23,296 results on '"Zhang Yao"'
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2. Exploiting the nanotechnological approaches for traditional Chinese medicine in childhood rhinitis: A review of future perspectives
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Zhang Yao, Dong Haicheng, Zhu Yu, Wang Wenfei, and Zhang Xinyue
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childhood rhinitis ,traditional chinese medicine ,drug delivery ,herbal extracts ,nanoparticles ,Technology ,Chemical technology ,TP1-1185 ,Physical and theoretical chemistry ,QD450-801 - Published
- 2024
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3. Relationship between occupational stress and depression among nurses: the path of perceived organizational support and psychological capital
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Liu Dan, Du Juan, Guo Jianying, Zhang Yao, Wu Juan, Mu Nan, Wei Xinting, and Liang Juan
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nurse ,occupational stress ,perceived organizational support ,psychological capital ,depression ,mediation analysis ,Psychology ,BF1-990 ,Psychiatry ,RC435-571 - Abstract
BackgroundDue to the prominent particularity of medical work, nurses are prone to developing depression, which not only poses a considerable threat to the physical and mental health of nurses, but also affects the quality of nursing to some extent. Occupational stress is a known contributor to depression in nurses, whereas relatively little research has been done to investigate the underlying mediation path.ObjectiveTo explore the mediation effect of perceived organizational support and psychological capital on the relationship between occupational stress and depression among nurses, and to provide theoretical references for the prevention and treatment of occupational stress-induced depression in nurses.MethodsFrom March to August 2019, a stratified random sampling method was utilized to select a sample size of 720 nurses in each department of a grade A tertiary hospital in Shandong Province. All subjects were assessed using Effort-Reward Imbalance Questionnaire (ERI), Perceived Organization Support Questionnaire (POS), Psychological Capital Questionnaire (PCQ) and Center for Epidemiologic Studies Depression Scale (CES-D). Pearson correlation was adopted to examine the correlation among above scales, and multilevel mediation analyses were conducted with model 6 in Process macro (version 3.3) for SPSS 26.0 using Bootstrap re-sampling method.ResultsA total of 658 nurses (91.39%) completed the effective questionnaire survey. ERI score was positively correlated with CES-D score (r=0.499, P
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- 2024
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4. Review on nanocellulose composites and CNFs assembled microfiber toward automotive applications
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Tu Wenqiong, Wang Shuaijun, Deng Qiaoyun, Li Dagang, Zhang Yao, Wang Qianqian, and Jiang Haobin
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nanocellulose ,nanocellulose composites ,cnfs assembled microfibers ,multiscale modeling ,automotive components ,Technology ,Chemical technology ,TP1-1185 ,Physical and theoretical chemistry ,QD450-801 - Abstract
Nanocellulose derived from plant cell wall, due to its unlimited sources, is regarded as a next-generation green material for the automotive industry because of its high tensile strength (≥3 GPa), high elasticity modulus (110–220 GPa), and low density (1.6 g/cm3). This study first introduces the structural characteristics, preparation techniques, and mechanical properties of nanocellulose. Then, three types of nanocellulose composites, including nanocellulose directly reinforced polymers, hybrid fiber-cellulose composites, and all cellulose composites (ACCs), are reviewed. The corresponding preparation techniques, material properties, reinforcement mechanisms of nanocellulose, and application limitations are discussed in detail. To overcome the insufficient mechanical properties of nanocellulose directly reinforced polymers and ACCs toward the manufacture of automobile structural components, self-assembly techniques prove to be effective to prepare macroscopic fibers by first aligning nanocellulose and then assembling them into continuous micro-size fibers. We reviewed different self-assembly techniques and multiscale modeling techniques of cellulose nanofibers (CNFs) assembled microfibers. Furthermore, we proposed a finite element or finite volume technique-based micromechanics framework to predict the homogenized responses of CNFs assembled microfibers, which serve as a fundamental layer to construct a multiscale modeling strategy toward CNFs assembled microfiber-based composite structures. The proposed multiscale modeling strategy is expected to greatly facilitate the development of CNFs assembled microfiber-based composite structures and significantly advance the application of nanocellulose in automotive structural applications.
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- 2024
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5. Relationship between polymorphic interaction of glutamate pathway genes and anhedonia
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HUANG Xinxin, LIU Chao, LÜ Qinyu, HU Guoqin, BAO Chenxi, ZHANG Yao, and YI Zhenghui
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anhedonia ,glutamate pathway ,generalized multifactor dimensionality reduction (gmdr) ,interaction effect ,Medicine - Abstract
Objective·To explore the association between gene-gene interaction of glutamate pathway and anhedonia.Methods·A total of 279 patients with schizophrenia (SZ) and 236 patients with major depression disorder (MDD) recruited in the outpatient department and ward of Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, and 236 healthy controls (HC) recruited in the community from January 2017 to August 2020 were included in the study. General demographic data and clinical characteristics of the three groups were collected and compared. The Chinese version of Temporal Experience of Pleasure Scale (TEPS) was used to evaluate the pleasure experience ability of the three groups. Generalized multifactor dimensionality reduction (GMDR) method was used to establish the interaction model of the single nucleotide polymorphism (SNP) in glutamate pathway genes (NOS1AP, GSK3β, DAOA, DISC1 and GRIN2A). According to the interaction model, SZ and MDD patients were divided into high-risk group and low-risk group, and the differences in pleasure experience ability were compared between the two groups, so as to analyze the effect of gene-gene interaction on anhedonia.Results·There were significant differences in age and years of education among the three groups, and in age of onset and duration of illness between SZ and MDD groups (all P=0.000). There were significant differences among the three groups of participants in terms of overall pleasure experience, anticipatory pleasure experience and consummatory pleasure experience (all P=0.000); the overall pleasure experience, anticipatory pleasure experience and consummatory pleasure experience in the SZ and MDD group were lower than those in the HC group (all Pcorr=0.000), and there was marginal statistical difference in anticipatory pleasure experience between the SZ and MDD groups (Pcorr=0.051). Through GMDR modeling, it was found that the 2-loci interaction model composed of DAOA-rs3916965 and DISC1-rs821577 had a predictive effect on the overall pleasure experience ability of SZ patients (P=0.003), and the 2-loci interaction model composed of NOS1AP-rs1858232 and GRIN2A-rs1014531 had a predictive effect on the anticipatory pleasure experience ability of MDD patients (P=0.037); moreover, the overall pleasure experience ability of patients in the SZ high-risk group and anticipatory pleasure experience ability of patients in MDD high-risk groups were lower than those in their low-risk groups (t=3.443, P=0.000; t=3.471, P=0.001).Conclusion·The interaction of glutamate pathway gene polymorphisms may be involved in the occurrence of anhedonia.
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- 2024
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6. Hereditary pheochromocytoma/paraganglioma and associated syndromes: a clinical and genetic study
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TANG Peng, LAN Weihua, and ZHANG Yao
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pheochromocytoma ,paraganglioma ,hereditary syndrome ,clinical characteristics ,vhl ,ret ,Medicine (General) ,R5-920 - Abstract
Objective To summarize and analyze the clinical phenotypes, hereditary features and treatment and follow-up strategies of different hereditary pheochromocytoma/paragangliomas (PCC/PGL) and related syndromes. Methods Forty-four clinically diagnosed PCC/PGL patients admitted in our hospital from January 2000 to August 2022 were enrolled, and the clinical data of them and their family members were collected.Second-generation sequencing was performed on 43 patients for genetic detection, and Sanger sequencing was applied to verify the mutation of the probands and family members. Results There were 15 patients diagnosed with hereditary PCC/PGL, including 7 cases of von Hippel-Lindau (VHL) syndrome, 3 cases of multiple endocrine neoplasia type 2(MEN2), and 5 cases of familial paraganglioma syndrome.Seven VHL syndrome families were diagnosed as VHL2A (c.500G>A), VHL2B (c.239G>T and c.444_457del), and VHL2C (c.293A>G) according to their clinical manifestations.All probands received surgical treatment, and 2 cases of recurrent PCC and the patients with multiple renal cancer also received targeted therapy with sunitinib.Three MEN2 families carried c.1901G>C, c.1832G>A, and c.1901G>A missense mutations, respectively, and were diagnosed with MEN2A clinically.All of them underwent adrenalectomy and thyroidectomy, including one for preventive thyroidectomy.Among the 5 familial paraganglioma syndrome families, 4 patients carried SDHB mutations (SDHB: c.343C>T, c.541-2A>G, c.575G>A, c.268C>T) and 1 patient carried an SDHD mutation (SDHD: c.337_340del).Sporadic retroperitoneal PGL were most common. Conclusion More than 1/3 of PCC/PGL patients carry germline gene mutations, showing obvious genotype-phenotype correlation.Genetic diagnosis technology plays an important guidance role for clinical precision treatment and follow-up, and genetic counseling.
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- 2024
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7. Optical mode-controlled topological edge state in waveguide lattice
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Zhou Changyu, Xie Zhenwei, Lei Ting, Zhang Yao, Chen Qinmiao, and Yuan Xiaocong
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ssh model ,waveguide lattice ,topological edge state ,topological mode splitter ,Physics ,QC1-999 - Abstract
Topological edge state (TES) has emerged as a significant research focus in photonics due to its unique property of unidirectional transmission. This feature provides immunity to certain structural disorders or perturbations, greatly improving the robustness of photonic systems and enabling various applications such as optical isolation and topological lasers. Nevertheless, most of current researches focus on the fixed generated TES with no means to control, leaving untapped potential for manipulating the TES through specific methods. In this work, we propose a topological Su–Schriffer–Heeger (SSH) waveguides-lattice scheme that enables the controllable TES without changing the topological phase of the system. Light is selectively localized at the edges of the SSH waveguide lattice, which is determined by the special waveguide modes. Eventually, achieving an effective mode splitter. To validate our proposal, we further demonstrate such mode-controlled TES with a fabricated on-chip device in experiment. The experimentally tested results confirm a successful separation of the waveguide modes with the mode extinction ratio of approximately 10 dB in each channel near the wavelength of 1550 nm. This scheme presents a promising approach for manipulating the TES in photonic systems, thereby facilitating the design of optical controllable topological photonic devices.
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- 2024
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8. Research Progress on Prognostic Prediction Models After Radical Resection of Hepatocellular Carcinoma
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ZHANG Yao, ZHAO Chengjun, REN Bin, DU Lei, and MA Qianyuan
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hepatocellular carcinoma ,hepatectomy ,liver function score ,post-hepatectomy liver failure ,prognostic model ,Medicine - Abstract
The classical Child-Pugh classification and the model for end-stage liver disease are now widely used in clinics for postoperative assessment of liver failure and prognosis in patients with hepatocellular carcinoma (HCC) treated with radical hepatectomy. However, there are limitations in the application of both methods due to factors such as albumin, ascites, and blood creatinine. A review of the relevant literature at home and abroad revealed that preoperative albumin bilirubin score, platelet albumin bilirubin score, Glasgow prognostic score and new predictive models have good application prospects in evaluating liver failure and prognosis of HCC patients after hepatectomy. In this paper, we aim to introduce the commonly used prognostic models for HCC patients undergoing radical hepatectomy and review the value of their application.
