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Cao MY, Yan W, Shi YN, Peng LT, Zhao M, Wang L, Li XN. [Reference values of skeletal muscle mass for children in Nanjing area]. Zhonghua Er Ke Za Zhi 2024; 62:423-429. [PMID: 38623009 DOI: 10.3760/cma.j.cn112140-20240109-00036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
Objective: To establish the reference values and growth curves of skeletal muscle mass among children in the Nanjing area. Methods: A cross-sectional study was conducted with children who underwent physical examination at the Department of Child Health Care, Children's Hospital of Nanjing Medical University from 2020 January to 2022 September. Their height, weight, body fat mass and skeletal muscle mass were measured. Body mass index, percentage of body fat mass, percentage of skeletal muscle mass, relative skeletal muscle mass index and the ratio of skeletal muscle to body fat were calculated. The associations between skeletal muscle mass indices and physical measurements index were analyzed through the Spearman correlation test. The Mann-Kendall test was used to assess the trend for skeletal muscle mass. Generalized additive models for location, scale and shape were used to construct percentile reference values and growth curves of male and female skeletal muscle mass indices at different ages. Results: A total of 32 690 children aged 4-14 years were enrolled in this study, including 19 912 boys (60.91%). Skeletal muscle mass, percentage of skeletal muscle mass, relative skeletal muscle mass index and the ratio of skeletal muscle to body fat of boys and girls was 11.10 (8.40, 14.90) and 10.30 (7.90, 13.20) kg, 40.36% (37.01%, 43.13%) and 39.38% (36.43%, 41.88%), 6.70 (6.07, 7.52) and 6.33 (5.79, 7.00), 2.39 (1.46, 3.47) and 2.14 (1.45, 3.00) kg/m2, respectively. Skeletal muscle mass of both boys and girls was all positively associated with weight (r=0.97, 0.96), body mass index (r=0.68, 0.63) and percentage of body fat mass (r=0.40, 0.43) (all P<0.01). The reference values and growth curves showed that the percentage of skeletal muscle mass P50 ranged from 37.75%-44.61% in boys and from 36.22%-40.55% in girls. The relative skeletal muscle mass index P50 ranged from 5.80-9.68 kg/m2 in boys and from 5.57-7.98 kg/m2 in girls. The ratio of skeletal muscle to body fat P50 ranged from 1.86-2.67 in boys and from 1.29-2.41 in girls. There was an increasing trend with age for both boys and girls in the growth of skeletal muscle mass (Z=4.20, 3.75, both Ptrend<0.01), and increased slightly before 9 years of age and then increased rapidly until 14 years of age in both boys and girls. Conclusions: The skeletal muscle mass indices change with age and gender during childhood. Percentile reference values for pediatric skeletal muscle mass indices can be used to evaluate the muscular growth and development in children in the Nanjing area.
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Affiliation(s)
- M Y Cao
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - W Yan
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Y N Shi
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - L T Peng
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - M Zhao
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - L Wang
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - X N Li
- Department of Child Health Care, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
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Zhao M, Chen GG, Zhang HL, Li QR, Zhou LY, Li Y, Yang J, Wu JX, Li YL, Huangfu H. [Development and validation of a persistent postural-perceptual dizziness screening questionnaire]. Zhonghua Yi Xue Za Zhi 2024; 104:1143-1148. [PMID: 38583044 DOI: 10.3760/cma.j.cn112137-20231111-01067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/08/2024]
Abstract
Objective: To develop a simple screening questionnaire for persistent postural-perceptual dizziness (PPPD) and evaluate its screening ability. Methods: A convenience sample of 296 individuals who met the inclusion criteria between November 2021 and January 2023 were prospectively selected for three rounds of screening at the Vertigo Specialty Clinic of the Department of Otorhinolaryngology-Head and Neck Surgery in the First Hospital of Shanxi Medical University. In conjunction with expert opinion and statistical analysis, the first and second rounds of screening were used to modify and finalize the questionnaire entries, and the third round of screening was used to evaluate the questionnaire's screening ability. Independent sample t-test was used for inter group comparison, reliability and validity indicators were employed to screen and evaluate questionnaire entries, and the receiver operating characteristic (ROC) curve was plotted to determine the optimal cut-off value and corresponding sensitivity and specificity. Results: The final PPPD screening questionnaire entries included 21 items. In evaluating the reliability of this questionnaire, the Cronbach's alpha coefficient was 0.831, the half folding coefficient was 0.742, the content validity was 0.86, and the Kaiser-Meyer-Olkin (KMO) value in the structural validity was 0.811. Additionally, there were six factors with characteristic root>1 and a cumulative contribution rate of 62.62%. The area under the ROC curve of the screening questionnaire was 0.935 (95%CI: 0.877-0.992), and the optimal cut-off value was 8.5, with a sensitivity of 85.0%, a specificity of 85.5%, and a Kappa value of 0.653. Conclusion: The PPPD simple screening questionnaire designed in this study has a high sensitivity and specificity, making it a useful tool for identifying PPPD patients.
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Affiliation(s)
- M Zhao
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - G G Chen
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - H L Zhang
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Q R Li
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - L Y Zhou
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Y Li
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - J Yang
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - J X Wu
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Y L Li
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - H Huangfu
- First Clinical Medical College of Shanxi Medical University, Department of Otolaryngology Head and Neck Surgery, First Hospital of Shanxi Medical University, Taiyuan 030001, China
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Huang R, Zheng XP, Zhao M. [Clear cell stromal tumor of the lung: report of a case]. Zhonghua Bing Li Xue Za Zhi 2024; 53:401-403. [PMID: 38556828 DOI: 10.3760/cma.j.cn112151-20231107-00345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Affiliation(s)
- R Huang
- Zhejiang Chinese Medical University,Hangzhou 310053, China Hangzhou Tongchuang Medical Laboratory, Hangzhou 310006, China
| | - X P Zheng
- Hangzhou Tongchuang Medical Laboratory, Hangzhou 310006, China
| | - M Zhao
- Ningbo Clinical Pathology Diagnosis Center, Ningbo 315100, China
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Xia M, Jin C, Zheng Y, Wang J, Zhao M, Cao S, Xu T, Pei B, Irwin MG, Lin Z, Jiang H. Deep learning-based facial analysis for predicting difficult videolaryngoscopy: a feasibility study. Anaesthesia 2024; 79:399-409. [PMID: 38093485 DOI: 10.1111/anae.16194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 03/07/2024]
Abstract
While videolaryngoscopy has resulted in better overall success rates of tracheal intubation, airway assessment is still an important prerequisite for safe airway management. This study aimed to create an artificial intelligence model to identify difficult videolaryngoscopy using a neural network. Baseline characteristics, medical history, bedside examination and seven facial images were included as predictor variables. ResNet-18 was introduced to recognise images and extract features. Different machine learning algorithms were utilised to develop predictive models. A videolaryngoscopy view of Cormack-Lehane grade of 1 or 2 was classified as 'non-difficult', while grade 3 or 4 was classified as 'difficult'. A total of 5849 patients were included, of whom 5335 had non-difficult and 514 had difficult videolaryngoscopy. The facial model (only including facial images) using the Light Gradient Boosting Machine algorithm showed the highest area under the curve (95%CI) of 0.779 (0.733-0.825) with a sensitivity (95%CI) of 0.757 (0.650-0.845) and specificity (95%CI) of 0.721 (0.626-0.794) in the test set. Compared with bedside examination and multivariate scores (El-Ganzouri and Wilson), the facial model had significantly higher predictive performance (p < 0.001). Artificial intelligence-based facial analysis is a feasible technique for predicting difficulty during videolaryngoscopy, and the model developed using neural networks has higher predictive performance than traditional methods.
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Affiliation(s)
- M Xia
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - C Jin
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Y Zheng
- State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - J Wang
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - M Zhao
- State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - S Cao
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - T Xu
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - B Pei
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - M G Irwin
- Department of Anaesthesiology, University of Hong Kong, Hong Kong
| | - Z Lin
- State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - H Jiang
- Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Qi L, Li X, Yang Y, Zhao M, Lin A, Ma L. Accuracy of machine learning in the preoperative identification of ovarian borderline tumors: a meta-analysis. Clin Radiol 2024:S0009-9260(24)00134-X. [PMID: 38670918 DOI: 10.1016/j.crad.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 01/07/2024] [Accepted: 02/22/2024] [Indexed: 04/28/2024]
Abstract
AIM The objective of this study is to explore the diagnostic value of machine learning (ML) in borderline ovarian tumors through meta-analysis. METHODS Pubmed, Embase, Web of Science, and Cochrane Library databases were comprehensively retrieved from database inception untill February 16, 2023. The Prediction Model Risk of Bias Assessment Tool (PROBAST) was adopted to evaluate the risk of bias in the original studies. Sub-group analyses of ML were conducted according to clinical features and radiomics features. We separately discussed the discriminative value of ML for borderline vs benign and borderline vs malignant tumors. RESULTS Eighteen studies involving 12,778 subjects were included in our analysis. The modeling variables mainly consisted of radiomics features (n=13) and a small number of clinical features (n=5). When distinguishing between borderline and benign tumors, the ML model based on radiomic features achieved a c-index of 0.782 (95% CI: 0.732-0.831), sensitivity of 0.75 (95% CI: 0.67-0.82), and specificity of 0.75 (95% CI: 0.67-0.81) in the validation set. When distinguishing between borderline and malignant tumors, the ML model based on radiomic features achieved a c-index of 0.916 (95% CI: 0.891-0.940), sensitivity of 0.86 (95% CI: 0.78-0.91), and specificity of 0.88 (95% CI: 0.82-0.92) in the validation set. In addition, we analyzed the discriminatory ability of radiologists and found that their sensitivity was 0.26 (95% CI: 0.12-0.46) and specificity was 0.94 (95% CI: 0.90-0.97). CONCLUSIONS ML has tremendous potential in the preoperative diagnosis and differentiation of borderline ovarian tumors and may be more accurate than radiologists in diagnosing and differentiating borderline ovarian tumors.
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Affiliation(s)
- L Qi
- Department of Gynecology and Obstetrics, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai City, Shandong Province, China
| | - X Li
- Department of Pathology, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai City, Shandong Province, China
| | - Y Yang
- Emergency Department, HongQi Hospital Affiliated to MuDanJiang Medical University, MuDanJiang City, Heilongjiang Province, China
| | - M Zhao
- Department of Gynecology and Obstetrics, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai City, Shandong Province, China
| | - A Lin
- Department of Gynecology and Obstetrics, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai City, Shandong Province, China.
| | - L Ma
- Center for Laboratory Diagnosis, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai City, Shandong Province, China.
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Yin Y, Peng Q, Ma L, Dong Y, Sun Y, Xu S, Ding N, Liu X, Zhao M, Tang Y, Mei Z, Shao H, Yan D, Tang W. QALY-type preference and willingness-to-pay among end-of-life patients with cancer treatments: a pilot study using discrete choice experiment. Qual Life Res 2024; 33:753-765. [PMID: 38079024 DOI: 10.1007/s11136-023-03562-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2023] [Indexed: 02/26/2024]
Abstract
PURPOSE Quality-adjusted life-year (QALY) is a dominant measurement of health gain in economic evaluations for pricing drugs. However, end-of-life (EoL) patients' preference for QALY gains in life expectancy (LE) and quality of life (QoL) during different disease stages remains unknown and is seldom involved in decision-making. This study aims to measure preferences and willingness-to-pay (WTP) towards different types of QALY gain among EoL cancer patients. METHODS We attributed QALY gain to four types, gain in LE and QoL, respectively, and during both progression-free survival (PFS) and post-progression survival (PPS). A discrete choice experiment including five attributes (the four QALY attributes and one cost attribute) with three levels each was developed and conducted with 85 Chinese advanced non-small cell lung cancer patients in 2022. All levels were set with QALY gain/cost synthesised from research on anti-lung cancer drugs recently listed by Chinese National Healthcare Security Administration. Each respondent answered six choice tasks in a face-to-face interview. The data were analysed using mixed logit models. RESULTS Patients valued LE-related QALY gain in PFS most, with a relative importance of 81.8% and a WTP of $43,160 [95% CI 26,751 ~ 59,569] per QALY gain. Respondents consistently preferred LE-related to QoL-related QALY gain regardless of disease stage. Patients with higher income or lower education levels tended to pay more for QoL-related QALY gain. CONCLUSION Our findings suggest a prioritised resource allocation to EoL-prolonging health technologies. Given the small sample size and large individual heterogeneity, a full-scale study is needed to provide more robust results.
