particle datasets, as well as the computational models used for their analysis, have greatly motivated the development of alternative fast and efficient computational paradigms such as quantum computation. In addition, to enhance the validity and robustness of deep networks, we can leverage the fundamental symmetries present in the data through the use of invariant inputs and equivariant layers. In this paper, we provide a fair and comprehensive comparison of classical graph neural networks (GNNs) and equivariant graph neural networks (EGNNs) and their quantum counterparts: quantum graph neural networks (QGNNs) and equivariant quantum graph neural networks (EQGNN). The four architectures were benchmarked on a binary classification task to classify the parton-level particle initiating the jet. Based on their area under the curve (AUC) scores, the quantum networks were found to outperform the classical networks. However, seeing the computational advantage of quantum networks in practice may have to wait for the further development of quantum technology and its associated application programming interfaces (APIs). [ABSTRACT FROM AUTHOR]
Published: 2024
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33. Neural embedding: learning the embedding of the manifold of physics data.

Author: Park, Sang Eon, Harris, Philip, and Ostdiek, Bryan
Subjects: ALGORITHMS (Physics), LARGE Hadron Collider, HADRON interactions, PHYSICS, HYPERBOLIC spaces
Abstract: In this paper, we present a method of embedding physics data manifolds with metric structure into lower dimensional spaces with simpler metrics, such as Euclidean and Hyperbolic spaces. We then demonstrate that it can be a powerful step in the data analysis pipeline for many applications. Using progressively more realistic simulated collisions at the Large Hadron Collider, we show that this embedding approach learns the underlying latent structure. With the notion of volume in Euclidean spaces, we provide for the first time a viable solution to quantifying the true search capability of model agnostic search algorithms in collider physics (i.e. anomaly detection). Finally, we discuss how the ideas presented in this paper can be employed to solve many practical challenges that require the extraction of physically meaningful representations from information in complex high dimensional datasets. [ABSTRACT FROM AUTHOR]
Published: 2023
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34. Particle Generative Adversarial Networks for full-event simulation at the LHC and their application to pileup description

Author: Maurizio Pierini, Thong Q. Nguyen, Jean-Roch Vlimant, Jesus Arjona Martinez, Maria Spiropulu, Apollo - University of Cambridge Repository, and Apollo-University Of Cambridge Repository
Subjects: Paper, History, Computer science, FOS: Physical sciences, 01 natural sciences, Education, High Energy Physics - Experiment, High Energy Physics - Experiment (hep-ex), High Energy Physics - Phenomenology (hep-ph), 0103 physical sciences, 010306 general physics, Nuclear Experiment, Particle Physics - Phenomenology, Large Hadron Collider, 010308 nuclear & particles physics, hep-ex, Detector, hep-ph, Computer Science Applications, Generative model, High Energy Physics - Phenomenology, Particle, 5106 Nuclear and Plasma Physics, 51 Physical Sciences, Algorithm, Event (particle physics), Energy (signal processing), Generative grammar, Particle Physics - Experiment, Generator (mathematics)
Abstract: We investigate how a Generative Adversarial Network could be used to generate a list of particle four-momenta from LHC proton collisions, allowing one to define a generative model that could abstract from the irregularities of typical detector geometries. As an example of application, we show how such an architecture could be used as a generator of LHC parasitic collisions (pileup). We present two approaches to generate the events: unconditional generator and generator conditioned on missing transverse energy. We assess generation performances in a realistic LHC data-analysis environment, with a pileup mitigation algorithm applied., 7 pages, 5 figures. To be appeared in Proceedings of the 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research
Published: 2019