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- 2023
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9. Atomistic polarization model for Raman scattering simulations of large metal tips with atomic-scale protrusions at the tip apex
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Cui Jie, Zhang Yao, and Dong Zhen-Chao
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tip-enhanced raman spectroscopy ,atomistic polarization model ,raman scattering simulations ,sub-wavelength sizes ,mental tip ,localized surface plasmon ,Physics ,QC1-999 - Abstract
Tip-enhanced Raman spectroscopy (TERS) has recently been developed to push the spatial resolution down to single-chemical-bond scale. The morphology of the scanning tip, especially the atomistic protrusion at the tip apex, plays an essential role in obtaining both high spatial resolution and large field enhancement at the Ångström level. Although it is very difficult to directly characterize the atomistic structures of the tip, the Raman scattering from the apex’s own vibrations of the metal tip can provide valuable information about the stacking of atoms at the tip apex. However, conventional quantum chemistry packages can only simulate the Raman scattering of small metal clusters with few atoms due to huge computational cost, which is not enough since the shaft of the tip behind the apex also makes significant contributions to the polarizabilities of the whole tip. Here we propose an atomistic polarization model to simulate the Raman spectra of large metal tips at subwavelength scales based on the combination of the atomistic discrete dipole approximation model and the density functional theory. The atomistic tip with different sizes and stacking structures is considered in its entirety during the calculation of polarizabilities, and only the vibrational contributions from the tip apex are taken into account to simulate the Raman spectra of the tip. The Raman spectral features are found to be very sensitive to the local constituent element at the tip apex, atomic stacking modes, and shape of the tip apex, which can thus be used as a fingerprint to identify different atomistic structures of the tip apex. Moreover, our approaches can be extended to the metal tips with sub-wavelength sizes, making it possible to consider both the large scale and the atomistic detail of the tip simultaneously. The method presented here can be used as a basic tool to simulate the Raman scattering process of the metal tips and other nanostructures in an economic way, which is beneficial for understanding the roles of atomistic structures in tip- and surface-enhanced spectroscopies.
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- 2023
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10. Fumarate hydratase-deficient renal cell carcinoma in kidney transplant patients: one case report and literature review
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WANG Yueming, MA Qiang, LIU Gaolei, ZHONG Xiao, and ZHANG Yao
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umarate hydratase-deficient renal cell carcinoma ,kidney transplant ,diagnosis ,treatment ,Medicine (General) ,R5-920 - Abstract
Objective To investigate the clinical characteristics of fumarate hydratase-deficient renal cell carcinoma (FH-RCC) in kidney transplant patients so as to improve the diagnosis and treatment of the disease clinically. Methods We retrospectively analyzed and summarized the clinical data of one kidney transplanted patient with FH-RCC who was treated in the urological department of our medical center in March 2022, including clinical characteristics, treatment and prognosis. A literature review was also performed to analyze and summarize its characteristics. Results A 52-year-old female patient who received a kidney transplant 20 years ago was diagnosed with right kidney cancer with multiple metastases. Cytoreductive nephrectomy was performed and pathological type was FH-RCC based on Revised Version of WHO 2022 Classification of Renal Tumors. She then received targeted therapy until discontinuation due to elevated serum creatinine and the disease progressed rapidly. Conclusion FH-RCC is characterized by rapid progress and poor prognosis. Its diagnosis relies on immunohistochemistry and genetic test. There are no currently standard-of-care treatment options for kidney transplant patients with renal cell carcinoma. Individualized treatment regimens should be suggested for these patients.
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- 2023
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11. Research on the Construction of a Diversified System of Preschool Physical Education Curriculum Based on Kruskal Algorithm
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Zhang Yao
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kruskal algorithm ,k-means clustering ,regression analysis ,early childhood physical education ,68m11 ,Mathematics ,QA1-939 - Abstract
This study constructs a diversified system of physical education curriculum suitable for young children and explores the application of personalized service method in early childhood physical education curriculum. The study designed the structure of early childhood physical education curriculum based on the principles of science, relevance and playfulness. It used the K-means clustering method improved by Kruskal algorithm to recommend early childhood physical education resources. The influence of the curriculum resource system on early childhood physical exercise was investigated by regression analysis. The study results showed that the number of weekly workouts of young children was significantly influenced by the comprehensive developmental features of the curriculum and the diversity of workout programs, (P
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- 2024
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12. BiLSTM-FCN based vibration signal diagnosis of smart grid cables
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Fang Chunhua, Zhang Yao, Tao Yuning, Chen Huangxi, Hu Tao, and Sun Aoqi
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smart grid ,high voltage cable ,partial discharge ,defect diagnosis ,bilstm ,70j10 ,Mathematics ,QA1-939 - Abstract
Cable faults threaten the safe and stable operation of smart grids, and vibration signal diagnosis research on cables based on artificial intelligence technology can effectively enhance the reliability of smart grids. In order to improve the speed and accuracy of cable defect identification, this paper proposes a partial discharge identification method for cables based on a fully convolutional bidirectional long short-term memory neural network (BiLSTM-FCN). The time-domain characteristics of different working conditions under industrial frequency AC voltage are collected by building a vibration signal-based partial discharge test platform for cables. The Overlap strategy enhances the data set. The BiLSTM layer is introduced to process the one-dimensional time domain waveform signal, and combined with the local detail features extracted by the FCN layer, the data features are more abundant. Thus, a more accurate diagnosis of localized discharge in high voltage cables under different operating conditions. The results show that the diagnostic accuracy based on the BiLSTM-FCN model reaches 92.2%, which is 1.2% and 1.4% higher compared to the FCN model and the BiLSTM model. BiLSTM-FCN model possesses a better recognition effect and faster recognition speed in the identification of partial discharge defects type, which can effectively achieve the automatic detection of abnormal fault nodes of smart grid cables. It is significant for realizing online dynamic evaluation of small portable online monitoring equipment and provides a reference for future related research.
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- 2024
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13. Research on the application of meta-evaluation theory in equipment support capability evaluation
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ZHANG Yao-long, RUAN Yong-jun, LI Zhen, YAN Peng, ZHAO Lu-hao
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meta-evaluation ,equipment support capability assessment ,application research ,Military Science - Abstract
The evaluation of equipment support capability has strong interest, and its quality problem has important influence on the unit being evaluated. Meta-evaluation can examine and judge the quality of equipment support capability assessment and ensure the authority of assessment activities. This article based on meta-evaluation theory and equipment support ability evaluation practice, starts with the basic theory of introducing meta-evaluation based on the meta-evaluation subject, patterns, contents, standards and methods of analysis to meta-evaluation framework structure, combing the meta-evaluation process, explores the theoretical basis of equipment support ability evaluation of meta-evaluation and technical means.
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- 2023
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14. Analysis of risk factors of pancreatic portal hypertension and establishment of nomogram model
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WU Zhenyu, ZHANG Yao, CHEN Cong, SONG Yalan, WU Jing, and CHEN Lei
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pancreatic portal hypertension ,risk factors ,logistic regression analysis ,nomogram model ,Medicine (General) ,R5-920 - Abstract
Objective To explore the related risk factors of pancreatic portal hypertension(PPH) and then establish a risk prediction model. Methods The clinical data of 185 patients with pancreatic diseases treated in the First Affiliated Hospital of Army Medical University from January 2004 to January 2022 were collected and analyzed retrospectively. They were divided into study group(n=75) and control group(n=110) according to the occurrence of portal hypertension. The risk factors of PPH were screened by univariate, correlation and multivariate analysis. Based on these variables, a risk prediction model was established by Nomogram. Results In variable screening, the results showed that smoking, history of diabetes and causes were risk factors for PPH(OR=5.008, 3.913, 3.690), and red blood cell count was a protective factor(OR=0.362). A nomogram model of PPH was constructed based on the results of variable screening. The area under the prediction curve of the model was 0.789, and the calibration curve had a good degree of fit, indicating that the model has a good prediction effect. Decision curve analysis showed that a better net gain value was obtained when the risk threshold is between 15% and 80%, and the model had high clinical applicability. Conclusion Our nomogram risk prediction model can effectively identify the high risk factors of PPH and early intervention is of great significance for disease prevention.
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- 2023
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15. Study on integrated treatment technology of hydrogen sulfide extraction and purification in fully-mechanized mining face
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WANG Fuzhong, LIU Kui, GONG Xiaobing, ZHAO Kai, ZHANG Yao, and LI Dingfu
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fully mechanized working face ,hydrogen sulfide ,gushing law ,integration of extraction and purification ,governance technology ,Mining engineering. Metallurgy ,TN1-997 - Abstract
During the driving of the fully mechanized driving face of the hydrogen sulfide coal roadway, due to the ventilation effect of the roadway, it is very easy to cause hydrogen sulfide gas accumulation and overrun in the front area of the driving face. In order to control the casualties and equipment damage caused by the accumulation and overrun of hydrogen sulfide gas in the fully mechanized mining face of coal mine, the research method of measuring the volume fraction of hydrogen sulfide gas with CD4 portable hydrogen sulfide instrument is used to test and analyze the distribution law of hydrogen sulfide gas emission and the change law of the volume fraction of hydrogen sulfide gas with time after the road-header stops cutting coal; It is revealed that the disturbance of coal cutting by the fully mechanized mining machine is the main cause of inducing the emission of hydrogen sulfide gas in the fully mechanized mining face, and the distribution law of the emission gradually decreases in the direction of the return air flow and the height of the roof and floor. By means of theoretical analysis, laboratory and field test, a new technical scheme for the integrated treatment of hydrogen sulfide extraction and purification in coal mine comprehensive mining face is proposed, the mechanism of the integrated treatment of hydrogen sulfide extraction and purification is studied, and the process technology and supporting device for the integrated treatment of hydrogen sulfide extraction and purification in coal mine comprehensive mining face are developed. The field application study shows that the volume fraction of hydrogen sulfide gas gushing at the position 1m after the suction tuyair and 1m after the outlet of the integrated treatment device of hydrogen sulfide extraction-purification on the excavation face decreases from 169.2×10−6 and 155.9×10−6 before extraction-purification to 13.9×10−6 and 10.2×10−6 after extraction-purification, respectively. The hydrogen sulfide extraction efficiency reached 91.8% and the hydrogen sulfide purification efficiency reached 93.5%, and the hydrogen sulfide hazard treatment effect is good, providing a new technical way for the treatment of the hydrogen sulfide hazard in the fully mechanized mining face.