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Affiliation(s)
- Yue Yin
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Qian Peng
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Longhao Ma
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
| | - Yi Dong
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
| | - Yinan Sun
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
| | - Silu Xu
- Department of Pharmacy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Nianyang Ding
- Department of Pharmacy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Xiaolin Liu
- Department of Pharmacy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Mingye Zhao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Yaqian Tang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Zhiqing Mei
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Hanqiao Shao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Dan Yan
- Department of Pharmacy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, 210009, China.
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, 211198, China.
| | - Wenxi Tang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China.
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China.
- Department of Public Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China.
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Duan LL, Zhao YB, Er YL, Ye PP, Wang W, Gao X, Deng X, Jin Y, Wang Y, Ji CR, Ma XY, Gao C, Zhao YH, Zhu SQ, Su SZ, Guo XE, Peng JJ, Yu Y, Yang C, Su YY, Zhao M, Guo LH, Wu YP, Luo YN, Meng RL, Xu HF, Liu HZ, Ruan HH, Xie B, Zhang HM, Liao YH, Chen Y, Wang LH. [The effect of Ba Duan Jin on the balance of community-dwelling older adults: a cluster randomized control trial]. Zhonghua Liu Xing Bing Xue Za Zhi 2024; 45:250-256. [PMID: 38413065 DOI: 10.3760/cma.j.cn112338-20230506-00283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
Objective: To assess the effectiveness of a 6-month Ba Duan Jin exercise program in improving the balance of community-dwelling older adults. Methods: A two arms, parallel-group, cluster randomized controlled trial was conducted in 1 028 community residents aged 60-80 years in 40 communities in 5 provinces of China. Participants in the intervention group (20 communities, 523 people) received Ba Duan Jin exercise 5 days/week, 1 hour/day for 6 months, and three times of falls prevention health education, and the control group (20 communities, 505 people) received falls prevention health education same as the intervention group. The Berg balance scale (BBS) score was the leading outcome indicator, and the secondary outcome indicators included the length of time of standing on one foot (with eyes open and closed), standing in a tandem stance (with eyes open and closed), the closed circle test, and the timed up to test. Results: A total of 1 028 participants were included in the final analysis, including 731 women (71.11%) and 297 men (28.89%), and the age was (69.87±5.67) years. After the 3-month intervention, compared with the baseline data, the BBS score of the intervention group was significantly higher than the control group by 3.05 (95%CI: 2.23-3.88) points (P<0.001). After the 6-month intervention, compared with the baseline data, the BBS score of the intervention group was significantly higher than the control group by 4.70 (95%CI: 4.03-5.37) points (P<0.001). Ba Duan Jin showed significant improvement (P<0.05) in all secondary outcomes after 6 months of exercise in the intervention group compared with the control group. Conclusions: This study showed that Ba Duan Jin exercise can improve balance in community-dwelling older adults aged 60-80. The longer the exercise time, the better the improvement.
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Affiliation(s)
- L L Duan
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Y B Zhao
- Shijiazhuang People's Hospital, Shijiazhuang 050031, China
| | - Y L Er
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - P P Ye
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - W Wang
- National Clinical Research Center for Cardiovascular Diseases/National Center for Cardiovascular Diseases/Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing 100037, China
| | - X Gao
- Office of Chronic Disease and Ageing Health Management, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - X Deng
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Y Jin
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Y Wang
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - C R Ji
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - X Y Ma
- Institute for Chronic and Non-communicable Disease Control and Prevention, Shijiazhuang Municipal Center for Disease Control and Prevention, Shijiazhuang 050011, China
| | - C Gao
- Institute for Chronic and Non-communicable Disease Control and Prevention, Shijiazhuang Municipal Center for Disease Control and Prevention, Shijiazhuang 050011, China
| | - Y H Zhao
- Shijiazhuang Chang'an District Center for Disease Control and Prevention, Shijiazhuang 050011, China
| | - S Q Zhu
- Department of Chronic Prevention and Control, Shijiazhuang Chang'an District Center for Disease Control and Prevention, Shijiazhuang 050011, China
| | - S Z Su
- Department of Nursing, Shijiazhuang Hospital of Traditional Chinese Medicine, Shijiazhuang 050051, China
| | - X E Guo
- Department of Nursing, Shijiazhuang Hospital of Traditional Chinese Medicine, Shijiazhuang 050051, China
| | - J J Peng
- Department of Injury Control and Prevention, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Y Yu
- Department of Injury Control and Prevention, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - C Yang
- Department of Cancer and Injury Control and Prevention, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai 200136, China
| | - Y Y Su
- Department of Cancer and Injury Control and Prevention, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai 200136, China
| | - M Zhao
- Department of Chronic and Non-communicable Disease Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - L H Guo
- Department of Chronic and Non-communicable Disease Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Y P Wu
- General Office, Cixi Municipal Center for Disease Control and Prevention of Zhejiang Province, Ningbo 315302, China
| | - Y N Luo
- General Office, Cixi Municipal Center for Disease Control and Prevention of Zhejiang Province, Ningbo 315302, China
| | - R L Meng
- Department of Chronic and Non-communicable Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511483, China
| | - H F Xu
- Department of Chronic and Non-communicable Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511483, China
| | - H Z Liu
- Guangzhou Municipal Center for Disease Control and Prevention, Guangzhou 510440, China
| | - H H Ruan
- Department of Chronic and Non-communicable Disease Control and Prevention, Chronic Disease Prevention and Control Station of Guangzhou Panyu District, Guangzhou 511400, China
| | - B Xie
- Department of Psychiatric, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518054, China
| | - H M Zhang
- Department of Psychiatric, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518054, China
| | - Y H Liao
- Department of Psychiatric, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518054, China
| | - Y Chen
- Department of Psychiatric, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen 518054, China
| | - L H Wang
- Division of Injury Prevention and Mental Health, National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
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Jiang Y, Zhao M, Tang W, Zheng X. Impacts of systemic treatments on health-related quality of life for patients with metastatic colorectal cancer: a systematic review and network meta-analysis. BMC Cancer 2024; 24:188. [PMID: 38336718 PMCID: PMC10854105 DOI: 10.1186/s12885-024-11937-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
OBJECTIVE There is limited evidence of comparative results among different treatments regarding impacts of Health-Related Quality of Life (HRQoL) for patients with metastatic colorectal cancer (mCRC). We aimed to compare efficacy of systemic treatments on HRQoL among patients with mCRC. METHODS We collected randomized controlled trials (RCTs) reported in English up until July 2023, from databases including PubMed, Embase, Cochrane Library, ClinicalTrials.gov, and prominent conference databases, for this Bayesian network meta-analysis. Phase 2 or 3 trials that evaluated at least two therapeutic regimens were included. Primary outcomes were short-term and long-term mean changes in EORTC QLQ-C30 global health status/quality of life (GHS/QoL) scores. Secondary outcome was mean change in EQ-5D health utility scores. Mean differences (MDs) with 95% confidence intervals (CIs) were used as effect size. Subgroup analysis was performed based on whether patients received systemic treatments before. We conducted various sensitivity analyses, including differentiating between chemotherapy types, and analyzed patient cohorts with non-specified gene expression levels as well as those with target KRAS expression statuses. The current systematic review protocol was registered on PROSPERO (CRD42023453315 and CRD42023420498). RESULTS Immunotherapy and targeted therapy significantly improved HRQoL over chemotherapy, with MDs of 9.27 (95% CI: 3.96 to 14.6) and 4.04 (95% CI: 0.11 to 7.94), respectively. Monotherapy significantly outperformed both combination therapy (MD 5.71, 95%CI 0.78 to 10.63) and no active treatment (MD 3.7, 95%CI 1.41 to 6.01) regarding GHS/QoL in the short-term. Combining targeted therapy with chemotherapy did not improve HRQoL. Focusing on HRQoL, cetuximab excelled when gene expression baselines were unspecified. Subgroup and sensitivity analyses upheld these robust findings, unaffected by model or patient baseline characteristics. Evidence from clinical trials without specific gene level data suggested that monotherapies, especially targeted therapies such as cetuximab, demonstrated superiority in HRQoL. For KRAS wild-type patients, no significant HRQoL differences emerged between chemotherapy, targeted therapy, or their combination.. CONCLUSIONS Targeted therapies and immunotherapy demonstrate superior HRQoL benefits, monotherapy such as cetuximab is associated with significant improvements as compared to combination therapy. However, tailoring these results to individual gene expression profiles requires more evidence.
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Affiliation(s)
- Yunlin Jiang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Mingye Zhao
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Wenxi Tang
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.
| | - Xueping Zheng
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China.
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Zhao M, Shao T, Shao H, Zhou C, Tang W. Identifying optimal ALK inhibitors in first- and second-line treatment of patients with advanced ALK-positive non-small-cell lung cancer: a systematic review and network meta-analysis. BMC Cancer 2024; 24:186. [PMID: 38331773 PMCID: PMC10851546 DOI: 10.1186/s12885-024-11916-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 01/23/2024] [Indexed: 02/10/2024] Open
Abstract
OBJECTIVES To compare the efficacy, safety and effects on quality of life of different ALK-inhibitors for global and Asian patients with advanced ALK-positive non-small-cell lung cancer (NSCLC). METHODS The included RCTs were identified through a systematic search of PubMed, EMBASE, Cochrane Library, Clinical Trials.gov, and major cancer conferences. The assessment of progression-free survival (PFS), intracranial PFS, overall survival (OS), and patient-reported outcomes (PROs) was carried out using restricted mean survival time (RMST) model, fractional polynomial model and Royston-Parmar model. Time-invariant hazard ratio (HR) models were also used to validate and supplement the primary analysis. Objective response rate (ORR) and adverse events with any grade, grade 3-5 were assessed through a Bayesian network meta-analysis. The primary measures for OS, PFS, and PROs were HR and RMST. The odds ratio was the metric for evaluating safety, ORR, 12-month PFS rate, 24-month OS rate, and the 12-month non-deterioration rate of PROs. Subgroup analyses based on patient characteristics were performed. RESULTS A total of fourteen studies (ten for first-line, four for second-line) consisting of nine treatments (chemotherapy, crizotinib, alectinib [600mg BID], low-dose alectinib [300mg BID], brigatinib, ceritinib, ensartinib, envonalkib, and lorlatinib) were included. In the first-line setting, alectinib showed a significant advantage over crizotinib and had the longest OS among all ALK-inhibitors. Compared to crizotinib, lorlatinib had the best efficacy regarding PFS for global patients, followed closely by alectinib and brigatinib. For Asian patients, alectinib significantly improved PFS compared to other treatments. In second-line, alectinib had the highest PFS for patients pretreated with crizotinib, followed by brigatinib, ceritinib and chemotherapy. Alectinib, irrespective of the dose, was the safest first-line option, whereas lorlatinib, brigatinib, and ceritinib showed poorer safety profiles. Alectinib was also the safest ALK-inhibitor for crizotinib-resistant patients. Brigatinib had the best performance in terms of PROs. CONCLUSIONS Considering both efficacy and safety, alectinib appears to be the preferable treatment in first-line and second-line, particularly for Asian patients.
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Affiliation(s)
- Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Taihang Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Hanqiao Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Caicun Zhou
- Shanghai Pulmonary Hospital, Tongji University, Shanghai, China.
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China.