35. Light lepton portal dark matter meets the LHC.

Author: Iguro, Syuhei, Okawa, Shohei, and Omura, Yuji
Subjects: DARK matter, LARGE Hadron Collider, YUKAWA interactions, LEPTON interactions, SCALAR field theory, DARK energy
Abstract: We examine the sensitivity of the Large Hadron Collider (LHC) to light lepton portal dark matter with its mass below 10 GeV. The model features an extra doublet scalar field and singlet Dirac dark matter, which have Yukawa interactions with left-handed leptons. To correctly produce the dark matter abundance via the thermal freeze-out, a large mass splitting among the extra scalars is required, thus providing a light neutral scalar below O 10 GeV and heavy neutral and charged scalars at the electroweak scale. In this paper, we focus on the electroweak pair-production of the extra scalars with subsequent model-specific scalar decays and evaluate the current constraints with the LHC Run 2 data and the discovery potential at the High Luminosity LHC (HL-LHC). It turns out that a large part of the theoretically allowed parameter space can be tested at the HL-LHC by taking into account complementarity between slepton searches and mono-Z plus missing transverse energy search. We also discuss same-sign charged scalar production as a unique prediction of the model, and the implication of the collider searches in the thermal dark matter scenario. [ABSTRACT FROM AUTHOR]
Published: 2023
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36. Creativity and modelling the measurement process of the Higgs self-coupling at the LHC and HL-LHC.

Author: Ritson, Sophie
Subjects: HIGGS bosons, LARGE Hadron Collider, CREATIVE ability, PHYSICS experiments, DISTRIBUTED computing
Abstract: This paper provides an account of the nature of creativity in high-energy physics experiments through an integrated historical and philosophical study of the current and planned attempts to measure the self-coupling of the Higgs boson by two experimental collaborations (ATLAS and CMS) at the Large Hadron Collider (LHC) and the planned High Luminosity Large Hadron Collider (HL-LHC). A notion of creativity is first identified broadly as an increase in the epistemic value of a measurement outcome from an unexpected transformation, and narrowly as a condition for knowledge of the measurement of the self-coupling of the Higgs. Drawing upon Tal's model-based epistemology of measurement (2012) this paper shows how without change to 'readings' (or 'instrument indicators') a transformation to the model of the measurement process can increase the epistemic value of the measurement outcome. Such transformations are attributed to the creativity of the experimental collaboration. Creativity, in this context, is both a product, a creative and improved model, and the distributed collaborative process of transformation to the model of the measurement process. For the case of the planned measurements at the HL-LHC, where models of the measurement process perform the epistemic function of prediction, creativity is included in the models of the measurement process, both as projected quantified creativity and as an assumed property of the future collaborations. [ABSTRACT FROM AUTHOR]
Published: 2021
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37. An Educational Higgs Study with CMS Open Data.

Author: AKGUN, Bora
Subjects: PARTICLE detectors, LARGE Hadron Collider, PROTON-proton interactions, DATA recorders & recording, VIRTUAL machine systems, HIGGS bosons
Abstract: Copyright of Adiyaman University Journal of Science & Technology / Adıyaman Üniversitesi Fen Bilimleri Dergisi is the property of Adiyaman University, Institute of Science / Adiyaman Universitesi Fen Bilimleri Enstitusu and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Published: 2021
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38. Diffusion in stochastically perturbed Hamiltonian systems with applications to the recent LHC dynamic aperture experiments

Author: Massimo Giovannozzi, Onofrio Mazzarisi, Armando Bazzani, Ewen Maclean, Swapan Chattopadhyay (Fermilab, USA & Northern Illinois University, USA), Max Cornacchia (SLAC National Accelerator Laboratory, USA) and Simone Di Mitri (Elettra Sincrotrone Trieste, Italy), and Armando Bazzani, Onofrio Mazzarisi, Massimo Giovannozzi, Ewen Maclean
Subjects: Dynamic aperture, Physics, Large Hadron Collider, Diffusion (business), Hamiltonian system, Computational physics, Tools Share Abstract: In this paper, we review diffusion phenomena in stochastically perturbed Hamiltonian systems, with the aim of defining the framework to use Nekhoroshev-like estimates as prototypes for the form of the diffusion coefficient. A discussion of the features of this framework is carried out. More importantly, the results of numerical simulations based on the proposed models are compared against the experimental data from recent measurements performed at the CERN Large Hadron Collider (LHC) of the extent of phase space where bounded motions occur. The main conclusions are presented and discussed in detail together with future steps
Published: 2019