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- 2023
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16. Laser speckle stripes supersaturated problems in coal flow measurement research
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HU Eryi and ZHANG Yao
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coal flow scanning ,image processing ,centerline extraction ,extraction algorithm ,Mining engineering. Metallurgy ,TN1-997 - Abstract
In order to solve the problem of extraction accuracy of brightness supersaturated laser stripe centerline in three-dimensional scanning of coal flow, a centerline extraction algorithm is proposed. According to the principle of oblique laser triangulation measurement, a visual measurement system platform was built to obtain the digital image of laser stripes with oversaturated brightness on the surface of coal piles and preprocess it. The distribution law of laser light intensity is explored, and the reason for the supersaturation of laser stripe brightness is analyzed. It is found that the traditional structured light centerline extraction method is not suitable for this study. Therefore, a center point extraction algorithm based on Gaussian curve fitting method is used for partial supersaturation, and a center point extraction algorithm based on neighborhood block idea is applied for total supersaturation. The centerline extraction strategy based on the number of supersaturated sampling points on the laser stripe cross section is proposed to obtain the fringe centerline with sub-pixel coordinate accuracy. By setting the contrast simulation experiment with the gray center of gravity method and curve fitting method, it is found that the mean absolute deviation of the proposed algorithm is smaller, and the extraction accuracy is better than the traditional algorithm. Finally, the experimental verification is carried out on the laser stripe image of coal heap, and the experimental results indicate that the proposed algorithm has stronger anti-noise interference ability in the actual working environment, which can reduce the influence of brightness supersaturation on the extraction of laser stripe centerline on the surface of coal heap.
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- 2023
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17. Research on application of data mining technology in equipment support capability evaluation of synthetic brigade
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ZHANG Yao-long, RUAN Yong-jun, LI Yuan-xun, HUANG Yan, LIU Bin
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equipment support capability assessment ,data mining ,application research ,Military Science - Abstract
In the process of synthetic brigade equipment support capability evaluation, data mining technology is an important means of evaluation data processing, which can quickly and efficiently obtain valuable evaluation information. Based on the analysis of the characteristics of synthetic brigade equipment support capability assessment data, this paper constructes the data mining architecture of synthetic brigade equipment support capability assessment, analyzes and studies the key technologies involved in the application of data mining in synthetic brigade equipment support capability assessment, such as Bayesian classification method, hierarchical cluster analysis and Apriori algorithm. The research results can provide methods and technical support for data processing of synthetic brigade equipment support capability assessment.
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- 2023
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18. Efficacy of robotic renal transplantation in perioperative period
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ZHONG Xiao, LAN Weihua, WANG Luofu, ZHANG Yao, and ZHANG Jun
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robot-assisted kidney transplantation ,kidney transplantation ,perioperative period ,Medicine (General) ,R5-920 - Abstract
Objective To preliminarily investigate the safety and effectiveness of robot-assisted kidney transplantation (RAKT) in the perioperative period. Methods Clinical data of 14 patients undergoing renal transplantation in our department from June 2018 to March 2022 were collected and retrospectively analyzed. They were 8 males and 6 females, and at an age of 22 to 45 years. There were 4 patients receiving robotic-assisted laparoscopic living-donor kidney transplantation (RAKT group), and 10 cases receiving open kidney transplantation (OKT group) with deceased donor kidney. Arterio-venous anastomoses (AVAs) time, length of post-operative stay, pre- and post-operative serum creatinine levels, intraoperative blood loss, and incidence of post-operative complications were retrospectively analyzed between the patients of the 2 groups. Results The surgeries went well in the 14 patients. The amount of intraoperative blood loss was 162.5±47.8 mL in the RAKT group and 245.1±68.5 mL in the OKT group(P < 0.05). The arterial anastomosis time was 32.5±6.5 min in the RAKT group and 24.3±5.3 min in the OKT group. The venous anastomosis time was 16.5±3.8 min in the RAKT group and 14.6±1.5 min in the OKT group. The blood creatinine level was 98.1±33.2 μmol/L in the RAKT group and 142.8±42.1 μmol/L in the OKT group in 7 d after surgery. The retention time of drainage tube was 10.0±1.2 d in the OKT group and 6.5±0.5 d in the RAKT group(P < 0.01). The length of stay after surgery was 13.0±2.5 d in the RAKT group and 16.3±2.1 d in the OKT group(P=0.01). Conclusion RAKT is safer than OKT in the perioperative period and causes fewer postoperative complications.
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- 2022
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19. Biological characteristics and functions of a novel glutamate dehydrogenase from Trichinella spiralis
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Cheng Yong Kang, Zhang Yao, Zhang Zhao Yu, Cong Pei Kun, Feng Ji Yu, Zhang Ru, Long Shao Rong, Zhang Xi, Wang Zhong Quan, and Cui Jing
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trichinella spiralis ,glutamate dehydrogenase ,rna interference ,metabolism ,molting ,Infectious and parasitic diseases ,RC109-216 - Abstract
Glutamate dehydrogenase (GDH) plays an important role in the metabolism of organisms. Its high abundance in mitochondria in particular highlights its core role in cellular physiological processes. GDH catalyzes the mutual conversion between L-glutamic acid and α-ketoglutaric acids. At the same time, this transformation is accompanied by the oxidation-reduction of NAD(H) or NADP(H). This process not only helps to link amino acid metabolism with sugar metabolism, but also helps maintain the balance of intracellular pH and nitrogen homeostasis. In this study, a novel Trichinella spiralis glutamate dehydrogenase (TsGDH) was cloned, expressed and identified. The results revealed that TsGDH was expressed at various stages of development of the nematode T. spiralis, with higher expression levels in the adult worm stage, and was mainly localized in the cuticle, muscular layer, stichosome and female intrauterine embryos. After RNAi treatment, larval natural TsGDH enzyme activity was obviously reduced, and metabolism, molting, growth and reproduction were also significantly inhibited. The results indicate that TsGDH plays an important role in the development and survival of T. spiralis, and it may be a potential molecular target of anti-Trichinella vaccines and drugs.
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- 2024
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20. Three-dimensional fivefold misfit in multiply twinned particles at atomic level
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Zhou Jihan, Sun Zhen, Zhang Yao, Li Zezhou, Xie Zhiheng, Dai Yiheng, and Ophus Colin
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fivefold ,multiply twinned particles ,icosahedron ,Microbiology ,QR1-502 ,Physiology ,QP1-981 ,Zoology ,QL1-991 - Published
- 2024
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21. BESIII track reconstruction algorithm based on machine learning
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Jia Xiaoqian, Qin Xiaoshuai, Li Teng, Huang Xingtao, Zhang Xueyao, Yin Na, Zhang Yao, and Yuan Ye
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Physics ,QC1-999 - Abstract
Track reconstruction is one of the most important and challenging tasks in the offline data processing of collider experiments. For the BESIII detector working in the tau-charm energy region, plenty of efforts were made previously to improve the tracking performance with traditional methods, such as template matching and Hough transform etc. However, for difficult tracking tasks, such as the tracking of low momentum tracks, tracks from secondary vertices and tracks with high noise level, there is still large room for improvement. In this contribution, we demonstrate a novel tracking algorithm based on machine learning method. In this method, a hit pattern map representing the connectivity between drift cells is established using an enormous MC sample, based on which we design an optimal method of graph construction, then an edgeclassifying Graph Neural Network is trained to distinguish the hit-on-track from noise hits. Finally, a clustering method based on DBSCAN and RANSAC is developed to cluster hits from multiple tracks. Track fitting algorithm based on GENFIT2 is also studied to obtain the track parameters, where deterministic annealing filter are implemented to deal with ambiguities and potential noises. The preliminary results on BESIII MC sample presents promising performance, showing potential to apply this method to other trackers based on drift chamber as well, such as the CEPC and STCF detectors under pre-study.
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- 2024
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22. Refined drift chamber simulation in the CEPC experiment
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Fang Wenxing, Huang Xingtao, Li Weidong, Lin Tao, Liu Mengyao, Yuan Ye, Zhang Xueyao, and Zhang Yao
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Physics ,QC1-999 - Abstract
The Circular Electron Positron Collider (CEPC) is a future experiment aimed at studying the properties of the Higgs boson with high precision. This requires excellent track reconstruction and particle identification (PID) performance, which is achieved in the 4th conceptual detector design of the CEPC experiments by combining a silicon tracker and a drift chamber. The drift chamber not only improves track reconstruction but also provides excellent PID with the cluster counting method. To evaluate the performance of this design accurately, a detailed simulation is necessary. In this paper, we present a refined drift chamber simulation by combining Geant4 and Garfield++. However, traditional waveform simulation using Garfield++ is extremely time-consuming, which motivates us to develop a fast waveform simulation method using a neural network. We validate the method using real data from the BESIII experiment. The results demonstrate the effectiveness of our approach and provide valuable insights for future experiments.
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- 2024
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23. Galactomannan inhibits Trichinella spiralis invasion of intestinal epithelium cells and enhances antibody-dependent cellular cytotoxicity related killing of larvae by driving macrophage polarization
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Zhang Ru, Zhang Yao, Yan Shu Wei, Cheng Yong Kang, Zheng Wen Wen, Long Shao Rong, Wang Zhong Quan, and Cui Jing
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trichinella spiralis ,galactomannan ,invasion ,macrophage ,adcc ,Infectious and parasitic diseases ,RC109-216 - Abstract
Previous studies have shown that recombinant Trichinella spiralis galectin (rTsgal) is characterized by a carbohydrate recognition domain sequence motif binding to beta-galactoside, and that rTsgal promotes larval invasion of intestinal epithelial cells. Galactomannan is an immunostimulatory polysaccharide composed of a mannan backbone with galactose residues. The aim of this study was to investigate whether galactomannan inhibits larval intrusion of intestinal epithelial cells and enhances antibody-dependent cellular cytotoxicity (ADCC), killing newborn larvae by polarizing macrophages to the M1 phenotype. The results showed that galactomannan specially binds to rTsgal, and abrogated rTsgal facilitation of larval invasion of intestinal epithelial cells. The results of qPCR, Western blotting, and flow cytometry showed that galactomannan and rTsgal activated macrophage M1 polarization, as demonstrated by high expression of iNOS (M1 marker) and M1 related genes (IL-1β, IL-6, and TNF-α), and increased CD86+ macrophages. Galactomannan and rTsgal also increased NO production. The killing ability of macrophage-mediated ADCC on larvae was also significantly enhanced in galactomannan- and rTsgal-treated macrophages. The results demonstrated that Tsgal may be considered a potential vaccine target molecule against T. spiralis invasion, and galactomannan may be a novel adjuvant therapeutic agent and potential vaccine adjuvant against T. spiralis infection.