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Apadula N, Aphecetche L, Appelshäuser H, Arata C, Arcelli S, Aresti M, Arnaldi R, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Azmi MD, Badalà A, Bae J, Baek YW, Bai X, Bailhache R, Bailung Y, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barile F, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Baruffaldi F, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellini F, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bigot AP, Bilandzic A, Biro G, Biswas S, Bize N, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Borquez Carcamo AG, Bossi H, Botta E, Bouziani YEM, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camerini P, Canedo FDM, Carabas M, Carballo AA, Carnesecchi F, Caron R, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho J, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Crkovská J, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash AR, Dash S, De Caro A, de Cataldo G, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Debski RJ, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrandi L, Ferrer MB, Ferrero A, Ferrero C, Ferretti A, Feuillard VJG, Filova V, Finogeev D, Fionda FM, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Fusayasu T, Gaardhøje JJ, Gagliardi M, Gago AM, Galvan CD, Gangadharan DR, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garibli A, Garner K, Gasik P, Gautam A, Gay Ducati MB, Germain M, Ghosh C, Giacalone M, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorgon M, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gundem T, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Haider FU, Hamagaki H, Hamdi A, Hamid M, Han Y, Hannigan R, Haque MR, Harris JW, Harton A, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Hemmer M, Herman T, Herrera Corral G, Herrmann F, Herrmann S, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hofman B, Hohlweger B, Hong GH, Horst M, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hushnud H, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov M, Ivanov V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaelani S, Jaffe L, Jahnke C, Jakubowska MJ, Janik MA, Janson T, Jercic M, Jia S, Jimenez AAP, Jonas F, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kidson MB, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim J, Kim M, Kim S, Kim T, Kimura K, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko V, Kowalski M, Kozhuharov V, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kumar S, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kuryakin A, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Lee H, Legras G, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Lim B, Lim SH, Lindenstruth V, Lindner A, Lippmann C, Liu A, Liu DH, Liu J, Lofnes IM, Loizides C, Lokos S, Loncar P, Lopez JA, Lopez X, López Torres E, Lu P, Luhder JR, Lunardon M, Luparello G, Ma YG, Maevskaya A, Mager M, Mahmoud T, Maire A, Makariev MV, Malaev M, Malfattore G, Malik NM, Malik QW, Malik SK, Malinina L, Mal'Kevich D, Mallick D, Mallick N, Mandaglio G, Manko V, Manso F, Manzari V, Mao Y, Margagliotti GV, Margotti A, Marín A, Markert C, Martinengo P, Martinez JL, Martínez MI, Martínez García G, Masciocchi S, Masera M, Masoni A, Massacrier L, Mastroserio A, Mathis AM, Matonoha O, Matuoka PFT, Matyja A, Mayer C, Mazuecos AL, Mazzaschi F, Mazzilli M, Mdhluli JE, Mechler AF, Melikyan Y, Menchaca-Rocha A, Meninno E, Menon AS, Meres M, Mhlanga S, Miake Y, Micheletti L, Migliorin LC, Mihaylov DL, Mikhaylov K, Mishra AN, Miśkowiec D, Modak A, Mohanty AP, Mohanty B, Khan MM, Molander MA, Moravcova Z, Mordasini C, Moreira De Godoy DA, Morozov I, Morsch A, Mrnjavac T, Muccifora V, Muhuri S, Mulligan JD, Mulliri A, Munhoz MG, Munzer RH, Murakami H, Murray S, Musa L, Musinsky J, Myrcha JW, Naik B, Nambrath AI, Nandi BK, Nania R, Nappi E, Nassirpour AF, Nath A, Nattrass C, Naydenov MN, Neagu A, Negru A, Nellen L, Nesbo SV, Neskovic G, Nesterov D, Nielsen BS, Nielsen EG, Nikolaev S, Nikulin S, Nikulin V, Noferini F, Noh S, Nomokonov P, Norman J, Novitzky N, Nowakowski P, Nyanin A, Nystrand J, Ogino M, Ohlson A, Okorokov VA, Oleniacz J, Oliveira Da Silva AC, Oliver MH, Onnerstad A, Oppedisano C, Ortiz Velasquez A, Otwinowski J, Oya M, Oyama K, Pachmayer Y, Padhan S, Pagano D, Paić G, Palasciano A, Panebianco S, Park H, Park H, Park J, Parkkila JE, Patra RN, Paul B, Pei H, Peitzmann T, Peng X, Pennisi M, Pereira LG, Peresunko D, Perez GM, Perrin S, Pestov Y, Petráček V, Petrov V, Petrovici M, Pezzi RP, Piano S, Pikna M, Pillot P, Pinazza O, Pinsky L, Pinto C, Pisano S, Płoskoń M, Planinic M, Pliquett F, Poghosyan MG, Polichtchouk B, Politano S, Poljak N, Pop A, Porteboeuf-Houssais S, Pozdniakov V, Pradhan KK, Prasad SK, Prasad S, Preghenella R, Prino F, Pruneau CA, Pshenichnov I, Puccio M, Pucillo S, Pugelova Z, Qiu S, Quaglia L, Quishpe RE, Ragoni S, Rakotozafindrabe A, Ramello L, Rami F, Ramirez SAR, Rancien TA, Rasa M, Räsänen SS, Rath R, Rauch MP, Ravasenga I, Read KF, Reckziegel C, Redelbach AR, Redlich K, Rehman A, Reidt F, Reme-Ness HA, Rescakova Z, Reygers K, Riabov A, Riabov V, Ricci R, Richter M, Riedel AA, Riegler W, Ristea C, Rodríguez Cahuantzi M, Røed K, Rogalev R, Rogochaya E, Rogoschinski TS, Rohr D, Röhrich D, Rojas PF, Rojas Torres S, Rokita PS, Romanenko G, Ronchetti F, Rosano A, Rosas ED, Rossi A, Roy A, Roy S, Rubini N, Rueda OV, Ruggiano D, Rui R, Rumyantsev B, Russek PG, Russo R, Rustamov A, Ryabinkin E, Ryabov Y, Rybicki A, Rytkonen H, Rzesa W, Saarimaki OAM, Sadek R, Sadhu S, Sadovsky S, Saetre J, Šafařík K, Saha SK, Saha S, Sahoo B, Sahoo R, Sahoo S, Sahu D, Sahu PK, Saini J, Sajdakova K, Sakai S, Salvan MP, Sambyal S, Sanna I, Saramela TB, Sarkar D, Sarkar N, Sarma P, Sarritzu V, Sarti VM, Sas MHP, Schambach J, Scheid HS, Schiaua C, Schicker R, Schmah A, Schmidt C, Schmidt HR, Schmidt MO, Schmidt M, Schmidt NV, Schmier AR, Schotter R, Schröter A, Schukraft J, Schwarz K, Schweda K, Scioli G, Scomparin E, Seger JE, Sekiguchi Y, Sekihata D, Selyuzhenkov I, Senyukov S, Seo JJ, Serebryakov D, Šerkšnytė L, Sevcenco A, Shaba TJ, Shabetai A, Shahoyan R, Shangaraev A, Sharma A, Sharma D, Sharma H, Sharma M, Sharma S, Sharma S, Sharma U, Shatat A, Sheibani O, Shigaki K, Shimomura M, Shin J, Shirinkin S, Shou Q, Sibiriak Y, Siddhanta S, Siemiarczuk T, Silva TF, Silvermyr D, Simantathammakul T, Simeonov R, Singh B, Singh B, Singh R, Singh R, Singh R, Singh S, Singh VK, Singhal V, Sinha T, Sitar B, Sitta M, Skaali TB, Skorodumovs G, Slupecki M, Smirnov N, Snellings RJM, Solheim EH, Song J, Songmoolnak A, Soramel F, Spijkers R, Sputowska I, Staa J, Stachel J, Stan I, Steffanic PJ, Stiefelmaier SF, Stocco D, Storehaug I, Stratmann P, Strazzi S, Stylianidis CP, Suaide AAP, Suire C, Sukhanov M, Suljic M, Sultanov R, Sumberia V, Sumowidagdo S, Swain S, Szarka I, Taghavi SF, Taillepied G, Takahashi J, Tambave GJ, Tang S, Tang Z, Tapia Takaki JD, Tapus N, Tarasovicova LA, Tarzila MG, Tassielli GF, Tauro A, Tejeda Muñoz G, Telesca A, Terlizzi L, Terrevoli C, Tersimonov G, Thakur S, Thomas D, Tikhonov A, Timmins AR, Tkacik M, Tkacik T, Toia A, Tokumoto R, Topilskaya N, Toppi M, Torales-Acosta F, Tork T, Torres Ramos AG, Trifiró A, Triolo AS, Tripathy S, Tripathy T, Trogolo S, Trubnikov V, Trzaska WH, Trzcinski TP, Tumkin A, Turrisi R, Tveter TS, Ullaland K, Ulukutlu B, Uras A, Urioni M, Usai GL, Vala M, Valle N, van Doremalen LVR, van Leeuwen M, van Veen CA, van Weelden RJG, Vande Vyvre P, Varga D, Varga Z, Vasileiou M, Vasiliev A, Vázquez Doce O, Vechernin V, Vercellin E, Vergara Limón S, Vermunt L, Vértesi R, Verweij M, Vickovic L, Vilakazi Z, Villalobos Baillie O, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wang C, Wang D, Wang Y, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav A, Yadav AK, Yalcin S, Yamaguchi Y, Yamakawa K, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang L, Zhang S, Zhang X, Zhang Y, Zhang Z, Zhao M, Zherebchevskii V, Zhi Y, Zhou D, Zhou Y, Zhu J, Zhu Y, Zugravel SC, Zurlo N. ψ(2S) Suppression in Pb-Pb Collisions at the LHC. Phys Rev Lett 2024; 132:042301. [PMID: 38335364 DOI: 10.1103/physrevlett.132.042301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 05/25/2023] [Accepted: 11/20/2023] [Indexed: 02/12/2024]
Abstract
The production of the ψ(2S) charmonium state was measured with ALICE in Pb-Pb collisions at sqrt[s_{NN}]=5.02 TeV, in the dimuon decay channel. A significant signal was observed for the first time at LHC energies down to zero transverse momentum, at forward rapidity (2.5
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - N Apadula
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Arata
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - M Aresti
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, USA
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - J Bae
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- University of Science and Technology of China, Hefei, China
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - F Barile
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Baruffaldi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, USA
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | | | - F Bellini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Bellwied
- University of Houston, Houston, Texas, USA
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A P Bigot
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - N Bize
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - J T Blair
- The University of Texas at Austin, Austin, Texas, USA
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A G Borquez Carcamo
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - H Bossi
- Yale University, New Haven, Connecticut, USA
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Y E M Bouziani
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G E Bruno
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
| | - H Caines
- Yale University, New Haven, Connecticut, USA
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Romania
| | - A A Carballo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Carnesecchi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Caron
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - J Castillo Castellanos
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - F Catalano
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Cheshkov
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - B Cheynis
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - J Cho
- Inha University, Incheon, Republic of Korea
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M L Coquet
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - J Crkovská
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A R Dash
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - A De Caro
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | - R J Debski
- AGH University of Science and Technology, Cracow, Poland
| | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, USA
| | - D Di Bari
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, USA
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Ferrandi
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - C Ferrero
- INFN, Sezione di Torino, Turin, Italy
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F M Fionda
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Flor
- University of Houston, Houston, Texas, USA
| | - A N Flores
- The University of Texas at Austin, Austin, Texas, USA
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacan, Mexico
| | | | - P Ganoti
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | | | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Garibli
- National Nuclear Research Center, Baku, Azerbaijan
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - P Gasik
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Gautam
- University of Kansas, Lawrence, Kansas, USA
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Ghosh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, USA
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, USA
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gundem
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - F U Haider
- Physics Department, University of Jammu, Jammu, India
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Hamdi
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Austin, Texas, USA
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - J W Harris
- Yale University, New Haven, Connecticut, USA
| | - A Harton
- Chicago State University, Chicago, Illinois, USA
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, USA
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - M Hemmer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Merida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Herrmann
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - M Horst
- Physik Department, Technische Universität München, Munich, Germany
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, USA
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, USA
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | | | - H Hushnud
- Department of Physics, Aligarh Muslim University, Aligarh, India
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Hutson
- University of Houston, Houston, Texas, USA
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, USA
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - S Jaelani
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | | | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - S Jia
- China Institute of Atomic Energy, Beijing, China
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
- University of Kansas, Lawrence, Kansas, USA
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M B Kidson
- University of Cape Town, Cape Town, South Africa
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Department of Physics, University of California, Berkeley, California, USA
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - K Kimura
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, USA
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, USA
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - V Kozhuharov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - P G Kuijer
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kumar
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kuryakin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Lee
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - G Legras
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, USA
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, USA
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - S Lokos
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - M V Makariev
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Malfattore
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Austin, Texas, USA
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - A M Mathis
- Physik Department, Technische Universität München, Munich, Germany
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Helsinki Institute of Physics (HIP), Helsinki, Finland