39. Thermal and Supply Voltage Analysis of Optimized Ring Oscillator for Pixel Detector Readout Chip.

Author: Istaitia, Omar, Bassalat, Ahmed, Abualrob, Hadil, Lounis, Abdenour, Khwaira, Yahya, Slimani-Cherif, Ali, and Cohen-Solal, Maurice
Subjects: *LARGE Hadron Collider, *DETECTOR circuits, *THERMAL analysis, *ACTIVE pixel sensors, *LUMINOSITY, *VOLTAGE
Abstract: This paper provides a specific study of the upgrade of the ATLAS pixel detector in preparation for the upgrade of the Large Hadron Collider (LHC). The upgrade to High Luminosity-LHC (HL-LHC) is expected to start after the long shutdown in 2025-2027. The scheduled upgrade for ATLAS will be able to efficiently cope with the challenges caused by the high luminosity imposed by the HL-LHC. A new full-silicon Detector Inner Tracker (ITk) will replace the current ATLAS Inner Detector (ID). The ITk pixel detector will consist of more layers than in the current pixel detector. This study focuses on the Ring Oscillator (ROSC) sensors embedded in the ITkPix-V1 Front-End chip of the ATLAS ITk pixel detector. The paper reports the frequency response of the ROSC at various temperatures and voltage supply values. The results showed a high sensitivity of ROSCs frequencies to the applied voltage and the external temperatures which indicates the reliability of the ITkPix-V1 chip for the future ITk pixel modules. [ABSTRACT FROM AUTHOR]
Published: 2024
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40. Aspects of the Domain-Wall Standard Model.

Author: Okada, Nobuchika, Raut, Digesh, and Villalba, Desmond
Subjects: LARGE Hadron Collider, NAMBU-Goldstone bosons, HIGGS bosons, FERMIONS, GAUGE bosons
Abstract: In the "Domain-Wall Standard Model," all the Standard Model (SM) fields are localized in certain domains in a non-compact 5D space-time. While the SM is realized as a 4D effective theory at low energies, the model involves Kaluza–Klein (KK) modes of the SM particles. In this paper we introduce two simple solvable examples which lead to domain-wall configurations for the SM particles and their KK-modes. Based on the examples, we address a variety of phenomenologies of the Domain-Wall SM, such as the KK-mode gauge boson phenomenology at the Large Hadron Collider (LHC), the effect of the KK-mode SM fermions on Higgs boson phenomenology, and the KK-mode fermion search at the LHC with its decay into a corresponding SM fermion and a Nambu–Goldstone boson associated with a spontaneous breaking of the translational invariance in the 5th dimension. We also propose a simple unified picture of localizing all the SM fields. [ABSTRACT FROM AUTHOR]
Published: 2024
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41. Study of Z→llγ decays at s = 8 TeV with the ATLAS detector.

Author: ATLAS Collaboration, Aad, G., Abbott, B., Abbott, D. C., Abeling, K., Abidi, S. H., Aboulhorma, A., Abramowicz, H., Abreu, H., Abulaiti, Y., Hoffman, A. C. Abusleme, Acharya, B. S., Achkar, B., Bourdarios, C. Adam, Adamczyk, L., Adamek, L., Addepalli, S. V., Adelman, J., Adiguzel, A., and Adorni, S.
Subjects: PROTON-proton interactions, LARGE Hadron Collider, DETECTORS
Abstract: This paper presents a study of Z → l l γ decays with the ATLAS detector at the Large Hadron Collider. The analysis uses a proton–proton data sample corresponding to an integrated luminosity of 20.2 fb - 1 collected at a centre-of-mass energy s = 8 TeV. Integrated fiducial cross-sections together with normalised differential fiducial cross-sections, sensitive to the kinematics of final-state QED radiation, are obtained. The results are found to be in agreement with state-of-the-art predictions for final-state QED radiation. First measurements of Z → l l γ γ decays are also reported. [ABSTRACT FROM AUTHOR]
Published: 2024
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42. W-boson mass, dark matter and muon (g-2) in the μNMSSM.