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- 2024
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24. Towards quantitative determination of atomic structures of amorphous materials in three dimensions
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Xie Zhiheng, Zhang Yao, Huang Siwei, Li Zezhou, Cheng Qi, and Zhou Jihan
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amorphous solid ,atomic structure ,3D reconstruction ,atomic resolution electron tomography ,short-range order ,medium-range order ,Science ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Amorphous materials such as glass, polymer and amorphous alloy have broad applications ranging from daily life to extreme conditions due to their unique properties in elasticity, strength and electrical resistivity. A better understanding of atomic structure of amorphous materials will provide invaluable information for their further engineering and applications. However, experimentally determining the three-dimensional (3D) atomic structure of amorphous materials has been a long-standing problem. Due to the disordered atomic arrangement, amorphous materials do not have any translational and rotational symmetry at long-range scale. Conventional characterization methods, such as the scattering and the microscopy imaging, can only provide the statistic structural information which is averaged over the macroscopic region. The knowledge of the 3D atomic structure of amorphous materials is limited. Recently atomic resolution electron tomography (AET) has proven an increasingly powerful tool for atomic scale structural characterization without any crystalline assumptions, which opens a door to determine the 3D structure of various amorphous materials. In this review, we summarize the state-of-art characterization methods for the exploration of atomic structures of amorphous materials in the past few decades, including X-ray/neutron diffraction, nano-beam and angstrom-beam electron diffraction, fluctuation electron microscopy, high-resolution scanning/transmission electron microscopy, and atom probe tomography. From experimental data and theoretical descriptions, 3D structures of various amorphous materials have been built up. Particularly, we introduce the principles and recent progress of AET, and highlight the most recent groundbreaking feat accomplished by AET, i.e., the first experimental determination of all 3D atomic positions in a multi-component glass-forming alloy and the 3D atomic packing in amorphous solids. We also discuss the new opportunities and challenges for characterizing the chemical and structural defects in amorphous materials.
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- 2023
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25. Broadband high-efficiency near-infrared graphene phase modulators enabled by metal–nanoribbon integrated hybrid plasmonic waveguides
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Ye Longfang, Yuan Kouxiang, Zhu Chunhui, Zhang Yao, Zhang Yong, and Lai Kunzhong
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graphene ,integrated optics devices ,modulators ,waveguides ,Physics ,QC1-999 - Abstract
The phase modulator is a key component in optical communications for its phase modulation functions. In this paper, we numerically demonstrate a variety of ultra-compact high-efficiency graphene phase modulators (GPMs) based on metal–nanoribbon integrated hybrid plasmonic waveguides in the near-infrared region. Benefiting from the good in-plane mode polarization matching and strong hybrid surface plasmon polariton and graphene interaction, the 20 μm-length GPM can achieve excellent phase modulation performance with a good phase and amplitude decoupling effect, a low insertion loss around 0.3 dB/μm, a high modulation efficiency with VπLπ of 118.67 V μm at 1.55 μm, which is 1–3 orders improvement compared to the state-of-the-art graphene modulators. Furthermore, it has a wide modulation bandwidth of 67.96 GHz, a low energy consumption of 157.49 fJ/bit, and a wide operating wavelength ranging from 1.3 to 1.8 μm. By reducing the overlap width of the graphene–Al2O3–graphene capacitor, the modulation bandwidth and energy consumption of the modulator can be further improved to 370.36 GHz and 30.22 fJ/bit, respectively. These compact and energy-efficient GPMs may hold a key to various high-speed telecommunications, interconnects, and other graphene-based integrated photonics applications.
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- 2021
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26. Bone marrow mesenchymal stem cell-derived exosomes promote proliferation, invasion and migration of renal cancer cells by regulating cholestanol metabolism
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WANG Hexi, LIU Xueyang, LIU Ming, NIE Dongzi, and ZHANG Yao
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renal cell carcinoma ,bone marrow mesenchymal stem cells ,exosome ,cholesterol metabolism ,cell proliferation ,neoplasm invasiveness ,cell migration ,Medicine (General) ,R5-920 - Abstract
Objective To explore the effects of bone marrow mesenchymal stem cells (BMSCs)-derived exosomes on the proliferation, invasion and migration and lipid metabolism of renal cell carcinoma (RCC) cells, and investigate the possible mechanism. Methods Firstly, the exosomes derived from mouse BMSCs were identified by transmission electron microscopy and Western blotting. The exosomes uptake experiment of BMSCs was subsequently used to verify whether the derived exosomes could be absorbed by renal cancer cells. RCC Renca cells were divided into control (PBS) and experiment group (20 μg/mL derived exosomes). The proliferation, invasion and migration were measured by CCK-8 assay and Transwell assay, respectively. Metabolite levels were measured with liquid chromatography-mass spectrometry for the differences between the 2 groups of cells. Finally, Western blotting and real-time PCR (qRT-PCR) were utilized to detect the expression of key enzymes of cholesterol metabolism. Results Exosomes were successfully derived from the supernatant of mouse BMSCs. Transmission electron microscopy displayed that the mBMSC-derived exosomes showed typical cup-shaped vesicles. Western blotting showed that the levels of exosome-specific proteins CD63 and CD9 were highly expressed after exosome treatment. And the obtained exosomes could be uptaken by RCC cells. The derived exosome treatment significantly promoted proliferation (P < 0.05) and invasion and migration (P < 0.01) in RCC cells. Liquid chromatography-mass spectrometry indicated that the treatment also resulted in decreased level of tauroursodeoxycholic acid (TUDCA) (P < 0.05) and elevated level of cholesterol (P < 0.05) in RCC cells. Moreover, the treatment could affect the cholesterol metabolism of RCC cells via regulating the expression levels of HMGCR, CYP7A1 and CYP7B1, and thus promote the cell proliferation and invasion and migration. Conclusion BMSCs-derived exosomes can affect the cholesterol metabolism by regulating the key enzymes, and thus promote the proliferation, invasion and migration of RCC cells.
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- 2021
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27. Application of antiviral materials in textiles: A review
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Zhang Yao, Fan Wei, Sun Yanli, Chen Weichun, and Zhang Yifan
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antiviral materials ,antiviral textile ,antiviral mechanism ,preparation method ,application ,Technology ,Chemical technology ,TP1-1185 ,Physical and theoretical chemistry ,QD450-801 - Published
- 2021
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28. Stability for a stochastic fractional differential variational inequality with L\'{e}vy jump
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Zeng, Yue, Zhang, Yao-jia, and Huang, Nan-jing
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Mathematics - Optimization and Control - Abstract
The main goal of this paper is to investigate the multi-parameter stability result for a stochastic fractional differential variational inequality with L\'{e}vy jump (SFDVI with L\'{e}vy jump) under some mild conditions. We verify that Mosco convergence of the perturbed set implies point convergence of the projection onto the Hilbert space consisting of special stochastic processes whose range is the perturbed set. Moreover, by using the projection method and some inequality techniques, we establish a strong convergence result for the solution of SFDVI with L\'{e}vy jump when the mappings and constraint set are both perturbed. Finally, we apply the stability results to the spatial price equilibrium problem and the multi-agent optimization problem in stochastic environments.
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- 2024
29. MUltiplexed Survey Telescope: Perspectives for Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Survey
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Zhao, Cheng, Huang, Song, He, Mengfan, Montero-Camacho, Paulo, Liu, Yu, Renard, Pablo, Tang, Yunyi, Verdier, Aurelien, Xu, Wenshuo, Yang, Xiaorui, Yu, Jiaxi, Zhang, Yao, Zhao, Siyi, Zhou, Xingchen, He, Shengyu, Kneib, Jean-Paul, Li, Jiayi, Li, Zhuoyang, Wang, Wen-Ting, Xianyu, Zhong-Zhi, Zhang, Yidian, Gsponer, Rafaela, Li, Xiao-Dong, Rocher, Antoine, Zou, Siwei, Tan, Ting, Huang, Zhiqi, Wang, Zhuoxiao, Li, Pei, Rombach, Maxime, Dong, Chenxing, Forero-Sanchez, Daniel, Shan, Huanyuan, Wang, Tao, Li, Yin, Zhai, Zhongxu, Wang, Yuting, Zhao, Gong-Bo, Shi, Yong, Mao, Shude, Huang, Lei, Guo, Liquan, and Cai, Zheng
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Astrophysics - Cosmology and Nongalactic Astrophysics ,Astrophysics - Instrumentation and Methods for Astrophysics - Abstract