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, USA
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - A I Nambrath
- Department of Physics, University of California, Berkeley, California, USA
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, USA
| | - M N Naydenov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Romania
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, USA
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - H Park
- University of Tsukuba, Tsukuba, Japan
| | - H Park
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - M Pennisi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, USA
| | - C Pinto
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Planinic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - B Polichtchouk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - K K Pradhan
- Indian Institute of Technology Indore, Indore, India
| | - S K Prasad
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, USA
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Pucillo
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Z Pugelova
- Technical University of Košice, Košice, Slovak Republic
| | - S Qiu
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - S Ragoni
- Creighton University, Omaha, Nebraska, USA
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Rasa
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- Indian Institute of Technology Indore, Indore, India
- INFN, Sezione di Bologna, Bologna, Italy
| | - M P Rauch
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - I Ravasenga
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- University of Tennessee, Knoxville, Tennessee, USA
| | - C Reckziegel
- Universidade Federal do ABC, Santo Andre, Brazil
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - A A Riedel
- Physik Department, Technische Universität München, Munich, Germany
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - G Romanenko
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
- University of Houston, Houston, Texas, USA
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadhu
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - S K Saha
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - K Sajdakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - I Sanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - T B Saramela
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, USA
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Gauhati University, Department of Physics, Guwahati, India
| | - V Sarritzu
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, USA
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - N V Schmidt
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Schröter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, USA
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - S Sharma
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, USA
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - J Shin
- Chungbuk National University, Cheongju, Republic of Korea
| | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - R Simeonov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - S Singh
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, USA
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - J Song
- University of Houston, Houston, Texas, USA
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - R Spijkers
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Sultanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Romania
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - G F Tassielli
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Tejeda Muñoz
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Austin, Texas, USA
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R Tokumoto
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, USA
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - A Tumkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Vasileiou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - G Volpe
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - Y Wang
- Fudan University, Shanghai, China
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J R Wright
- The University of Texas at Austin, Austin, Texas, USA
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A Yadav
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Yamakawa
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - L Zhang
- Fudan University, Shanghai, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - Z Zhang
- Central China Normal University, Wuhan, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | | | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Shao H, Zhao M, Guan AJ, Shao T, Zhou D, Yu G, Tang W. A network meta-analysis of efficacy and safety for first-line and second/further-line therapies in postmenopausal women with hormone receptor-positive, HER2-negative, advanced breast cancer. BMC Med 2024; 22:13. [PMID: 38212842 PMCID: PMC10785354 DOI: 10.1186/s12916-023-03238-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 12/19/2023] [Indexed: 01/13/2024] Open
Abstract
BACKGROUND Hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR + /HER2 -) advanced breast cancer is a prevalent subtype among postmenopausal women. Despite the growing number of randomized clinical trials (RCTs) exploring this topic, the efficacy and safety of first-line and second/further-line treatments remain uncertain. Accordingly, our aim was to conduct a comprehensive evaluation of the efficacy and safety of these therapies through network meta-analysis. METHODS RCTs were identified by searching Pubmed, Embase, and major cancer conferences. The efficacy of interventions was assessed using the hazard ratios (HRs) of progression-free survival (PFS) and overall survival (OS), while safety was indicated by the incidence of any grade adverse events (AEs), grade 3-5 AEs, AEs leading to treatment discontinuation, and AEs leading to death. Both time-variant HRs fractional polynomial models and time-invariant HRs Cox-proportional hazards models were considered for handling time-to-event data. Safety indicators were analyzed using Bayesian network meta-analysis. Additionally, subgroup analyses were conducted based on patient characteristics. RESULTS A total of 41 RCTs (first-line 17, second/further-lines 27) were included in the analysis. For first-line treatment, the addition of Cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors to endocrine therapy significantly improved therapeutic efficacy in terms of both PFS and OS, demonstrating the best performance across all mechanisms. Specifically, the combination of Abemaciclib and Letrozole demonstrated the most favorable performance in terms of PFS, while Ribociclib plus Fulvestrant yielded the best outcomes in OS. Incorporating the immune checkpoint inhibitor Avelumab into the regimen with CDK4/6 inhibitors and selective estrogen receptor degraders significantly enhanced both PFS and OS in second-line or later treatments. Regarding safety, endocrine monotherapy performed well. Regarding safety, endocrine monotherapy performed well. There is mounting evidence suggesting that most CDK4/6 inhibitors may demonstrate poorer performance with respect to hematologic AEs. However, additional evidence is required to further substantiate these findings. CONCLUSIONS CDK4/6 inhibitors, combined with endocrine therapy, are pivotal in first-line treatment due to their superior efficacy and manageable AEs. For second/further-line treatment, adding immune checkpoint inhibitors to CDK4/6 inhibitors plus endocrine therapy may produce promising results. However, to reduce the results' uncertainty, further trials comparing these novel treatments are warranted. TRIAL REGISTRATION Registration number: PROSPERO (CRD42022377431).
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Affiliation(s)
- Hanqiao Shao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Mingye Zhao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Ai-Jia Guan
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Sichuan, China
| | - Taihang Shao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Dachuang Zhou
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Guo Yu
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China.
| | - Wenxi Tang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.
- Center for Pharmacoeconomics and Outcomes Research & Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.
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12
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Jiang Y, Zhao M, Liu R, Zheng X. Sotorasib versus Docetaxel for treatment of US and Chinese patients with advanced non-small-cell lung cancer with KRAS p.G12C-mutated: A cost-effectiveness analysis to inform drug pricing. Medicine (Baltimore) 2023; 102:e36387. [PMID: 38115313 PMCID: PMC10727560 DOI: 10.1097/md.0000000000036387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND The cost-effectiveness of sotorasib and its reasonable price in the United States (US) and China remain unknown. Our objective was to estimate the price at which sotorasib could be economical as second-line treatment for advanced non-small-cell lung cancer patients with Kirsten rat sarcoma viral oncogene homolog p.G12C-mutation in 2 countries. METHODS We conducted an economic evaluation from the perspective of US and Chinese payers. To analyze US patients, we built a partitioned survival model. However, since we lacked Asian-specific overall survival data, we created a state transition model for the Chinese patients. We obtained patients' baseline characteristics and clinical data from CodeBreaK200, while utilities and costs were gathered from public databases and published literature. We calculated costs (US dollar), life years, quality-adjusted life years (QALYs), and incremental cost-effectiveness ratios. We conducted price simulation to guide pricing strategies. Additionally, we assessed the reliability of our results through sensitivity analyses, scenario analyses, and subgroup analyses. RESULTS The incremental cost-effectiveness ratios of sotorasib compared to docetaxel were $1501,852 per quality-adjusted life-years (QALY) in the US and $469,106/QALY in China, respectively, which meant sotorasib was unlikely to be economical at the currently available price of $20,878 (240 × 120 mg) in both countries. Price simulation results revealed that sotorasib would be preferred at a price lower than $1400 at the willingness-to-pay threshold of $37,376 in China and a price lower than $2220 at the willingness-to-pay threshold of $150,000 in the US. Sensitivity, scenario, and subgroup analyses showed that these conclusions were generally robust, the model was most sensitive to the utilities of progression-free survival and post-progression survival. CONCLUSIONS Sotorasib could potentially be a cost-effective therapy in the US and China following price reductions. Our evidence-based pricing strategy can assist decision-makers and clinicians in making optimal decisions. However, further analysis of budget impact and affordability is needed.
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Affiliation(s)
- Yunlin Jiang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Ruolin Liu
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Xueping Zheng
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
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13
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Zhao M, Zhou M, Huang JT, Rao Q, Teng XD. [Advance on the classification of prostate cancer with neuroendocrine differentiation]. Zhonghua Bing Li Xue Za Zhi 2023; 52:1193-1196. [PMID: 38058033 DOI: 10.3760/cma.j.cn112151-20230924-00210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Subscribe] [Scholar Register] [Indexed: 12/08/2023]
Affiliation(s)
- M Zhao
- Ningbo Clinical Pathology Diagnosis Center, Ningbo 315000, China
| | - M Zhou
- Department of Pathology, Tufts University School of Medicine, Boston 02215, U S A
| | - J T Huang
- Department of Pathology, Duke University School of Medicine, Durham 27710, U S A
| | - Q Rao
- Department of Pathology, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - X D Teng
- Department of Pathology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
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Mu J, Zhou X, Xing Y, Zhang M, Zhang J, Li F, Ge J, Zhao M, Liu L, Gong D, Geng T. Thyroid hormone-responsive protein mediates the response of chicken liver to fasting mainly through the cytokine-cytokine receptor interaction pathway. Br Poult Sci 2023; 64:733-744. [PMID: 37565565 DOI: 10.1080/00071668.2023.2246135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 07/02/2023] [Accepted: 07/10/2023] [Indexed: 08/12/2023]
Abstract
1. The objective of this study was to explore the mediating role of thyroid hormone-responsive protein (THRSP) in the response of chicken liver to fasting.2. A batch of 7-d-old chicks with similar body weights were randomly divided into the control group and the fasting group (n = 10). The control group was fed ad libitum, while the test group fasted for 24 h. The liver and pectoral muscle tissues were collected. Chicken primary hepatocytes or myocytes were treated with different concentrations of thyroxine, glucose, insulin, oleic acid and palmitic acid, separately. Chicken primary hepatocytes were transfected with THRSP overexpression vector vs. empty vector, and the cells were used for transcriptome analysis. The mRNA expression of THRSP and other genes was determined by quantitative PCR.3. The expression of THRSP in chicken liver and pectoral muscle tissues was significantly inhibited by fasting (P < 0.05). In chicken primary hepatocytes, the expression of THRSP was significantly induced by thyroxine (0.25, 0.5, 1 mmol/l), glucose (50, 100 mmol/l), and insulin (20 nmol/l), and was significantly inhibited by palmitic acid (0.125, 0.25 mmol/l). In the myocytes, expression of THRSP was significantly induced by thyroxine (0.25, 0.5, 1 mmol/l), glucose (50 mmol/l) and oleic acid (0.125, 0.25 mmol/l), was significantly inhibited by insulin (5 nmol/l) and was not significantly affected by palmitic acid.4. Transcriptome analysis showed that overexpression of THRSP significantly affected the expression of 1411 DEGs, of which 1007 were up-regulated and 404 were down-regulated. The GO term and KEGG pathway enrichment analyses showed that these DEGs were mainly enriched in the interaction between cytokine and cytokine receptor and its regulation and signal transduction, cell growth and apoptosis and its regulation, immune response and retinol metabolism.5. In conclusion, the THRSP gene mediates biological effects of fasting by influencing the expressional regulation of the genes related to biological processes such as cytokine-cytokine receptor interaction, cell growth and apoptosis, immune response, retinol metabolism, including TGM2, HSD17B2, RUNX3, IRF1, ANKRD6, UPP2, IKBKE, and PYCR1 genes, in chicken liver.