Author: Heng, Zhaoxia, Li, Xingjuan, and Shang, Liangliang
Subjects: DARK matter, LARGE Hadron Collider, MAGNETIC anomalies, MUONS, STANDARD deviations, WEAKLY interacting massive particles
Abstract: A new CDF II measurement of the W -boson mass indicated a 7 σ deviation from the Standard Model (SM) prediction, and the previous FNAL and BNL measurement of muon (g -2) showed a 4.2 σ deviation from the SM prediction. As a result, new physics beyond the SM is indicated. In this paper, parameter space is scanned in the μ -term extended Next-to-Minimal Supersymmetric Standard Model (μ NMSSM). We get the surviving samples considering the limitations from the Large Hadron Collider (LHC) experiment and the Dark Matter (DM) direct detection experiment. In addition, we study phenomenon of W -boson mass and muon magnetic moment for them. Finally, we find that it is difficult to obtain samples surviving constraints of both CDF II experiment and muon anomaly magnetic in the μ NMSSM. [ABSTRACT FROM AUTHOR]
Published: 2023
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43. Detector simulation in LHC experiments and India.

Author: Banerjee, Sunanda
Subjects: PARTICLE physics, LARGE Hadron Collider, DETECTORS, ELECTROMAGNETIC interactions, COMPUTATIONAL electromagnetics
Abstract: Experiments in the field of high energy physics make use of very complex detector systems. Extraction of meaningful results from these experiments needs a deep understanding of the detector performance. The most important tool in the process of understanding is the use of simulation of some known physics processes. Tools were being developed from late 1970s with more and more improved modeling of electromagnetic and strong interaction of particles with matter. These tools are also used to design a detector system of present day high energy physics experiment. Design and construction of detectors for the experiments at the Large Hadron Collider (Lhc) took nearly two decades. Detector simulation played an important role in these designs. One of the most important toolkits and its use in one of the experiments at the Lhc are described in this paper. [ABSTRACT FROM AUTHOR]
Published: 2023
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44. Dynamics of hot QCD matter — Current status and developments.

Author: Das, Santosh K., Palni, Prabhakar, Sannigrahi, Jhuma, Alam, Jan-e, Aung, Cho Win, Bailung, Yoshini, Banerjee, Debjani, Barnaföldi, Gergely Gábor, Behera, Subash Chandra, Bhaduri, Partha Pratim, Bhadury, Samapan, Biswas, Rajesh, Chakraborty, Pritam, Chandra, Vinod, Das, Prottoy, Dash, Sadhana, Datta, Saumen, De, Sudipan, Desai, Vaishnavi, and Deb, Suman
Subjects: QUARK matter, RELATIVISTIC Heavy Ion Collider, QUANTUM chromodynamics, LARGE Hadron Collider, QUARK-gluon plasma, HEAVY ion collisions, PHASES of matter
Abstract: The discovery of hot and dense quantum chromodynamics (QCD) matter, known as Quark–Gluon Plasma (QGP), is an essential milestone in understanding the finite temperature QCD medium. Experimentalists around the world collect an unprecedented amount of data in heavy ion collisions, at Relativistic Heavy Ion Collider (RHIC), at Brookhaven National Laboratory (BNL) in New York, USA, and at the Large Hadron Collider (LHC), at CERN in Geneva, Switzerland. The experimentalists analyze these data to unravel the mystery of this new phase of matter that filled a few microseconds old universe just after the Big Bang. Recent advancements in theory, experimental techniques, and high computing facilities help us to better interpret experimental observations in heavy ion collisions. The exchange of ideas between experimentalists and theorists is crucial for the characterization of QGP. The motivation of this first conference, named Hot QCD Matter 2022 is to bring the community together to have a discourse on this topic. In this paper, there are 36 sections discussing various topics in the field of relativistic heavy ion collisions and related phenomena that cover a snapshot of the current experimental observations and theoretical progress. This paper begins with the theoretical overview of relativistic spin-hydrodynamics in the presence of the external magnetic field, followed by the Lattice QCD results on heavy quarks in QGP. Finally, it concludes with an overview of experimental results. [ABSTRACT FROM AUTHOR]
Published: 2022
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45. A numerical study of the R744 primary cooling system for ATLAS and CMS LHC detectors.