The MUltiplexed Survey Telescope (MUST) is a 6.5-meter telescope under development. Dedicated to highly-multiplexed, wide-field spectroscopic surveys, MUST observes over 20,000 targets simultaneously using 6.2-mm pitch positioning robots within a ~5 deg2 field of view. MUST aims to carry out the first Stage-V spectroscopic survey in the 2030s to map the 3D Universe with over 100 million galaxies and quasars, spanning from the nearby Universe to redshift z~5.5, corresponding to around 1 billion years after the Big Bang. To cover this extensive redshift range, we present an initial conceptual target selection algorithm for different types of galaxies, from local bright galaxies, luminous red galaxies, and emission line galaxies to high-redshift (2 < z < 5.5) Lyman-break galaxies. Using Fisher forecasts, we demonstrate that MUST can address fundamental questions in cosmology, including the nature of dark energy, test of gravity theories, and investigations into primordial physics. This is the first paper in the series of science white papers for MUST, with subsequent developments focusing on additional scientific cases such as galaxy and quasar evolution, Milky Way physics, and dynamic phenomena in the time-domain Universe., Comment: To be submitted to SCPMA
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- 2024
30. Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations
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Song, Yuchen, Zhang, Yao, Zhou, Anni, Shi, Yan, Shen, Shikui, Tang, Xiongyan, Li, Jin, Zhang, Min, and Wang, Danshi
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Computer Science - Networking and Internet Architecture ,Physics - Optics - Abstract
The development of large language models (LLM) has revolutionized various fields and is anticipated to drive the advancement of autonomous systems. In the context of autonomous optical networks, creating a high-level cognitive agent in the control layer remains a challenge. However, LLM is primarily developed for natural language processing tasks, rendering them less effective in predicting the physical dynamics of optical communications. Moreover, optical networks demand rigorous stability, where direct deployment of strategies generated from LLM poses safety concerns. In this paper, a digital twin (DT)-enhanced LLM scheme is proposed to facilitate autonomous optical networks. By leveraging monitoring data and advanced models, the DT of optical networks can accurately characterize their physical dynamics, furnishing LLMs with dynamic-updated information for reliable decision-making. Prior to deployment, the generated strategies from LLM can be pre-verified in the DT platform, which also provides feedback to the LLM for further refinement of strategies. The synergistic interplay between DT and LLM for autonomous optical networks is demonstrated through three scenarios: performance optimization under dynamic loadings in an experimental C+L-band long-haul transmission link, protection switching for device upgrading in a field-deployed six-node mesh network, and performance recovery after fiber cuts in a field-deployed C+L-band transmission link., Comment: 7 pages,6 figures; Accepted by IEEE Communications Magazine, Open call
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- 2024
31. Conceptual Design of the Muonium-to-Antimuonium Conversion Experiment (MACE)
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Bai, Ai-Yu, Cai, Hanjie, Chen, Chang-Lin, Chen, Siyuan, Chen, Xurong, Chen, Yu, Cheng, Weibin, Dai, Ling-Yun, Fan, Rui-Rui, Gong, Li, Guo, Zihao, He, Yuan, Hou, Zhilong, Huang, Yinyuan, Jia, Huan, Jiang, Hao, Jing, Han-Tao, Kang, Xiaoshen, Li, Hai-Bo, Li, Jincheng, Li, Yang, Liu, Shulin, Lu, Guihao, Miao, Han, Ning, Yunsong, Niu, Jianwei, Peng, Huaxing, Petrov, Alexey A., Qin, Yuanshuai, Sun, Mingchen, Tang, Jian, Tang, Jing-Yu, Tian, Ye, Wang, Rong, Wang, Xiaodong, Wang, Zhichao, Wu, Chen, Xing, Tian-Yu, Xiong, Weizhi, Xu, Yu, Yan, Baojun, Yao, De-Liang, Yu, Tao, Yuan, Ye, Yuan, Yi, Zhang, Yao, Zhang, Yongchao, Zhang, Zhilv, Zhao, Guang, and Zhao, Shihan
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High Energy Physics - Experiment ,High Energy Physics - Phenomenology ,Physics - Accelerator Physics ,Physics - Instrumentation and Detectors - Abstract
The spontaneous conversion of muonium to antimuonium is one of the interesting charged lepton flavor violation phenomena, offering a sensitive probe of potential new physics and serving as a tool to constrain the parameter space beyond the Standard Model. Utilizing a high-intensity muon beam, a Michel electron magnetic spectrometer and a positron transport solenoid together with a positron detection system, MACE aims to discover or constrain this rare process at the conversion probability beyond the level of $10^{-13}$. This report provides an overview of the theoretical framework and detailed experimental design in the search for the muonium-to-antimuonium conversion., Comment: 115 pages, 59 figures
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- 2024
32. Fair Diffusion Auctions
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Gu, Zixin, Ge, Yaoxin, Zhang, Yao, and Zhao, Dengji
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Computer Science - Computer Science and Game Theory - Abstract
Diffusion auction design is a new trend in mechanism design which extended the original incentive compatibility property to include buyers' private connection report. Reporting connections is equivalent to inviting their neighbors to join the auction in practice. The social welfare of a diffusion auction is collectively accumulated by all participants: reporting high valuations or inviting high-valuation neighbors. Because of this, we can measure each participant's contribution by the marginal social welfare increase due to her participation. Therefore, in this paper, we introduce a new property called \textit{Shapley fairness} to capture their social welfare contribution and to use it as a benchmark to guide our auction design for a fairer utility allocation. Not surprisingly, none of the existing diffusion auctions has ever approximated the fairness, because Shapley fairness depends on each buyer's own valuation and this dependence can easily violate incentive compatibility. Thus, we combat this challenge by proposing a new diffusion auction called \textit{Permutation Diffusion Auction} (PDA) for selling $k$ homogeneous items, which is the first diffusion auction satisfying $\frac{1}{k+1}$-Shapley fairness, incentive compatibility and individual rationality. Furthermore, PDA can be extended to the general combinatorial auction setting where the literature did not discover meaningful diffusion auctions yet.
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- 2024
33. Incentives for Early Arrival in Cost Sharing
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Zhang, Junyu, Zhang, Yao, Ge, Yaoxin, Zhao, Dengji, Fu, Hu, Tang, Zhihao Gavin, and Lu, Pinyan
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Computer Science - Computer Science and Game Theory - Abstract
In cooperative games, we study how values created or costs incurred by a coalition are shared among the members within it, and the players may join the coalition in a online manner such as investors invest a startup. Recently, Ge et al. [10] proposed a new property called incentives for early arrival (I4EA) in such games, which says that the online allocation of values or costs should incentivize agents to join early in order to prevent mutual strategic waiting. Ideally, the allocation should also be fair, so that agents arriving in an order uniformly at random should expect to get/pay their Shapley values. Ge et al. [10] showed that not all monotone value functions admit such mechanisms in online value sharing games. In this work, we show a sharp contrast in online cost sharing games. We construct a mechanism with all the properties mentioned above, for every monotone cost function. To achieve this, we first solve 0-1 valued cost sharing games with a novel mechanism called Shapley-fair shuffle cost sharing mechanism (SFS-CS), and then extend SFS-CS to a family called generalized Shapley-fair shuffle cost sharing mechanisms (GSFS-CS). The critical technique we invented here is a mapping from one arrival order to another order so that we can directly apply marginal cost allocation on the shuffled orders to satisfy the properties. Finally, we solve general valued cost functions, by decomposing them into 0-1 valued functions in an online fashion.
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- 2024
34. Observation of quantum information collapse-and-revival in a strongly-interacting Rydberg atom array
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Xiang, De-Sheng, Zhang, Yao-Wen, Liu, Hao-Xiang, Zhou, Peng, Yuan, Dong, Zhang, Kuan, Zhang, Shun-Yao, Xu, Biao, Liu, Lu, Li, Yitong, and Li, Lin
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Quantum Physics ,Condensed Matter - Quantum Gases ,Physics - Atomic Physics - Abstract
Interactions of isolated quantum many-body systems typically scramble local information into the entire system and make it unrecoverable. Ergodicity-breaking systems possess the potential to exhibit fundamentally different information scrambling dynamics beyond this paradigm. For many-body localized systems with strong ergodicity breaking, local transport vanishes and information scrambles logarithmically slowly. Whereas in Rydberg atom arrays, local qubit flips induce dynamical retardation on surrounding qubits through the Rydberg blockade effect, giving rise to quantum many-body scars that weakly break ergodicity, and resulting in the predicted unconventional quantum information spreading behaviours. Here, we present the first measurements of out-of-time-ordered correlators and Holevo information in a Rydberg atom array, enabling us to precisely track quantum information scrambling and transport dynamics. By leveraging these tools, we observe a novel spatio-temporal collapse-and-revival behaviour of quantum information, which differs from both typical chaotic and many-body localized systems. Our experiment sheds light on the unique information dynamics in many-body systems with kinetic constraints, and demonstrates an effective digital-analogue approach to coherently reverse time evolution and steer information propagation in near-term quantum devices., Comment: 12 pages, 6 figures + Supplementary Information 37 pages, 24 figures