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Affiliation(s)
- J Mu
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - X Zhou
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - Y Xing
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - M Zhang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - J Zhang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - F Li
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - J Ge
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - M Zhao
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - L Liu
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
| | - D Gong
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety of the Ministry of Education of China, Yangzhou University, Yangzhou, Jiangsu, China
| | - T Geng
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety of the Ministry of Education of China, Yangzhou University, Yangzhou, Jiangsu, China
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Abdulhamid MI, Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Aslam S, Atchison J, Averichev GS, Bairathi V, Baker W, Cap JGB, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Sánchez MCDLB, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chatterjee A, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Gao T, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison-Smith H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Elayavalli RK, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu G, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd EM, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mondal MM, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Aguilar MAR, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen D, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Tyler J, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang J, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu X, Wu Y, Xi B, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang W, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Hyperon Polarization along the Beam Direction Relative to the Second and Third Harmonic Event Planes in Isobar Collisions at sqrt[s_{NN}]=200 GeV. Phys Rev Lett 2023; 131:202301. [PMID: 38039468 DOI: 10.1103/physrevlett.131.202301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/07/2023] [Accepted: 10/03/2023] [Indexed: 12/03/2023]
Abstract
The polarization of Λ and Λ[over ¯] hyperons along the beam direction has been measured relative to the second and third harmonic event planes in isobar Ru+Ru and Zr+Zr collisions at sqrt[s_{NN}]=200 GeV. This is the first experimental evidence of the hyperon polarization by the triangular flow originating from the initial density fluctuations. The amplitudes of the sine modulation for the second and third harmonic results are comparable in magnitude, increase from central to peripheral collisions, and show a mild p_{T} dependence. The azimuthal angle dependence of the polarization follows the vorticity pattern expected due to elliptic and triangular anisotropic flow, and qualitatively disagrees with most hydrodynamic model calculations based on thermal vorticity and shear induced contributions. The model results based on one of existing implementations of the shear contribution lead to a correct azimuthal angle dependence, but predict centrality and p_{T} dependence that still disagree with experimental measurements. Thus, our results provide stringent constraints on the thermal vorticity and shear-induced contributions to hyperon polarization. Comparison to previous measurements at RHIC and the LHC for the second-order harmonic results shows little dependence on the collision system size and collision energy.
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Affiliation(s)
| | - B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - S Aslam
- Indian Institute Technology, Patna, Bihar 801106, India
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - A Chatterjee
- National Institute of Technology Durgapur, Durgapur-713209, India
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - T Gao
- Shandong University, Qingdao, Shandong 266237
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University in Cairo, New Cairo 11835, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | | | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- University of Chinese Academy of Sciences, Beijing 101408
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - G Liu
- South China Normal University, Guangzhou, Guangdong 510631
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E M Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - M M Mondal
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Sejong University, Seoul 05006, South Korea
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Texas A&M University, College Station, Texas 77843
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Shen
- Shandong University, Qingdao, Shandong 266237
| | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
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- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Tyler
- Texas A&M University, College Station, Texas 77843
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- University of Science and Technology of China, Hefei, Anhui 230026
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - J Wang
- Shandong University, Qingdao, Shandong 266237
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - X Wu
- University of Science and Technology of China, Hefei, Anhui 230026
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- University of California, Riverside, California 92521
| | - B Xi
- Fudan University, Shanghai, 200433
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - G Xie
- University of Chinese Academy of Sciences, Beijing 101408
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
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- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
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- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Zhang
- South China Normal University, Guangzhou, Guangdong 510631
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Shandong University, Qingdao, Shandong 266237
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
- Brookhaven National Laboratory, Upton, New York 11973
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Ali Y, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Anuj C, Apadula N, Aphecetche L, Appelshäuser H, Arata C, Arcelli S, Aresti M, Arnaldi R, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Azmi MD, Badalà A, Baek YW, Bai X, Bailhache R, Bailung Y, Bala R, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barile F, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Baruffaldi F, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellini F, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bigot AP, Bilandzic A, Biro G, Biswas S, Bize N, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Bossi H, Botta E, Bouziani YEM, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Buckland MD, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Butt JB, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camerini P, Canedo FDM, Carabas M, Carnesecchi F, Caron R, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho J, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cifarelli L, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Crkovská J, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Cunqueiro L, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash AR, Dash S, David RMH, De Caro A, de Cataldo G, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Debski RJ, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubey AK, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrer MB, Ferrero A, Ferrero C, Ferretti A, Feuillard VJG, Filova V, Finogeev D, Fionda FM, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Fusayasu T, Gaardhøje JJ, Gagliardi M, Gago AM, Galvan CD, Gangadharan DR, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garibli A, Garner K, Gautam A, Gay Ducati MB, Germain M, Ghosh C, Ghosh SK, Giacalone M, Gianotti P, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorgon M, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gundem T, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Hamagaki H, Hamid M, Han Y, Hannigan R, Haque MR, Harris JW, Harton A, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Hemmer M, Herman T, Herrera Corral G, Herrmann F, Herrmann S, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hofman B, Hohlweger B, Honermann J, Hong GH, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hushnud H, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov M, Ivanov V, Izucheev V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaelani S, Jaffe L, Jahnke C, Jakubowska MJ, Janik MA, Janson T, Jercic M, Jevons O, Jimenez AAP, Jonas F, Jones PG, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kashyap V, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim J, Kim M, Kim S, Kim T, Kimura K, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko O, Kovalenko V, Kowalski M, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kumar S, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Legras G, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Lim B, Lim SH, Lindenstruth V, Lindner A, Lippmann C, Liu A, Liu DH, Liu J, Lofnes IM, Loizides C, Loncar P, Lopez JA, Lopez X, López Torres E, Lu P, Luhder JR, Lunardon M, Luparello G, Ma YG, Maevskaya A, Mager M, Mahmoud T, Maire A, Malaev M, Malfattore G, Malik NM, Malik QW, Malik SK, Malinina L, Mal'Kevich D, Mallick D, Mallick N, Mandaglio G, Manko V, Manso F, Manzari V, Mao Y, Margagliotti GV, Margotti A, Marín A, Markert C, Martinengo P, Martinez JL, Martínez MI, Martínez García G, Masciocchi S, Masera M, Masoni A, Massacrier L, Mastroserio A, Mathis AM, Matonoha O, Matuoka PFT, Matyja A, Mayer C, Mazuecos AL, Mazzaschi F, Mazzilli M, Mdhluli JE, Mechler AF, Melikyan Y, Menchaca-Rocha A, Meninno E, Menon AS, Meres M, Mhlanga S, Miake Y, Micheletti L, Migliorin LC, Mihaylov DL, Mikhaylov K, Mishra AN, Miśkowiec D, Modak A, Mohanty AP, Mohanty B, Khan MM, Molander MA, Moravcova Z, Mordasini C, Moreira De Godoy DA, Morozov I, Morsch A, Mrnjavac T, Muccifora V, Muhuri S, Mulligan JD, Mulliri A, Munhoz MG, Munzer RH, Murakami H, Murray S, Musa L, Musinsky J, Myrcha JW, Naik B, Nair R, Nambrath AI, Nandi BK, Nania R, Nappi E, Nassirpour AF, Nath A, Nattrass C, Neagu A, Negru A, Nellen L, Nesbo SV, Neskovic G, Nesterov D, Nielsen BS, Nielsen EG, Nikolaev S, Nikulin S, Nikulin V, Noferini F, Noh S, Nomokonov P, Norman J, Novitzky N, Nowakowski P, Nyanin A, Nystrand J, Ogino M, Ohlson A, Okorokov VA, Oleniacz J, Oliveira Da Silva AC, Oliver MH, Onnerstad A, Oppedisano C, Ortiz Velasquez A, Oskarsson A, Otwinowski J, Oya M, Oyama K, Pachmayer Y, Padhan S, Pagano D, Paić G, Palasciano A, Panebianco S, Park H, Park J, Parkkila JE, Patra RN, Paul B, Pei H, Peitzmann T, Peng X, Pennisi M, Pereira LG, Pereira Da Costa H, Peresunko D, Perez GM, Perrin S, Pestov Y, Petráček V, Petrov V, Petrovici M, Pezzi RP, Piano S, Pikna M, Pillot P, Pinazza O, Pinsky L, Pinto C, Pisano S, Płoskoń M, Planinic M, Pliquett F, Poghosyan MG, Politano S, Poljak N, Pop A, Porteboeuf-Houssais S, Porter J, Pozdniakov V, Prasad SK, Prasad S, Preghenella R, Prino F, Pruneau CA, Pshenichnov I, Puccio M, Pucillo S, Pugelova Z, Qiu S, Quaglia L, Quishpe RE, Ragoni S, Rakotozafindrabe A, Ramello L, Rami F, Ramirez SAR, Rancien TA, Raniwala R, Raniwala S, Rasa M, Räsänen SS, Rath R, Ravasenga I, Read KF, Reckziegel C, Redelbach AR, Redlich K, Rehman A, Reidt F, Reme-Ness HA, Rescakova Z, Reygers K, Riabov A, Riabov V, Ricci R, Richert T, Richter M, Riedel AA, Riegler W, Riggi F, Ristea C, Rodríguez Cahuantzi M, Røed K, Rogalev R, Rogochaya E, Rogoschinski TS, Rohr D, Röhrich D, Rojas PF, Rojas Torres S, Rokita PS, Romanenko G, Ronchetti F, Rosano A, Rosas ED, Rossi A, Roy A, Roy P, Roy S, Rubini N, Rueda OV, Ruggiano D, Rui R, Rumyantsev B, Russek PG, Russo R, Rustamov A, Ryabinkin E, Ryabov Y, Rybicki A, Rytkonen H, Rzesa W, Saarimaki OAM, Sadek R, Sadhu S, Sadovsky S, Saetre J, Šafařík K, Saha SK, Saha S, Sahoo B, Sahoo R, Sahoo S, Sahu D, Sahu PK, Saini J, Sajdakova K, Sakai S, Salvan MP, Sambyal S, Saramela TB, Sarkar D, Sarkar N, Sarma P, Sarritzu V, Sarti VM, Sas MHP, Schambach J, Scheid HS, Schiaua C, Schicker R, Schmah A, Schmidt C, Schmidt HR, Schmidt MO, Schmidt M, Schmidt NV, Schmier AR, Schotter R, Schukraft J, Schwarz K, Schweda K, Scioli G, Scomparin E, Seger JE, Sekiguchi Y, Sekihata D, Selyuzhenkov I, Senyukov S, Seo JJ, Serebryakov D, Šerkšnytė L, Sevcenco A, Shaba TJ, Shabetai A, Shahoyan R, Shangaraev A, Sharma A, Sharma D, Sharma H, Sharma M, Sharma N, Sharma S, Sharma S, Sharma U, Shatat A, Sheibani O, Shigaki K, Shimomura M, Shirinkin S, Shou Q, Sibiriak Y, Siddhanta S, Siemiarczuk T, Silva TF, Silvermyr D, Simantathammakul T, Simeonov R, Singh B, Singh B, Singh R, Singh R, Singh R, Singh S, Singh VK, Singhal V, Sinha T, Sitar B, Sitta M, Skaali TB, Skorodumovs G, Slupecki M, Smirnov N, Snellings RJM, Solheim EH, Song J, Songmoolnak A, Soramel F, Sorensen S, Spijkers R, Sputowska I, Staa J, Stachel J, Stan I, Steffanic PJ, Stiefelmaier SF, Stocco D, Storehaug I, Storetvedt MM, Stratmann P, Strazzi S, Stylianidis CP, Suaide AAP, Suire C, Sukhanov M, Suljic M, Sumberia V, Sumowidagdo S, Swain S, Szarka I, Tabassam U, Taghavi SF, Taillepied G, Takahashi J, Tambave GJ, Tang S, Tang Z, Tapia Takaki JD, Tapus N, Tarasovicova LA, Tarzila MG, Tassielli GF, Tauro A, Telesca A, Terlizzi L, Terrevoli C, Tersimonov G, Thakur S, Thomas D, Tikhonov A, Timmins AR, Tkacik M, Tkacik T, Toia A, Tokumoto R, Topilskaya N, Toppi M, Torales-Acosta F, Tork T, Torres Ramos AG, Trifiró A, Triolo AS, Tripathy S, Tripathy T, Trogolo S, Trubnikov V, Trzaska WH, Trzcinski TP, Turrisi R, Tveter TS, Ullaland K, Ulukutlu B, Uras A, Urioni M, Usai GL, Vala M, Valle N, Vallero S, van Doremalen LVR, van Leeuwen M, van Veen CA, van Weelden RJG, Vande Vyvre P, Varga D, Varga Z, Varga-Kofarago M, Vasileiou M, Vasiliev A, Vázquez Doce O, Vechernin V, Vercellin E, Vergara Limón S, Vermunt L, Vértesi R, Verweij M, Vickovic L, Vilakazi Z, Villalobos Baillie O, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wagner B, Wang C, Wang D, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav A, Yadav AK, Yalcin S, Yamaguchi Y, Yamakawa K, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanoli HJC, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang S, Zhang X, Zhang Y, Zhang Z, Zhao M, Zherebchevskii V, Zhi Y, Zhigareva N, Zhou D, Zhou Y, Zhu J, Zhu Y, Zinovjev G, Zurlo N. Measurements of Groomed-Jet Substructure of Charm Jets Tagged by D^{0} Mesons in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2023; 131:192301. [PMID: 38000395 DOI: 10.1103/physrevlett.131.192301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/13/2023] [Accepted: 07/19/2023] [Indexed: 11/26/2023]
Abstract
Understanding the role of parton mass and Casimir color factors in the quantum chromodynamics parton shower represents an important step in characterizing the emission properties of heavy quarks. Recent experimental advances in jet substructure techniques have provided the opportunity to isolate and characterize gluon emissions from heavy quarks. In this Letter, the first direct experimental constraint on the charm-quark splitting function is presented, obtained via the measurement of the groomed shared momentum fraction of the first splitting in charm jets, tagged by a reconstructed D^{0} meson. The measurement is made in proton-proton collisions at sqrt[s]=13 TeV, in the low jet transverse-momentum interval of 15≤p_{T}^{jet ch}<30 GeV/c where the emission properties are sensitive to parton mass effects. In addition, the opening angle of the first perturbative emission of the charm quark, as well as the number of perturbative emissions it undergoes, is reported. Comparisons to measurements of an inclusive-jet sample show a steeper splitting function for charm quarks compared with gluons and light quarks. Charm quarks also undergo fewer perturbative emissions in the parton shower, with a reduced probability of large-angle emissions.