Author: Blust, Stefanie, Barroca, Pierre A.C., Allouche, Yosr, and Hafner, Armin
Subjects: *COOLING systems, *LARGE Hadron Collider, *SILICON detectors, *DETECTORS, *RELIABILITY in engineering, *INTERNET content management systems
Abstract: A R744 (CO 2) refrigeration system has been designed to cool down the Large Hadron Collider (LHC) silicon detectors ATLAS and CMS, located at CERN, Switzerland. The silicon detectors are subjected to high radiation levels. The system is composed of a pri- mary CO 2 trans-critical booster vapor compression loop operated with piston compressors, and an oil-free liquid pumped loop on the evaporation side, to preserve the detectors. To ensure the system's reliability, the cooling facility is designed to operate under a parallel operation mode of several modular 70 kW plant units providing evaporation temperature as low as -53 °C. This layout, is also useful in case of components failure and maintenance. A numerical model is developed using a dynamic simulation software Dymola that is based on the open source Modelica modelling language. The simulation results are proven on a first demonstration plant (System A) experimentally to explore the systems control logic and to validate the reliability of the system before it is built on the detectors side. In this paper the models development is explained and the results of the experimental validation of the numerical model are shown. [ABSTRACT FROM AUTHOR]
Published: 2024
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46. From a boson to the standard model Higgs: a case study in confirmation and model dynamics.

Author: Chall, Cristin, King, Martin, Mättig, Peter, and Stöltzner, Michael
Subjects: STANDARD model (Nuclear physics), PARTICLE physics, LARGE Hadron Collider, BOSONS, HIGGS bosons, SYMMETRY breaking
Abstract: Our paper studies the anatomy of the discovery of the Higgs boson at the Large Hadron Collider and its influence on the broader model landscape of particle physics. We investigate the phases of this discovery, which led to a crucial reconfiguration of the model landscape of elementary particle physics and eventually to a confirmation of the standard model (SM). A keyword search of preprints covering the electroweak symmetry breaking (EWSB) sector of particle physics, along with an examination of physicists own understanding of the discovery as documented in semiannual conferences, has allowed us an empirical investigation of its model dynamics. From our analyses we draw two main philosophical lessons concerning the nature of scientific reasoning in a complex experimental and theoretical environment. For one, from a confirmation standpoint, some SM alternatives could be considered even more confirmed by the Higgs discovery than the SM. Nevertheless, the SM largely remains the commonly accepted account of EWSB. We present criteria for comparing degrees of confirmation and expose some limits of a purely logical approach to understanding the Higgs discovery as a victory for the SM. Second, we understand the persistence of SM alternatives in the face of disfavourable evidence by borrowing the Lakatosian concept of a research programme, where the core idea behind a group of models survives, while other aspects adapt to incoming data. In order to apply this framework to the model landscape of EWSB, we must introduce a new category of research programme, the model-group, and we test its viability using the example of composite Higgs models. [ABSTRACT FROM AUTHOR]
Published: 2021
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47. XRootD Third Party Copy for the WLCG and HLLHC.

Author: Doglioni, C., Kim, D., Stewart, G.A., Silvestris, L., Jackson, P., Kamleh, W., Adye, T, Bockelman, B, Ellis, K, Freyermuth, O, Furano, F, Ganis, G, Hanushevsky, A, Ito, H, Johnson, I, Keeble, O, Litvintsev, D, Manzi, A, Millar, P, and Mkrtchyan, T
Subjects: HIERARCHICAL storage management (Computers), LARGE Hadron Collider, GRID computing, INFORMATION retrieval, DATA analysis
Abstract: A Third Party Copy (TPC) mechanism has existed in the pure XRootD storage environment for many years. However, using the XRootD TPC in the WLCG environment presents additional challenges due to the diversity of the storage systems involved such as EOS, dCache, DPM and ECHO, requiring that we carefully navigate the unique constraints imposed by these storage systems and their site-specific environments through customized configuration and software development. To support multitenant setups seen at many WLCG sites, X509 based authentication and authorization in XRootD was significantly improved to meet both security and functionality requirements. This paper presents architecture of the pull based TPC with optional X509 credential delegation, and how it is implemented in native XRootD and dCache. The paper discusses technical requirements, challenges, design choices and implementation details in the WLCG storage systems, as well as in FTS/gfal2. It also outlines XRootD's plan to support newer TPC and security models such as token based authorization. [ABSTRACT FROM AUTHOR]
Published: 2020
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48. Using machine learning to speed up new and upgrade detector studies: a calorimeter case.