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- 2024
35. The Cusp Limit of Correlators and A New Graphical Bootstrap for Correlators/Amplitudes to Eleven Loops
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He, Song, Shi, Canxin, Tang, Yichao, and Zhang, Yao-Qi
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High Energy Physics - Theory - Abstract
We consider the universal behavior of half-BPS correlators in $\mathcal N=4$ super-Yang-Mills in the cusp limit where two consecutive separations $x_{12}^2,x_{23}^2$ become lightlike. Through the Lagrangian insertion procedure, the Sudakov double-logarithmic divergence of the $n$-point correlator is related to the $(n+1)$-point correlator where the inserted Lagrangian ``pinches'' to the soft-collinear region of the cusp. We formulate this constraint as a new {\it graphical rule} for the $f$-graphs of the four-point correlator, which turns out to be the most constraining rule known so far. By exploiting this single graphical rule, we bootstrap the planar integrand of the four-point correlator up to ten loops ($n=14$) and fix all 22024902 but one coefficient at eleven loops ($n=15$); the remaining coefficient is then fixed using the triangle rule. We comment on the breakdown of a ``Catalan conjecture" for the coefficients of the family of $f$-graphs known as ``anti-prisms" where the coefficient of the twelve-loop ($n=16$) anti-prism is found to be $-38$ (as opposed to $-42$ if the conjecture should hold) by a local analysis of the bootstrap equations. We also comment on the implication of our graphical rule for the non-planar contributions., Comment: 26 pages, 5 figures
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- 2024
36. Observation of an axial-vector state in the study of $\psi(3686) \to \phi \eta \eta'$ decay
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BESIII Collaboration, Ablikim, M., Achasov, M. N., Adlarson, P., Afedulidis, O., Ai, X. C., Aliberti, R., Amoroso, A., An, Q., Bai, Y., Bakina, O., Balossino, I., Ban, Y., Bao, H. -R., Batozskaya, V., Begzsuren, K., Berger, N., Berlowski, M., Bertani, M., Bettoni, D., Bianchi, F., Bianco, E., Bortone, A., Boyko, I., Briere, R. A., Brueggemann, A., Cai, H., Cai, X., Calcaterra, A., Cao, G. F., Cao, N., Cetin, S. A., Chang, J. F., Chang, W. L., Che, G. R., Chelkov, G., Chen, C., Chen, C. H., Chen, Chao, Chen, G., Chen, H. S., Chen, M. L., Chen, S. J., Chen, S. L., Chen, S. M., Chen, T., Chen, X. R., Chen, X. T., Chen, Y. B., Chen, Y. Q., Chen, Z. J., Chen, Z. Y., Choi, S. K., Chu, X., Cibinetto, G., Cossio, F., Cui, J. J., Dai, H. L., Dai, J. P., Dbeyssi, A., de Boer, R. E., Dedovich, D., Deng, C. Q., Deng, Z. Y., Denig, A., Denysenko, I., Destefanis, M., De Mori, F., Ding, B., Ding, X. X., Ding, Y., Dong, J., Dong, L. Y., Dong, M. Y., Dong, X., Du, M. C., Du, S. X., Duan, Z. H., Egorov, P., Fan, Y. H., Fang, J., Fang, S. S., Fang, W. X., Fang, Y., Fang, Y. Q., Farinelli, R., Fava, L., Feldbauer, F., Felici, G., Feng, C. Q., Feng, J. H., Feng, Y. T., Fischer, K., Fritsch, M., Fu, C. D., Fu, J. L., Fu, Y. W., Gao, H., Gao, Y. N., Gao, Yang, Garbolino, S., Garzia, I., Ge, L., Ge, P. T., Ge, Z. W., Geng, C., Gersabeck, E. M., Gilman, A., Goetzen, K., Gong, L., Gong, W. X., Gradl, W., Gramigna, S., Greco, M., Gu, M. H., Gu, Y. T., Guan, C. Y., Guan, Z. L., Guo, A. Q., Guo, L. B., Guo, M. J., Guo, R. P., Guo, Y. P., Guskov, A., Gutierrez, J., Han, K. L., Han, T. T., Hao, X. Q., Harris, F. A., He, K. K., He, K. L., Heinsius, F. H., Heinz, C. H., Heng, Y. K., Herold, C., Holtmann, T., Hong, P. C., Hou, G. Y., Hou, X. T., Hou, Y. R., Hou, Z. L., Hu, B. Y., Hu, H. M., Hu, J. F., Hu, T., Hu, Y., Huang, G. S., Huang, K. X., Huang, L. Q., Huang, X. T., Huang, Y. P., Hussain, T., Hölzken, F., Hüsken, N, der Wiesche, N. in, Irshad, M., Jackson, J., Janchiv, S., Jeong, J. H., Ji, Q., Ji, Q. P., Ji, W., Ji, X. B., Ji, X. L., Ji, Y. Y., Jia, X. Q., Jia, Z. K., Jiang, D., Jiang, H. B., Jiang, P. C., Jiang, S. S., Jiang, T. J., Jiang, X. S., Jiang, Y., Jiao, J. B., Jiao, J. K., Jiao, Z., Jin, S., Jin, Y., Jing, M. Q., Jing, X. M., Johansson, T., Kabana, S., Kalantar-Nayestanaki, N., Kang, X. L., Kang, X. S., Kavatsyuk, M., Ke, B. C., Khachatryan, V., Khoukaz, A., Kiuchi, R., Kolcu, O. B., Kopf, B., Kuessner, M., Kui, X., Kumar, N., Kupsc, A., Kühn, W., Lane, J. J., Larin, P., Lavezzi, L., Lei, T. T., Lei, Z. H., Leithoff, H., Lellmann, M., Lenz, T., Li, C., Li, C. H., Li, Cheng, Li, D. M., Li, F., Li, G., Li, H., Li, H. B., Li, H. J., Li, H. N., Li, Hui, Li, J. R., Li, J. S., Li, Ke, Li, L. J, Li, L. K., Li, Lei, Li, M. H., Li, P. R., Li, Q. M., Li, Q. X., Li, R., Li, S. X., Li, T., Li, W. D., Li, W. G., Li, X., Li, X. H., Li, X. L., Li, Xiaoyu, Li, Y. G., Li, Z. J., Li, Z. X., Liang, C., Liang, H., Liang, Y. F., Liang, Y. T., Liao, G. R., Liao, L. Z., Liao, Y. P., Libby, J., Limphirat, A., Lin, D. X., Lin, T., Liu, B. J., Liu, B. X., Liu, C., Liu, C. X., Liu, F. H., Liu, Fang, Liu, Feng, Liu, G. M., Liu, H., Liu, H. B., Liu, H. M., Liu, Huanhuan, Liu, Huihui, Liu, J. B., Liu, J. Y., Liu, K., Liu, K. Y., Liu, Ke, Liu, L., Liu, L. C., Liu, Lu, Liu, M. H., Liu, P. L., Liu, Q., Liu, S. B., Liu, T., Liu, W. K., Liu, W. M., Liu, X., Liu, Y., Liu, Y. B., Liu, Z. A., Liu, Z. D., Liu, Z. Q., Lou, X. C., Lu, F. X., Lu, H. J., Lu, J. G., Lu, X. L., Lu, Y., Lu, Y. P., Lu, Z. H., Luo, C. L., Luo, M. X., Luo, T., Luo, X. L., Lyu, X. R., Lyu, Y. F., Ma, F. C., Ma, H., Ma, H. L., Ma, J. L., Ma, L. L., Ma, M. M., Ma, Q. M., Ma, R. Q., Ma, X. T., Ma, X. Y., Ma, Y., Ma, Y. M., Maas, F. E., Maggiora, M., Malde, S., Mangoni, A., Mao, Y. J., Mao, Z. P., Marcello, S., Meng, Z. X., Messchendorp, J. G., Mezzadri, G., Miao, H., Min, T. J., Mitchell, R. E., Mo, X. H., Moses, B., Muchnoi, N. Yu., Muskalla, J., Nefedov, Y., Nerling, F., Nikolaev, I. B., Ning, Z., Nisar, S., Niu, Q. L., Niu, W. D., Niu, Y., Olsen, S. L., Ouyang, Q., Pacetti, S., Pan, X., Pan, Y., Pathak, A., Patteri, P., Pei, Y. P., Pelizaeus, M., Peng, H. P., Peng, Y. Y., Peters, K., Ping, J. L., Ping, R. G., Plura, S., Prasad, V., Qi, F. Z., Qi, H., Qi, H. R., Qi, M., Qi, T. Y., Qian, S., Qian, W. B., Qiao, C. F., Qiao, X. K., Qin, J. J., Qin, L. Q., Qin, X. S., Qin, Z. H., Qiu, J. F., Qu, S. Q., Qu, Z. H., Redmer, C. F., Ren, K. J., Rivetti, A., Rolo, M., Rong, G., Rosner, Ch., Ruan, S. N., Salone, N., Sarantsev, A., Schelhaas, Y., Schoenning, K., Scodeggio, M., Shan, K. Y., Shan, W., Shan, X. Y., Shang, Z. J, Shangguan, J. F., Shao, L. G., Shao, M., Shen, C. P., Shen, H. F., Shen, W. H., Shen, X. Y., Shi, B. A., Shi, H. C., Shi, J. L., Shi, J. Y., Shi, Q. Q., Shi, R. S., Shi, S. Y., Shi, X., Song, J. J., Song, T. Z., Song, W. M., Song, Y. J., Song, Y. X., Sosio, S., Spataro, S., Stieler, F., Su, Y. J., Sun, G. B., Sun, G. X., Sun, H., Sun, H. K., Sun, J. F., Sun, K., Sun, L., Sun, S. S., Sun, T., Sun, W. Y., Sun, Y., Sun, Y. J., Sun, Y. Z., Sun, Z. Q., Sun, Z. T., Tang, C. J., Tang, G. Y., Tang, J., Tang, Y. A., Tao, L. Y., Tao, Q. T., Tat, M., Teng, J. X., Thoren, V., Tian, W. H., Tian, Y., Tian, Z. F., Uman, I., Wan, Y., Wang, S. J., Wang, B., Wang, B. L., Wang, Bo, Wang, D. Y., Wang, F., Wang, H. J., Wang, J. P., Wang, K., Wang, L. L., Wang, M., Wang, Meng, Wang, N. Y., Wang, S., Wang, T., Wang, T. J., Wang, W., Wang, W. P., Wang, X., Wang, X. F., Wang, X. J., Wang, X. L., Wang, X. N., Wang, Y., Wang, Y. D., Wang, Y. F., Wang, Y. L., Wang, Y. N., Wang, Y. Q., Wang, Yaqian, Wang, Yi, Wang, Z., Wang, Z. L., Wang, Z. Y., Wang, Ziyi, Wei, D., Wei, D. H., Weidner, F., Wen, S. P., Wen, Y. R., Wiedner, U., Wilkinson, G., Wolke, M., Wollenberg, L., Wu, C., Wu, J. F., Wu, L. H., Wu, L. J., Wu, X., Wu, X. H., Wu, Y., Wu, Y. H., Wu, Y. J., Wu, Z., Xia, L., Xian, X. M., Xiang, B. H., Xiang, T., Xiao, D., Xiao, G. Y., Xiao, S. Y., Xiao, Y. L., Xiao, Z. J., Xie, C., Xie, X. H., Xie, Y., Xie, Y. G., Xie, Y. H., Xie, Z. P., Xing, T. Y., Xu, C. F., Xu, C. J., Xu, G. F., Xu, H. Y., Xu, Q. J., Xu, Q. N., Xu, W., Xu, W. L., Xu, X. P., Xu, Y. C., Xu, Z. P., Xu, Z. S., Yan, F., Yan, L., Yan, W. B., Yan, W. C., Yan, X. Q., Yang, H. J., Yang, H. L., Yang, H. X., Yang, Tao, Yang, Y., Yang, Y. F., Yang, Y. X., Yang, Yifan, Yang, Z. W., Yao, Z. P., Ye, M., Ye, M. H., Yin, J. H., You, Z. Y., Yu, B. X., Yu, C. X., Yu, G., Yu, J. S., Yu, T., Yu, X. D., Yu, Y. C., Yuan, C. Z., Yuan, J., Yuan, L., Yuan, S. C., Yuan, Y., Yuan, Z. Y., Yue, C. X., Zafar, A. A., Zeng, F. R., Zeng, S. H., Zeng, X., Zeng, Y., Zeng, Y. J., Zhai, X. Y., Zhai, Y. C., Zhan, Y. H., Zhang, A. Q., Zhang, B. L., Zhang, B. X., Zhang, D. H., Zhang, G. Y., Zhang, H., Zhang, H. C., Zhang, H. H., Zhang, H. Q., Zhang, H. Y., Zhang, J., Zhang, J. J., Zhang, J. L., Zhang, J. Q., Zhang, J. W., Zhang, J. X., Zhang, J. Y., Zhang, J. Z., Zhang, Jianyu, Zhang, L. M., Zhang, Lei, Zhang, P., Zhang, Q. Y., Zhang, R. Y, Zhang, Shuihan, Zhang, Shulei, Zhang, X. D., Zhang, X. M., Zhang, X. Y., Zhang, Y., Zhang, Y. T., Zhang, Y. H., Zhang, Y. M., Zhang, Yan, Zhang, Yao, Zhang, Z. D., Zhang, Z. H., Zhang, Z. L., Zhang, Z. Y., Zhao, G., Zhao, J. Y., Zhao, J. Z., Zhao, Lei, Zhao, Ling, Zhao, M. G., Zhao, R. P., Zhao, S. J., Zhao, Y. B., Zhao, Y. X., Zhao, Z. G., Zhemchugov, A., Zheng, B., Zheng, J. P., Zheng, W. J., Zheng, Y. H., Zhong, B., Zhong, X., Zhou, H., Zhou, J. Y., Zhou, L. P., Zhou, X., Zhou, X. K., Zhou, X. R., Zhou, X. Y., Zhou, Y. Z., Zhu, J., Zhu, K., Zhu, K. J., Zhu, L., Zhu, L. X., Zhu, S. H., Zhu, S. Q., Zhu, T. J., Zhu, W. J., Zhu, Y. C., Zhu, Z. A., Zou, J. H., and Zu, J.