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - Y Ali
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - C Anuj
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - N Apadula
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Arata
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - M Aresti
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, USA
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- University of Science and Technology of China, Hefei, China
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - R Bala
- Physics Department, University of Jammu, Jammu, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - F Barile
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Baruffaldi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, USA
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | | | - F Bellini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Bellwied
- University of Houston, Houston, Texas, USA
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A P Bigot
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - N Bize
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - J T Blair
- The University of Texas at Austin, Austin, Texas, USA
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Bossi
- Yale University, New Haven, Connecticut, USA
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Y E M Bouziani
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G E Bruno
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M D Buckland
- University of Liverpool, Liverpool, United Kingdom
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - J B Butt
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
| | - H Caines
- Yale University, New Haven, Connecticut, USA
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Romania
| | - F Carnesecchi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Caron
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - J Castillo Castellanos
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - F Catalano
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
| | - C Cheshkov
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - B Cheynis
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - J Cho
- Inha University, Incheon, Republic of Korea
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Cifarelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - M L Coquet
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - J Crkovská
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - L Cunqueiro
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A R Dash
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R M H David
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - A De Caro
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | - R J Debski
- AGH University of Science and Technology, Cracow, Poland
| | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, USA
| | - D Di Bari
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, USA
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A K Dubey
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - C Ferrero
- INFN, Sezione di Torino, Turin, Italy
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F M Fionda
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Flor
- University of Houston, Houston, Texas, USA
| | - A N Flores
- The University of Texas at Austin, Austin, Texas, USA
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | | | - P Ganoti
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | | | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Garibli
- National Nuclear Research Center, Baku, Azerbaijan
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - A Gautam
- University of Kansas, Lawrence, Kansas, USA
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Ghosh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S K Ghosh
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - P Gianotti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, USA
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, USA
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gundem
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Austin, Texas, USA
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - J W Harris
- Yale University, New Haven, Connecticut, USA
| | - A Harton
- Chicago State University, Chicago, Illinois, USA
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, USA
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - M Hemmer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Mérida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - S Herrmann
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - J Honermann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, USA
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, USA
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | | | - H Hushnud
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Hutson
- University of Houston, Houston, Texas, USA
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, USA
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Izucheev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - S Jaelani
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | | | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - O Jevons
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P G Jones
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kashyap
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - K Kimura
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, USA
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, USA
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - O Kovalenko
- National Centre for Nuclear Research, Warsaw, Poland
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - P G Kuijer
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kumar
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Legras
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, USA
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, USA
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Malfattore
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Austin, Texas, USA
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - A M Mathis
- Physik Department, Technische Universität München, Munich, Germany
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, USA
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - R Nair
- National Centre for Nuclear Research, Warsaw, Poland
| | - A I Nambrath
- Department of Physics, University of California, Berkeley, California, USA
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, USA
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Romania
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, USA
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Oskarsson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - H Park
- University of Tsukuba, Tsukuba, Japan
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - M Pennisi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - H Pereira Da Costa
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, USA
| | - C Pinto
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Planinic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - J Porter
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - S K Prasad
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, USA
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Pucillo
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Z Pugelova
- Technical University of Košice, Košice, Slovak Republic
| | - S Qiu
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - S Ragoni
- Creighton University, Omaha, Nebraska, USA
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - R Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - S Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - M Rasa
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- Indian Institute of Technology Indore, Indore, India
- INFN, Sezione di Bologna, Bologna, Italy
| | - I Ravasenga
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- University of Tennessee, Knoxville, Tennessee, USA
| | - C Reckziegel
- Universidade Federal do ABC, Santo Andre, Brazil
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - T Richert
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - A A Riedel
- Physik Department, Technische Universität München, Munich, Germany
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Riggi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - G Romanenko
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - P Roy
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadhu
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - S K Saha
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - K Sajdakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - T B Saramela
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, USA
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Gauhati University, Department of Physics, Guwahati, India
| | - V Sarritzu
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, USA
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tübingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tübingen, Germany
| | - N V Schmidt
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, USA
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - N Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - S Sharma
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, USA
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - R Simeonov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - S Singh
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, USA
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - J Song
- University of Houston, Houston, Texas, USA
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - S Sorensen
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Spijkers
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - M M Storetvedt
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - U Tabassam
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Romania
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - G F Tassielli
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Austin, Texas, USA
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R Tokumoto
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, USA
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - S Vallero
- INFN, Sezione di Torino, Turin, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | | | - M Vasileiou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - G Volpe
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - B Wagner
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J R Wright
- The University of Texas at Austin, Austin, Texas, USA
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A Yadav
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Yamakawa
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H J C Zanoli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - Z Zhang
- Central China Normal University, Wuhan, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - N Zhigareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | - G Zinovjev
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Peng Q, Yin Y, Liang M, Zhao M, Shao T, Tang Y, Mei Z, Li H, Tang W. Estimating the cost-effectiveness threshold of advanced non-small cell lung cancer in China using mean opportunity cost and contingent valuation method. Cost Eff Resour Alloc 2023; 21:80. [PMID: 37915053 PMCID: PMC10621116 DOI: 10.1186/s12962-023-00487-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 10/20/2023] [Indexed: 11/03/2023] Open
Abstract
OBJECTIVES Monetizing health has sparked controversy and has implications for pricing strategies of emerging health technologies. Medical insurance payers typically set up thresholds for quality-adjusted life years (QALY) gains based on health productivity and budget affordability, but they rarely consider patient willingness-to-pay (WTP). Our study aims to compare Chinese payer threshold and patient WTP toward QALY gain of advanced non-small cell lung cancer (NSCLC) and to inform a potential inclusion of patient WTP under more complex decision-making scenarios. METHODS A regression model was constructed with cost as the independent variable and QALY as the dependent variable, where the regression coefficients reflect mean opportunity cost, and by transforming these coefficients, the payer threshold can be obtained. Patient WTP was elicited through a contingent valuation method survey. The robustness of the findings was examined through sensitivity analyses of model parameters and patient heterogeneity. RESULTS The payer mean threshold in the base-case was estimated at 150,962 yuan (1.86 times per capita GDP, 95% CI 144,041-159,204). The two scenarios analysis generated by different utility inputs yielded thresholds of 112,324 yuan (1.39 times per capita GDP) and 111,824 yuan (1.38 times per capita GDP), respectively. The survey included 85 patients, with a mean WTP of 148,443 yuan (1.83 times per capita GDP, 95% CI 120,994-175,893) and median value was 106,667 yuan (1.32 times the GDP per capita). Due to the substantial degree of dispersion, the median was more representative. The payer threshold was found to have a high probability (98.5%) of falling within the range of 1-2 times per capita GDP, while the robustness of patient WTP was relatively weak. CONCLUSIONS In China, a country with a copayment system, payer threshold was higher than patient WTP, indicating that medical insurance holds significant decision-making authority, thus temporarily negating the need to consider patient WTP.
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Affiliation(s)
- Qian Peng
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Yue Yin
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Min Liang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Mingye Zhao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Taihang Shao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Yaqian Tang
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Zhiqing Mei
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Hao Li
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Wenxi Tang
- Department of Public Administration, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.
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Tao J, Zhao M, Spielman IB. Observation of Anisotropic Superfluid Density in an Artificial Crystal. Phys Rev Lett 2023; 131:163401. [PMID: 37925735 DOI: 10.1103/physrevlett.131.163401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 08/07/2023] [Indexed: 11/07/2023]
Abstract
We experimentally and theoretically investigate the anisotropic speed of sound of an atomic superfluid (SF) Bose-Einstein condensate in a 1D optical lattice. Because the speed of sound derives from the SF density, this implies that the SF density is itself anisotropic. We find that the speed of sound is decreased by the optical lattice, and the SF density is concomitantly reduced. This reduction is accompanied by the appearance of a zero entropy normal fluid in the purely Bose condensed phase. The reduction in SF density-first predicted [A. J. Leggett, Phys. Rev. Lett. 25, 1543 (1970).PRLTAO0031-900710.1103/PhysRevLett.25.1543] in the context of supersolidity-results from the coexistence of superfluidity and density modulations, but is agnostic about the origin of the modulations. We additionally measure the moment of inertia of the system in a scissors mode experiment, demonstrating the existence of rotational flow. As such we shed light on some supersolid properties using imposed, rather than spontaneously formed, density order.
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Affiliation(s)
- J Tao
- Joint Quantum Institute, University of Maryland and National Institute of Standards and Technology, College Park, Maryland 20742, USA
| | - M Zhao
- Joint Quantum Institute, University of Maryland and National Institute of Standards and Technology, College Park, Maryland 20742, USA
| | - I B Spielman
- Joint Quantum Institute, University of Maryland and National Institute of Standards and Technology, College Park, Maryland 20742, USA
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Yang XR, Sun HC, Xie Q, Zhang WG, Jia WD, Zhao M, Zhao HT, Liu XF, Zhou LD, Yan S, Xu L, Wang NY, Ding Y, Zhu XD, Zhou J, Fan J. [Chinese expert guidance on overall application of lenvatinib in hepatocellular carcinoma]. Zhonghua Gan Zang Bing Za Zhi 2023; 31:1018-1029. [PMID: 38016765 DOI: 10.3760/cma.j.cn115610-20230201-00035-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Lenvatinib mesylate is an oral receptor tyrosine kinase inhibitor against targets of vascular endothelial growth factor receptors 1-3, fibroblast growth factor receptors 1-4, platelet-derived growth factor receptor α, stem cell growth factor receptor, and rearranged during transfection, et al. Lenvatinib has been approved by the National Medical Products Administration of China on September 4, 2018, for the first-line treatment of patients with unresectable hepatocellular carcinoma who have not received systematic treatment before. Up to February 2023, Lenvatinib has been listed in China for more than 4 years, accumulating a series of post-marketing clinical research evidences. Based on the clinical practice before and after the launch of lenvatinib and referring to the clinical experience of other anti-angiogenesis inhibitors, domestic multidisciplinary experts and scholars adopt the Delphi method to formulate the Chinese Expert Guidance on Overall Application of Lenvatinib in Hepatocellular Carcinoma after repeated discussions and revisions, in order to provide reference for reasonable and effective clinical application of lenvatinib for clinicians.