Author: Doglioni, C., Kim, D., Stewart, G.A., Silvestris, L., Jackson, P., Kamleh, W., Ratnikov, Fedor, Derkach, Denis, Boldyrev, Alexey, Shevelev, Andrey, Fakanov, Pavel, and Matyushin, Leonid
Subjects: CALORIMETERS, MACHINE learning, LARGE Hadron Collider, RESEARCH & development, PARAMETER estimation
Abstract: In this paper, we discuss the way advanced machine learning techniques allow physicists to perform in-depth studies of the realistic operating modes of the detectors during the stage of their design. Proposed approach can be applied to both design concept (CDR) and technical design (TDR) phases of future detectors and existing detectors if upgraded. The machine learning approaches may improve the precision of the reconstruction methods being considered during detector R&D. Moreover, such reconstruction methods can be reproduced automatically while changing the main optimisation parameters of the detector like geometrical size, position, configuration, radiation length, Molière radius of the sensitive elements. This allows us to speed up the verification of the possible detector configurations and eventually the entire detector R&D, which is often accompanied by a large number of scattered studies. We present the approach of using machine learning for detector R&D and its optimisation cycle with an emphasis on the project of the electromagnetic calorimeter upgrade for the LHCb detector[1]. The reconstruction methods such as spatial reconstruction, timing reconstruction, and distinguishing of overlapped signals are covered in this paper. [ABSTRACT FROM AUTHOR]
Published: 2020
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49. Event-Based Anomaly Detection for Searches for New Physics.

Author: Chekanov, Sergei and Hopkins, Walter
Subjects: LARGE Hadron Collider, MACHINE learning, PHYSICS, STANDARD model (Nuclear physics)
Abstract: This paper discusses model-agnostic searches for new physics at the Large Hadron Collider using anomaly-detection techniques for the identification of event signatures that deviate from the Standard Model (SM). We investigate anomaly detection in the context of a machine-learning approach based on autoencoders. The analysis uses Monte Carlo simulations for the SM background and several selected exotic models. We also investigate the input space for the event-based anomaly detection and illustrate the shapes of invariant masses in the outlier region which will be used to perform searches for resonant phenomena beyond the SM. Challenges and conceptual limitations of this approach are discussed. [ABSTRACT FROM AUTHOR]
Published: 2022
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50. Thermal Study of the Ironless Inductive Position Sensors Installed on the LHC Collimators.

Author: Grima, Adrian, Di Castro, Mario, Masi, Alessandro, and Sammut, Nicholas
Subjects: LARGE Hadron Collider, COLLIMATION (Cinematography), DETECTORS, THERMAL properties, TRANSDUCERS
Abstract: The safe operation of the European Organization for Nuclear Research Large Hadron Collider relies on a complex system for equipment protection. An essential part of machine protection is the collimation system since it is used to protect the equipment from beam losses. This is achieved by using two jaws to intercept the particles making up the beam halo. Since the jaws are in close proximity to the beam, they must be positioned with micrometer precision from it. An ironless inductive position sensor (I2PS) is a relatively new linear position sensor used to measure the distance of the jaws with respect to the beam. During the operation, it is noted that the position read by the I2PS could be affected by temperature variation causing position-reading errors. This paper presents an experimental study conducted on the I2PS to determine the relationship between the position read by this transducer and the ambient temperature. Furthermore, this paper aims at determining the impact of the temperature changes in the collimator body, on which the I2PS is installed, and the position read by the sensor. The results show that the uneven thermal distribution along the body of the sensor leads to high position readings error. These results also show that, depending on the moving coil position, the sensor behaves differently, and hence, it is very difficult to compensate for the effect. Finally, this paper presents the results of a possible modification tested on the same setup to reduce the thermal effects. [ABSTRACT FROM AUTHOR]
Published: 2019
Full Text: View/download PDF

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