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High Energy Physics - Experiment - Abstract
Using (2712.4 $\pm$ 14.3)$\times 10^{6}$ $\psi(3686)$ events collected with the BESIII detector at BEPCII, a partial wave analysis of the decay $\psi(3686) \to \phi \eta \eta' $ is performed with the covariant tensor approach. An axial-vector state with a mass near 2.3 $\rm GeV/c^2$ is observed for the first time. Its mass and width are measured to be 2316 $\pm 9_{\mathrm{stat}} \pm 30_{\mathrm{syst}}\,\rm MeV/c^2$ and 89 $\pm 15_{\mathrm{stat}} \pm 26_{\mathrm{syst}}\,\rm MeV$, respectively. The product branching fractions of $\mathcal{B}(\psi(3686) \to X(2300) \eta') \mathcal{B}(X(2300)\to \phi \eta)$ and $\mathcal{B}(\psi(3686) \to X(2300) \eta)\mathcal{B}(X(2300)\to \phi \eta')$ are determined to be (4.8 $\pm 1.3_{\mathrm{stat}} \pm 0.7_{\mathrm{syst}})\times 10^{-6}$ and (2.2 $\pm 0.7_{\mathrm{stat}} \pm 0.7_{\mathrm{syst}})\times 10^{-6}$, respectively. The branching fraction $\mathcal{B}(\psi(3686) \to \phi \eta \eta')$ is measured for the first time to be (3.14$\pm0.17_{\mathrm{stat}}\pm0.24_{\mathrm{syst}})\times10^{-5}$. The first uncertainties are statistical and the second are systematic.
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- 2024
37. Listen to the Patient: Enhancing Medical Dialogue Generation with Patient Hallucination Detection and Mitigation
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Qin, Lang, Zhang, Yao, Liang, Hongru, Jatowt, Adam, and Yang, Zhenglu
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Computer Science - Computation and Language - Abstract
Medical dialogue systems aim to provide medical services through patient-agent conversations. Previous methods typically regard patients as ideal users, focusing mainly on common challenges in dialogue systems, while neglecting the potential biases or misconceptions that might be introduced by real patients, who are typically non-experts. This study investigates the discrepancy between patients' expressions during medical consultations and their actual health conditions, defined as patient hallucination. Such phenomena often arise from patients' lack of knowledge and comprehension, concerns, and anxieties, resulting in the transmission of inaccurate or wrong information during consultations. To address this issue, we propose MedPH, a Medical dialogue generation method for mitigating the problem of Patient Hallucinations designed to detect and cope with hallucinations. MedPH incorporates a detection method that utilizes one-dimensional structural entropy over a temporal dialogue entity graph, and a mitigation strategy based on hallucination-related information to guide patients in expressing their actual conditions. Experimental results indicate the high effectiveness of MedPH when compared to existing approaches in both medical entity prediction and response generation tasks, while also demonstrating its effectiveness in mitigating hallucinations within interactive scenarios.
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- 2024
38. FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
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Chen, Haokun, Li, Hang, Zhang, Yao, Zhang, Gengyuan, Bi, Jinhe, Torr, Philip, Gu, Jindong, Krompass, Denis, and Tresp, Volker
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Computer Science - Machine Learning ,Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Distributed, Parallel, and Cluster Computing ,Computer Science - Multimedia - Abstract
One-Shot Federated Learning (OSFL), a special decentralized machine learning paradigm, has recently gained significant attention. OSFL requires only a single round of client data or model upload, which reduces communication costs and mitigates privacy threats compared to traditional FL. Despite these promising prospects, existing methods face challenges due to client data heterogeneity and limited data quantity when applied to real-world OSFL systems. Recently, Latent Diffusion Models (LDM) have shown remarkable advancements in synthesizing high-quality images through pretraining on large-scale datasets, thereby presenting a potential solution to overcome these issues. However, directly applying pretrained LDM to heterogeneous OSFL results in significant distribution shifts in synthetic data, leading to performance degradation in classification models trained on such data. This issue is particularly pronounced in rare domains, such as medical imaging, which are underrepresented in LDM's pretraining data. To address this challenge, we propose Federated Bi-Level Personalization (FedBiP), which personalizes the pretrained LDM at both instance-level and concept-level. Hereby, FedBiP synthesizes images following the client's local data distribution without compromising the privacy regulations. FedBiP is also the first approach to simultaneously address feature space heterogeneity and client data scarcity in OSFL. Our method is validated through extensive experiments on three OSFL benchmarks with feature space heterogeneity, as well as on challenging medical and satellite image datasets with label heterogeneity. The results demonstrate the effectiveness of FedBiP, which substantially outperforms other OSFL methods.
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- 2024
39. Posterior Conformal Prediction
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Zhang, Yao and Candès, Emmanuel J.
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Statistics - Methodology ,Statistics - Machine Learning - Abstract
Conformal prediction is a popular technique for constructing prediction intervals with distribution-free coverage guarantees. The coverage is marginal, meaning it only holds on average over the entire population but not necessarily for any specific subgroup. This article introduces a new method, posterior conformal prediction (PCP), which generates prediction intervals with both marginal and approximate conditional validity for clusters (or subgroups) naturally discovered in the data. PCP achieves these guarantees by modelling the conditional conformity score distribution as a mixture of cluster distributions. Compared to other methods with approximate conditional validity, this approach produces tighter intervals, particularly when the test data is drawn from clusters that are well represented in the validation data. PCP can also be applied to guarantee conditional coverage on user-specified subgroups, in which case it achieves robust coverage on smaller subgroups within the specified subgroups. In classification, the theory underlying PCP allows for adjusting the coverage level based on the classifier's confidence, achieving significantly smaller sets than standard conformal prediction sets. We evaluate the performance of PCP on diverse datasets from socio-economic, scientific and healthcare applications., Comment: 63 pages, 18 figures
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- 2024
40. Joint Trajectory Replanning for Mars Ascent Vehicle under Propulsion System Faults: A Suboptimal Learning-Based Warm-Start Approach
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Li, Kun, Ran, Guangtao, Guo, Yanning, Park, Ju H., and Zhang, Yao
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Electrical Engineering and Systems Science - Systems and Control - Abstract
During the Mars ascent vehicle (MAV) launch missions, when encountering a thrust drop type of propulsion system fault problem, the general trajectory replanning methods relying on step-by-step judgments may fail to make timely decisions, potentially leading to mission failure. This paper proposes a suboptimal joint trajectory replanning (SJTR) method, which formulates the joint optimization problem of target orbit and flight trajectory after a fault within a convex optimization framework. By incorporating penalty coefficients for terminal constraints, the optimization solution adheres to the orbit redecision principle, thereby avoiding complex decision-making processes and resulting in a concise and rapid solution to the replanning problem. A learning-based warm-start scheme is proposed in conjunction with the designed SJTR method. Offline, a deep neural network (DNN) is trained using a dataset generated by the SJTR method. Online, the DNN provides initial guesses for the time optimization variables based on the current fault situation, enhancing the solving efficiency and reliability of the algorithm. Numerical simulations of the MAV flight scenario under the thrust drop faults are performed, and Monte Carlo experiments and case studies across all orbit types demonstrate the effectiveness of the proposed method.
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- 2024
41. Reionization relics in the cross-correlation between the Ly$\alpha$ forest and 21 cm intensity mapping in the post-reionization era
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Montero-Camacho, Paulo, Morales-Gutiérrez, Catalina, Zhang, Yao, Long, Heyang, and Mao, Yi
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Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The tumultuous effects of ultraviolet photons that source cosmic reionization, the subsequent compression and shock-heating of low-density regions, and the modulation of baryons in shallow potential wells induced by the passage of ionization fronts, collectively introduce perturbations to the evolution of the intergalactic medium in the post-reionization era. These enduring fluctuations persist deep into the post-reionization era, casting a challenge upon precision cosmology endeavors targeting tracers in this cosmic era. Simultaneously, these relics from reionization also present a unique opportunity to glean insights into the astrophysics that govern the epoch of reionization. In this work, we propose a first study of the cross-correlation of \lya forest and 21 cm intensity mapping, accounting for the repercussions of inhomogeneous reionization in the post-reionization era. We investigate the ability of SKA $\times$ DESI-like, SKA $\times$ MUST-like, and PUMA $\times$ MUST-like instrumental setups to achieve a high signal-to-noise ratio (SNR) in the redshift range $3.5 \leq z \leq 4$. Moreover, we assess how alterations in integration time, survey area, and reionization scenarios impact the SNR. Furthermore, we forecast the cross-correlation's potential to constrain cosmological parameters under varying assumptions: considering or disregarding reionization relics, marginalizing over reionization astrophysics, and assuming perfect knowledge of reionization. Notably, our findings underscore the remarkable capability of a futuristic PUMA $\times$ MUST-like setup, with a modest 100-hour integration time over a 100 sq. deg. survey, to constrain the ionization efficiency error to $\sigma_\zeta = 3.42 $., Comment: Comments welcome! (16 pages, 10 figures)
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- 2024
42. H$_2$O$_2$RAM: A High-Performance Hierarchical Doubly Oblivious RAM
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Zheng, Leqian, Zhang, Zheng, Dong, Wentao, Zhang, Yao, Wu, Ye, and Wang, Cong
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Computer Science - Cryptography and Security - Abstract
The combination of Oblivious RAM (ORAM) with Trusted Execution Environments (TEE) has found numerous real-world applications due to their complementary nature. TEEs alleviate the performance bottlenecks of ORAM, such as network bandwidth and roundtrip latency, and ORAM provides general-purpose protection for TEE applications against attacks exploiting memory access patterns. The defining property of this combination, which sets it apart from traditional ORAM designs, is its ability to ensure that memory accesses, both inside and outside of TEEs, are made oblivious, thus termed doubly oblivious RAM (O$_2$RAM). Efforts to develop O$_2$RAM with enhanced performance are ongoing. In this work, we propose H$_2$O$_2$RAM, a high-performance doubly oblivious RAM construction. The distinguishing feature of our approach, compared to the existing tree-based doubly oblivious designs, is its first adoption of the hierarchical framework that enjoys inherently better data locality and parallelization. While the latest hierarchical solution, FutORAMa, achieves concrete efficiency in the classic client-server model by leveraging a relaxed assumption of sublinear-sized client-side private memory, adapting it to our scenario poses challenges due to the conflict between this relaxed assumption and our doubly oblivious requirement. To this end, we introduce several new efficient oblivious components to build a high-performance hierarchical O$_2$RAM (H$_2$O$_2$RAM). We implement our design and evaluate it on various scenarios. The results indicate that H$_2$O$_2$RAM reduces execution time by up to $\sim 10^3$ times and saves memory usage by $5\sim44$ times compared to state-of-the-art solutions.