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Affiliation(s)
- X R Yang
- Department of Liver Surgery, Research Institute of Liver Cancer, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - H C Sun
- Department of Liver Surgery, Research Institute of Liver Cancer, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Q Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, China
| | - W G Zhang
- Hepatic Surgery Center,Tongji Hospital,Tonji Medical College, Huazhong University of Science and Technolog, Wuhan 430030, China
| | - W D Jia
- Department of Liver Surgery, the First Affiliated Hospital of University of Science and Technology of China, Hefei 230001, China
| | - M Zhao
- Department of Minimally Invasive and Interventional, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in Southern China, Guangzhou 510060, China
| | - H T Zhao
- Department of Hepatic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China
| | - X F Liu
- Department of Oncology, Qinhuai Medical District, Eastern Theater General Hospital of PLA, Nanjing 210002, China
| | - L D Zhou
- Department of Liver Surgery, Xiangya Hospital of Central South University, Changsha 410008, China
| | - S Yan
- Department of Hepatobiliary and Pancreatic Surgery, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - L Xu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - N Y Wang
- Department of Cancer Center, the First Hospital of Jilin University, Changchun 130021, China
| | - Y Ding
- Department of Hepatobiliary and Pancreatic Surgery, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - X D Zhu
- Department of Liver Surgery, Research Institute of Liver Cancer, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - J Zhou
- Department of Liver Surgery, Research Institute of Liver Cancer, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - J Fan
- Department of Liver Surgery, Research Institute of Liver Cancer, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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20
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Chen D, Zhao M, Jiang W, Liang J. Dosimetric Analysis of Proton Beam Therapy vs. Photon Radiotherapy for Cardiac Tumors with or without Deep Inspiratory Breath Holding: A Case Report. Int J Radiat Oncol Biol Phys 2023; 117:e650-e651. [PMID: 37785935 DOI: 10.1016/j.ijrobp.2023.06.2073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Proton beam therapy (PBT) has been demonstrated to deliver equivalent dosimetric radiation with the benefit of improved sparing of organs at risk (OAR). Deep inspiration breath holding (DIBH) is a commonly used method for reducing the radiation dose to the heart and lungs. However, few studies have ever reported the usage of DIBH combined with proton beam therapy in cardiac tumors. The purpose of this case report is to compare the dosimetric differences between photon radiotherapy and proton radiation therapy (PBT) with or without deep inspiration breath holding. MATERIALS/METHODS A 66-year-old female patient with cardiac tumors was recruited, and the prescribed dose of radiotherapy for cardiac tumors was 95%PGTV 50Gy/2.5Gy/20f. Two simulation CT scans were collected during free breath (FB) and DIBH. And the target area was delineated on deep inspiratory breath holding image (DIBH-CT) and free breathing image (FB-CT). The target area of FB-CT was modified by referring to the ten-time phases of 4D-CT. Finally, IMRT, VMAT and PBT plans (DIBH-IMRT, DIBH-VAMT, DIBH-PBT, FB-IMRT, FB-VAMT, FB-PBT) were generated on the above images, and the organs at risk were limited as follows: lungs V20 ≤20%, lungs mean ≤11 Gy, heart V30 ≤40%, coronary artery mean ≤26 Gy, spinal cord ≤30 Gy, and left breast mean ≤5 Gy. RESULTS All of the six plans satisfied most of the treatment planning goals. DIBH resulted in a dose reduction in all organs at risk including the heart, lungs, coronary artery (CA), spinal cord and breasts, when compared with FB using IMRT, VMAT, or PBT. Compared with the FB, DIBH provided a significant reduction in the mean dose of coronary artery (CA mean for DIBH-IMRT vs FB-IMRT = 28.32 Gy vs 42.66 Gy, CA mean for DIBH-VMAT vs FB-VAMT = 26.44Gy vs 40.85Gy, CA mean for DIBH-PBT vs FB-PBT = 27.71Gy vs 39.51Gy). Similarly, when compared with IMRT or VMAT in either FB or DIBH, PBT reduced radiation doses for all of the OAR. In comparison, the difference was less significant between IMRT and VMAT technique. Pitmen compared with IMRT and VMAT, reduced significantly the max dose of spinal cord, lungs V5, breast-L/R mean. Totally, DIBH-PBT was observed sufficient dose coverage and better sparing of organs at risk. CONCLUSION PBT combined with DIBH technique gained an advantage in the sparing of OAR for cardiac tumors, especially in coronary protection. The possibility of broader application of PBT with DIBH in clinical practice is currently being evaluated and further studies are needed.
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Affiliation(s)
- D Chen
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Shenzhen, China
| | - M Zhao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Shenzhen, China
| | - W Jiang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - J Liang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
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Zhao M, Zhang X, Wang F, Hu X, Xue Z, Yue J, Chen M. A Multiomics Analysis of the Close Connection between Intratumoral Microbiota and Immune Cell Infiltration in Colorectal Cancer. Int J Radiat Oncol Biol Phys 2023; 117:e358. [PMID: 37785232 DOI: 10.1016/j.ijrobp.2023.06.2442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) The colorectal intratumoral microbiome and its association with the expression of the tumor genome and immune cell infiltration remain poorly characterized. Our study aims to investigate the relationship between intratumoral microbiota with tumor immune infiltration, patient prognosis, and potential downstream signaling pathways. MATERIALS/METHODS We collected biopsy samples of tumor tissue and paracancerous tissue from 92 patients with colorectal cancer, and acquired microbiota profiling in these samples using 16s rRNA sequencing. Meanwhile, the immune markers including CD8, FOXP3, CD163, PD-1 and PD-L1 were stained by immunohistochemistry (IHC) to identify the immune infiltration in tumors. Furthermore, we used The Cancer Genome Atlas and The Cancer Microbiome Atlas databases to conduct multiomics analysis on tumor flora and patient survival, tumor gene expression profile and potential downstream pathways. RESULTS There was a significant difference in α-diversity (p = 0.00051) and β-diversity (p = 0.004) between tumor and paracancerous tissues. The β-diversity of intratumoral bacterial differed by colorectal cancer tumor stage (early vs. late stage, p = 0.049) and location (left vs. right colon, p = 0.04). Stage-related flora cluster (Porphyromonas, Lachnoclostridium, Bacteroides, Aggregatibacter, and Hungatella) were identified and found to be associated with poor prognosis in colorectal cancer patients (HR = 1.79, p = 0.015). By IHC staining, we found that expression of PD-1 and FOXP3 was significantly reduced at low abundance of stage-related bacterial cluster (p<0.05). Among of them, Hungatella was negatively associated with CD8+T cell infiltration (p<0.05) in tumor. Besides, tumor-location related flora cluster (Bacteroides and Blautia) were identified and found to be associated with good prognosis in colorectal cancer patients (HR = 0.52, p = 0.011). Expression of CD163 was decreased at high abundance of location-related bacterial cluster (p<0.05). Among of them, Blautia was negatively correlated with tumor-associated macrophage infiltration(p<0.05). Furthermore, we found that the stage-related flora cluster was positively connected with the pathway of bile acid metabolism, whereas the location-dependent cluster was negatively correlated with this pathway. CONCLUSION We found specific intratumoral bacterial clusters that were related to tumor stage and location, and the clusters were strongly associated with tumor immune infiltration and patient prognosis. Our findings may provide new viewpoint for future research between intratumoral microbiota, metabolism pathway and tumor microenvironment.
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Affiliation(s)
- M Zhao
- Cheeloo College of Medicine, Shandong University, Jinan, China; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - X Zhang
- Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - F Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - X Hu
- Department of Oncology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Z Xue
- Department of Radiation Oncology, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - J Yue
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - M Chen
- Department of Endoscopy, Shandong Cancer Hospital and Institute, Jinan, China
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Hu X, Zhao M, Xue Z, Zhu Z, Yu J, Yue J. PARP Inhibitor Plus Radiotherapy Reshapes IDH1 Mutation Tumor Immune Suppression Microenvironment Potentiating the Efficiency of Immune Checkpoint Inhibitor. Int J Radiat Oncol Biol Phys 2023; 117:S159. [PMID: 37784398 DOI: 10.1016/j.ijrobp.2023.06.586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Isocitrate dehydrogenase 1 (IDH1) mutations confer gain-of-function activity by converting α-ketoglutarate (α-KG) to the oncometabolite D-2-hydroxyglutarate (D-2HG). IDH mutant tumors have fewer tumor-infiltrating CD8+ T cells and reduced PD-L1 expression compared with their wild type (WT) counterparts. In addition, 2-HG can directly inhibit the killing and proliferative functions of CD8+ T lymphocytes, and suggesting that 2-HG promotes an immunosuppressive TME. Several studies have shown that 2-HG can inhibit homologous recombination (HR) and weaken the DNA damage response (DDR), making them more sensitive to poly (ADP-ribose) polymerase (PARP) inhibitors and radiotherapy (RT). At the same time, RT and PARP inhibition (PARPi) have been considered to be a new direction to stimulate antitumor immunity. Therefore, our study intends to use RT + PARPi to reverse the immunosuppressive microenvironment caused by IDH1 mutations, thereby promoting the therapeutic effect of immune checkpoint inhibitors. MATERIALS/METHODS We compared the immune responses of clinical tissue samples and TCGA data from either IDH1mut or IDH1WT low-grade gliomas. We then established IDH1mut-overexpressing MC38 and GL261 cell lines to determine the antitumor effect of RT + PARPi. Apoptosis and immunogenic death markers were detected by flow cytometry, western blot (WB) and ELISA in these cell lines. Tumor growth and mouse survival curves were observed in both an MC38 subcutaneous and GL261 orthotopic tumor model. Changes in the composition of the immune microenvironment were assessed using flow cytometry. The mechanisms underpinning these compositional shifts were then further interrogated using various techniques, including WB, immunofluorescence, qRT-PCR, CRISPR/Cas9, and CD8+ T cell migration experiments. RESULTS We observed that CD8+ T cell infiltration and expression of the chemokines CXCL10 and CCL5 of CD8+ T cells in IDH1mut tumors were significantly downregulated by immunohistochemistry and TCGA analysis. Gene enrichment analysis using the TCGA database found that IDH1 mutations downregulated interferon (IFN)-related signaling pathways. RT + PARPi induces more DNA damage and actives the CGAS-STING pathway compared with monotherapy, leading to more expression of IFN-β, CXCL10 and CCL5 at mRNA and protein level. In the MC38 subcutaneous tumor model, we found that RT + PARPi increased the infiltration of CD8+ T cells while enhancing the killing function of CD8+ T cells. We observed these same effects in the GL261 orthoma model, as well as increased proliferation function of CD8+ T cells. In addition, RT + PARPi increased the expression of PD-L1 and enhanced the therapeutic effect of immune checkpoint inhibitors. CONCLUSION RT + PARPi reshapes the IDH1mut tumor immune suppression microenvironment, thereby potentiating the antitumor effect and efficiency of immune checkpoint inhibitor.
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Affiliation(s)
- X Hu
- Department of Oncology, Renmin Hospital of Wuhan University, Wuhan, China
| | - M Zhao
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Z Xue
- Department of Radiation Oncology, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Z Zhu
- Weifang Medical University, Weifang, Shandong, China
| | - J Yu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - J Yue
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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Jiang Y, Zhao M, Xi J, Li J, Tang W, Zheng X. Cost-effectiveness analysis of atezolizumab in patients with non-small-cell lung cancer ineligible for treatment with a platinum-containing regimen: a United Kingdom health care perspective. Front Public Health 2023; 11:1282374. [PMID: 37841712 PMCID: PMC10570614 DOI: 10.3389/fpubh.2023.1282374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 09/18/2023] [Indexed: 10/17/2023] Open
Abstract
Background Cost-effectiveness of atezolizumab, as a treatment for advanced non-small-cell lung cancer (NSCLC) patients who cannot receive a platinum-containing regimen,was still unknown. Our objective was to evaluate the cost-effectiveness of atezolizumab vs. chemotherapy in this indication from the perspective of UK healthcare system. Methods From the global, randomised, open-label, phase III IPSOS trial, clinical inputs and patient characteristics were obtained. A partitioned survival model with three health states was built: Progression-free survival, progressed disease and death. A lifetime time horizon was applied, with an annual discount rate of 3.5%. Additionally, the willingness-to-pay threshold of £50,000/QALY was utilized. Primary outcomes were quality-adjusted life-year (QALY), costs, and incremental cost-effectiveness ratio (ICER). Sensitivity, scenario, and subgroup analyses were used to assess the reliability of base-case results. Price simulations were carried out in order to provide information for the pricing strategy at specific willingness-to-pay threshold. Results In the base-case analysis, atezolizumab resulted in a gain of 0.28 QALYs and an ICER of £94,873/QALY compared to chemotherapy, demonstrating no cost-effectiveness. Price simulation results revealed that atezolizumab would be preferred at a price lower than £2,215 (a reduction of 41.8%) at the willingness-to-pay threshold of £50,000. Sensitivity, scenario and subgroup analyses revealed these conclusions were generally robust, the model was most sensitive to the price of atezolizumab and subsequent medication. Furthermore, atezolizumab was found to be more cost-effective for patients displaying a positive PD-L1 expression, with an ICER of £72,098/QALY as compared to chemotherapy. Conclusion Atezolizumab is not cost-effective for patients with advanced NSCLC ineligible for platinum-containing regimen, potential price reduction is necessary.