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- 2024
43. Metformin delays progression of prostate cancer: a retrospective study on 192 cases
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TAN Xintao, LIU Qiuli, PENG Song, ZHANG Jun, ZHANG Yao, and JIANG Jun
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metformin ,prostate cancer ,biochemical recurrence ,bone metastasis ,Medicine (General) ,R5-920 - Abstract
Objective To investigate the effects of preoperative use of metformin on the biochemical recurrence (BR) in the patients with localized prostate cancer after radical prostatectomy (RP) and on the occurrence of castration resistance in patients with bone metastasis after RP. Methods A retrospective analysis was performed on 192 patients diagnosed with localized prostate cancer and undergoing RP in our hospital from January 2008 to April 2020, including 31 cases of postoperative BR and 161 cases of bone metastatic prostate cancer. The patients were further divided into observation group (metformin with/without androgen deprivation therapy) and control group (no treatment/androgen deprivation therapy alone), based on whether they were preoperatively treated with metformin or not. The baseline characteristics of the 2 groups were collected and compared, including age, initial prostate specific antigen (PSA) level, PSA level at BR, pathological T stage, and Gleason score. The time to BR or to progression to castration-resistant prostate cancer (CRPC), PSA doubling time (PSADT), and PSA minimum were calculated and analyzed between the 2 groups. Results For the postoperative BR patients, the median time to BR (22.73 vs 10.73 months, P < 0.05) and mean PSADT (4.69 vs 4.30 months, P < 0.05) were significantly longer in the observation group than the control group. For the patients with bone metastatic prostate cancer, the observation group had obviously longer median time to CRPC (22.35 vs 16.05 months, P < 0.05) and median PSADT (4.50 vs 2.60 months, P < 0.05) when compared with the control group. But no such difference was seen in PSA minimum after treatment between them. Conclusion Metformin can effectively delay the progression of localized prostate cancer to BR after RP, and the progression of bone metastatic prostate cancer to CRPC.
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- 2021
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44. The Unified Supplementary Damping Method Based on Voltage-Soured Converter High-Voltage Direct Current Transmission Through Robust Control
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Zhu Jinlei, Zhang Yao, Wu Feixiang, Yi Jiachang, and Wu Jiaqi
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low-frequency oscillation ,damping control characteristic ,VSC-HVDC ,robust control ,unified control ,General Works - Abstract
The VSC-HVDC system can damp the inter-area low-frequency oscillation effectively. To enhance the ability of the VSC-HVDC supplementary control, this article proposes a unified low-frequency oscillation controller design using the robustness theory. The unified control strategy uses both the active power control and reactive power control loop of the VSC to expand the supplementary control dimensions. To design the controller, the TLS-ESPRIT identification method is used to obtain the system small signal model and the oscillation characteristic. Based on the model identified out, the linear matrix inequality method based robust control theory is applied for the controller design, and the robust controllers for active power control and reactive power control loop are both designed to improve the control effect. Finally, the simulation results show that the controller can reach better control effect and the robustness can also be guaranteed.
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- 2022
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45. Method for determining 226Ra in water via liquid scintillation counting and its uncertainty evaluation
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YIN Liangliang, ZHANG Yao, KONG Xiangyin, QIAN Yuxin, and JI Yanqin
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liquid scintillation counter (lsc) ,water sample ,226ra ,uncertainty ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
An analytical method was developed for the rapid determination of 226Ra in water through liquid scintillation counting. The separation and purification of 226Ra from water were performed by co-precipitation using barium sulfate as the carrier; the direct measurement of 226Ra was realized by using a liquid scintillation spectrometer. Through sample analysis, a mathematical model for uncertainty evaluation was established and the sources of uncertainty were analyzed. The results showed that the overall counting efficiency of 226Ra is 91.3%-98.5%, the detection limit is 0.01 Bq/L, and the relative extended uncertainty is 7% (k=2), indicating that the proposed method is suitable for the rapid analysis of 226Ra in drinking water. The uncertainty of the method for the determination of 226Ra in water is mainly caused by the errors of sample counting rate and overall counting efficiency.
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- 2023
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46. Mechanical properties and damage constitutive model of coal under the coupled hydro-mechanical effect
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LI Bo-bo, WANG Zhong-hui, REN Chong-hong, ZHANG Yao, XU Jiang, and LI Jian-hua
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coal ,damage ,moisture content ,constitutive relation ,Engineering geology. Rock mechanics. Soil mechanics. Underground construction ,TA703-712 - Abstract
In order to explore the impact of moisture on the mechanical properties of coal, the triaxial compression tests of raw coal with different moisture contents are carried out by using the triaxial servo-controlled seepage equipment for thermal-hydro- mechanical coupling in coal containing methane. Based on elastic damage mechanics, the damage variables of coal with different moisture contents are deduced, and the damage constitutive model of coal under hydro-mechanical coupling is established, the deformation characteristics of coal with different moisture contents are obtained. The results show that: (1) the deformation and failure process of coal under different moisture contents are similar, which can be divided into pre-peak stress stage, post-peak stress stage and residual stress stage; (2) as the moisture content increases, the peak stress, elastic modulus and brittleness of coal decrease, but the Poisson's ratio increases; (3) the damage constitutive model of coal can better represent the deformation characteristics of coal in the complete stress-strain process under different moisture contents, which is suitable for the analysis of the triaxial compressive stress-strain of coal under different moisture contents; (4) both the damage correction coefficient q and the damage constitutive coefficient n determine the curve shape of the damage constitutive model. The damage correction coefficient reflects the characteristics of residual deformation of coal, and the damage constitutive coefficient reflects different degrees of post-peak strain softening of the stress-strain curve.
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- 2021
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47. Error Compensation Heatmap Decoding for Human Pose Estimation
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Yang Feiyu, Song Zhan, Xiao Zhenzhong, Mo Yaoyang, Chen Yu, Pan Zhe, Zhang Min, Zhang Yao, Qian Beibei, and Jin Wu
- Subjects
Human pose estimation ,heatmap ,decoding ,error compensation ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
As a fundamental component of heatmap-based human pose estimation methods, heatmap decoding is to transform heatmaps into joint coordinates. We found that previous heatmap decoding methods generally ignored the effect of systematic errors introduced by the resolution increaseing operations in the network decoder. This work fills the gap by taking the systematic errors in heatmap decoding into consideration. We proposed a fast method to reduces the systematic and random errors in one shot by error compensation. The proposed method outperforms the previous best method on the COCO and the MPII datasets while being over 2 times faster. Extensive experiments with different networks, resolutions, metrics and datasets have proved the rationality of the proposed idea.
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- 2021
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48. Numerical Wave Simulation Using Geometrical VOF Method Based on OpenFOAM
- Author
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TIAN Kang, ZHANG Yao, LI Jinlong, ZHANG Xinshu, and YOU Yunxiang
- Subjects
openfoam ,geometrical volume-of-fluid (vof) ,stokes fifth-order waves ,relaxation zone scheme ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Chemical engineering ,TP155-156 ,Naval architecture. Shipbuilding. Marine engineering ,VM1-989 - Abstract
Numerical wave simulation is a significant research topic. In this paper, the open source computational fluid dynamics (CFD) platform, OpenFOAM, is utilized to simulate Stokes fifth-order waves. Since geometrical volume-of-fluid (VOF) could better capture free surface due to its geometrical reconstruction step, the free surface simulations are accomplished by applying OpenFOAM built-in geometrical VOF method-isoAdvector, and the relaxation zone scheme is introduced through secondary development for wave absorption. The mesh density and Courant number convergence analyses with geometrical VOF are conducted. The simulation shows that satisfactory results could be obtained with a large Courant number. The algebraic and geometrical VOF simulated data with respect to wave elevation and phase at varied wave steepnesses and frequencies are recorded and compared with the theoretical value of Stokes fifth-order waves, which demonstrates that geometrical VOF is better than algebraic VOF in the prediction of wave elevation. Finally, the lengths and weights of the wave absorption zone are discussed, and the results imply that the best practice for the wave absorption is assigning the wave absorption zone length at least two times of the wave length along with applying exponential weight distribution.
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- 2021
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49. WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
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Zhang, Yao, Ma, Zijian, Ma, Yunpu, Han, Zhen, Wu, Yu, and Tresp, Volker
- Subjects
Computer Science - Artificial Intelligence - Abstract
LLM-based autonomous agents often fail to execute complex web tasks that require dynamic interaction due to the inherent uncertainty and complexity of these environments. Existing LLM-based web agents typically rely on rigid, expert-designed policies specific to certain states and actions, which lack the flexibility and generalizability needed to adapt to unseen tasks. In contrast, humans excel by exploring unknowns, continuously adapting strategies, and resolving ambiguities through exploration. To emulate human-like adaptability, web agents need strategic exploration and complex decision-making. Monte Carlo Tree Search (MCTS) is well-suited for this, but classical MCTS struggles with vast action spaces, unpredictable state transitions, and incomplete information in web tasks. In light of this, we develop WebPilot, a multi-agent system with a dual optimization strategy that improves MCTS to better handle complex web environments. Specifically, the Global Optimization phase involves generating a high-level plan by breaking down tasks into manageable subtasks and continuously refining this plan, thereby focusing the search process and mitigating the challenges posed by vast action spaces in classical MCTS. Subsequently, the Local Optimization phase executes each subtask using a tailored MCTS designed for complex environments, effectively addressing uncertainties and managing incomplete information. Experimental results on WebArena and MiniWoB++ demonstrate the effectiveness of WebPilot. Notably, on WebArena, WebPilot achieves SOTA performance with GPT-4, achieving a 93% relative increase in success rate over the concurrent tree search-based method. WebPilot marks a significant advancement in general autonomous agent capabilities, paving the way for more advanced and reliable decision-making in practical environments.
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- 2024
50. Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge
- Author
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Ma, Jun, Zhang, Yao, Gu, Song, Ge, Cheng, Wang, Ershuai, Zhou, Qin, Huang, Ziyan, Lyu, Pengju, He, Jian, and Wang, Bo
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Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Artificial Intelligence ,Computer Science - Computer Vision and Pattern Recognition - Abstract
Organ and cancer segmentation in abdomen Computed Tomography (CT) scans is the prerequisite for precise cancer diagnosis and treatment. Most existing benchmarks and algorithms are tailored to specific cancer types, limiting their ability to provide comprehensive cancer analysis. This work presents the first international competition on abdominal organ and pan-cancer segmentation by providing a large-scale and diverse dataset, including 4650 CT scans with various cancer types from over 40 medical centers. The winning team established a new state-of-the-art with a deep learning-based cascaded framework, achieving average Dice Similarity Coefficient scores of 92.3% for organs and 64.9% for lesions on the hidden multi-national testing set. The dataset and code of top teams are publicly available, offering a benchmark platform to drive further innovations https://codalab.lisn.upsaclay.fr/competitions/12239., Comment: MICCAI 2024 FLARE Challenge Summary
- Published
- 2024
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