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Affiliation(s)
- Yunlin Jiang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Jiayi Xi
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Jiaqi Li
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xueping Zheng
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Ali Y, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Anuj C, Apadula N, Aphecetche L, Appelshäuser H, Arata C, Arcelli S, Aresti M, Arnaldi R, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Azmi MD, Badalà A, Baek YW, Bai X, Bailhache R, Bailung Y, Bala R, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barile F, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Baruffaldi F, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellini F, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bigot AP, Bilandzic A, Biro G, Biswas S, Bize N, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Borquez Carcamo AG, Bossi H, Botta E, Bouziani YEM, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Buckland MD, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Butt JB, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camerini P, Canedo FDM, Carabas M, Carballo AA, Carnesecchi F, Caron R, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho J, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cifarelli L, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Crkovská J, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Cunqueiro L, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash AR, Dash S, De Caro A, de Cataldo G, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Debski RJ, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubey AK, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrer MB, Ferrero A, Ferrero C, Ferretti A, Feuillard VJG, Filova V, Finogeev D, Fionda FM, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Fusayasu T, Gaardhøje JJ, Gagliardi M, Gago AM, Galvan CD, Gangadharan DR, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garibli A, Garner K, Gasik P, Gautam A, Gay Ducati MB, Germain M, Ghosh C, Ghosh SK, Giacalone M, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorgon M, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gundem T, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Hamagaki H, Hamdi A, Hamid M, Han Y, Hannigan R, Haque MR, Harris JW, Harton A, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Hemmer M, Herman T, Herrera Corral G, Herrmann F, Herrmann S, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hofman B, Hohlweger B, Honermann J, Hong GH, Horst M, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hushnud H, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov M, Ivanov V, Izucheev V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaelani S, Jaffe L, Jahnke C, Jakubowska MJ, Janik MA, Janson T, Jercic M, Jimenez AAP, Jonas F, Jones PG, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kashyap V, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim J, Kim M, Kim S, Kim T, Kimura K, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko V, Kowalski M, Kozhuharov V, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kumar S, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Legras G, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Lim B, Lim SH, Lindenstruth V, Lindner A, Lippmann C, Liu A, Liu DH, Liu J, Lofnes IM, Loizides C, Loncar P, Lopez JA, Lopez X, López Torres E, Lu P, Luhder JR, Lunardon M, Luparello G, Ma YG, Maevskaya A, Mager M, Mahmoud T, Maire A, Makariev MV, Malaev M, Malfattore G, Malik NM, Malik QW, Malik SK, Malinina L, Mal'Kevich D, Mallick D, Mallick N, Mandaglio G, Manko V, Manso F, Manzari V, Mao Y, Margagliotti GV, Margotti A, Marín A, Markert C, Martinengo P, Martinez JL, Martínez MI, Martínez García G, Masciocchi S, Masera M, Masoni A, Massacrier L, Mastroserio A, Mathis AM, Matonoha O, Matuoka PFT, Matyja A, Mayer C, Mazuecos AL, Mazzaschi F, Mazzilli M, Mdhluli JE, Mechler AF, Melikyan Y, Menchaca-Rocha A, Meninno E, Menon AS, Meres M, Mhlanga S, Miake Y, Micheletti L, Migliorin LC, Mihaylov DL, Mikhaylov K, Mishra AN, Miśkowiec D, Modak A, Mohanty AP, Mohanty B, Mohisin Khan M, Molander MA, Moravcova Z, Mordasini C, Moreira De Godoy DA, Morozov I, Morsch A, Mrnjavac T, Muccifora V, Muhuri S, Mulligan JD, Mulliri A, Munhoz MG, Munzer RH, Murakami H, Murray S, Musa L, Musinsky J, Myrcha JW, Naik B, Nambrath AI, Nandi BK, Nania R, Nappi E, Nassirpour AF, Nath A, Nattrass C, Naydenov MN, Neagu A, Negru A, Nellen L, Nesbo SV, Neskovic G, Nesterov D, Nielsen BS, Nielsen EG, Nikolaev S, Nikulin S, Nikulin V, Noferini F, Noh S, Nomokonov P, Norman J, Novitzky N, Nowakowski P, Nyanin A, Nystrand J, Ogino M, Ohlson A, Okorokov VA, Oleniacz J, Oliveira Da Silva AC, Oliver MH, Onnerstad A, Oppedisano C, Ortiz Velasquez A, Oskarsson A, Otwinowski J, Oya M, Oyama K, Pachmayer Y, Padhan S, Pagano D, Paić G, Palasciano A, Panebianco S, Park H, Park J, Parkkila JE, Patra RN, Paul B, Pei H, Peitzmann T, Peng X, Pennisi M, Pereira LG, Pereira Da Costa H, Peresunko D, Perez GM, Perrin S, Pestov Y, Petráček V, Petrov V, Petrovici M, Pezzi RP, Piano S, Pikna M, Pillot P, Pinazza O, Pinsky L, Pinto C, Pisano S, Płoskoń M, Planinic M, Pliquett F, Poghosyan MG, Politano S, Poljak N, Pop A, Porteboeuf-Houssais S, Porter J, Pozdniakov V, Pradhan KK, Prasad SK, Prasad S, Preghenella R, Prino F, Pruneau CA, Pshenichnov I, Puccio M, Pucillo S, Pugelova Z, Qiu S, Quaglia L, Quishpe RE, Ragoni S, Rakotozafindrabe A, Ramello L, Rami F, Ramirez SAR, Rancien TA, Rasa M, Räsänen SS, Rath R, Rauch MP, Ravasenga I, Read KF, Reckziegel C, Redelbach AR, Redlich K, Rehman A, Reidt F, Reme-Ness HA, Rescakova Z, Reygers K, Riabov A, Riabov V, Ricci R, Richert T, Richter M, Riedel AA, Riegler W, Ristea C, Rodríguez Cahuantzi M, Røed K, Rogalev R, Rogochaya E, Rogoschinski TS, Rohr D, Röhrich D, Rojas PF, Rojas Torres S, Rokita PS, Romanenko G, Ronchetti F, Rosano A, Rosas ED, Rossi A, Roy A, Roy P, Roy S, Rubini N, Rueda OV, Ruggiano D, Rui R, Rumyantsev B, Russek PG, Russo R, Rustamov A, Ryabinkin E, Ryabov Y, Rybicki A, Rytkonen H, Rzesa W, Saarimaki OAM, Sadek R, Sadhu S, Sadovsky S, Saetre J, Šafařík K, Saha SK, Saha S, Sahoo B, Sahoo R, Sahoo S, Sahu D, Sahu PK, Saini J, Sajdakova K, Sakai S, Salvan MP, Sambyal S, Sanna I, Saramela TB, Sarkar D, Sarkar N, Sarma P, Sarritzu V, Sarti VM, Sas MHP, Schambach J, Scheid HS, Schiaua C, Schicker R, Schmah A, Schmidt C, Schmidt HR, Schmidt MO, Schmidt M, Schmidt NV, Schmier AR, Schotter R, Schröter A, Schukraft J, Schwarz K, Schweda K, Scioli G, Scomparin E, Seger JE, Sekiguchi Y, Sekihata D, Selyuzhenkov I, Senyukov S, Seo JJ, Serebryakov D, Šerkšnytė L, Sevcenco A, Shaba TJ, Shabetai A, Shahoyan R, Shangaraev A, Sharma A, Sharma D, Sharma H, Sharma M, Sharma N, Sharma S, Sharma S, Sharma U, Shatat A, Sheibani O, Shigaki K, Shimomura M, Shin J, Shirinkin S, Shou Q, Sibiriak Y, Siddhanta S, Siemiarczuk T, Silva TF, Silvermyr D, Simantathammakul T, Simeonov R, Singh B, Singh B, Singh R, Singh R, Singh R, Singh S, Singh VK, Singhal V, Sinha T, Sitar B, Sitta M, Skaali TB, Skorodumovs G, Slupecki M, Smirnov N, Snellings RJM, Solheim EH, Song J, Songmoolnak A, Soramel F, Spijkers R, Sputowska I, Staa J, Stachel J, Stan I, Steffanic PJ, Stiefelmaier SF, Stocco D, Storehaug I, Stratmann P, Strazzi S, Stylianidis CP, Suaide AAP, Suire C, Sukhanov M, Suljic M, Sultanov R, Sumberia V, Sumowidagdo S, Swain S, Szarka I, Tabassam U, Taghavi SF, Taillepied G, Takahashi J, Tambave GJ, Tang S, Tang Z, Tapia Takaki JD, Tapus N, Tarasovicova LA, Tarzila MG, Tassielli GF, Tauro A, Telesca A, Terlizzi L, Terrevoli C, Tersimonov G, Thakur S, Thomas D, Tikhonov A, Timmins AR, Tkacik M, Tkacik T, Toia A, Tokumoto R, Topilskaya N, Toppi M, Torales-Acosta F, Tork T, Torres Ramos AG, Trifiró A, Triolo AS, Tripathy S, Tripathy T, Trogolo S, Trubnikov V, Trzaska WH, Trzcinski TP, Turrisi R, Tveter TS, Ullaland K, Ulukutlu B, Uras A, Urioni M, Usai GL, Vala M, Valle N, van Doremalen LVR, van Leeuwen M, van Veen CA, van Weelden RJG, Vande Vyvre P, Varga D, Varga Z, Varga-Kofarago M, Vasileiou M, Vasiliev A, Vázquez Doce O, Vechernin V, Vercellin E, Vergara Limón S, Vermunt L, Vértesi R, Verweij M, Vickovic L, Vilakazi Z, Villalobos Baillie O, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wagner B, Wang C, Wang D, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav A, Yadav AK, Yalcin S, Yamaguchi Y, Yamakawa K, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanoli HJC, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang L, Zhang S, Zhang X, Zhang Y, Zhang Z, Zhao M, Zherebchevskii V, Zhi Y, Zhigareva N, Zhou D, Zhou Y, Zhu J, Zhu Y, Zinovjev G, Zugravel SC, Zurlo N. Measurement of the Lifetime and Λ Separation Energy of _{Λ}^{3}H. Phys Rev Lett 2023; 131:102302. [PMID: 37739380 DOI: 10.1103/physrevlett.131.102302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 01/18/2023] [Accepted: 07/21/2023] [Indexed: 09/24/2023]
Abstract
The most precise measurements to date of the _{Λ}^{3}H lifetime τ and Λ separation energy B_{Λ} are obtained using the data sample of Pb-Pb collisions at sqrt[s_{NN}]=5.02 TeV collected by ALICE at the LHC. The _{Λ}^{3}H is reconstructed via its charged two-body mesonic decay channel (_{Λ}^{3}H→^{3}He+π^{-} and the charge-conjugate process). The measured values τ=[253±11(stat)±6(syst)] ps and B_{Λ}=[102±63(stat)±67(syst)] keV are compatible with predictions from effective field theories and confirm that the _{Λ}^{3}H structure is consistent with a weakly bound system.
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - Y Ali
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - C Anuj
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - N Apadula
- Lawrence Berkeley National Laboratory, California, United States
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Arata
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - M Aresti
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, United States
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- University of Science and Technology of China, Hefei, China
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - R Bala
- Physics Department, University of Jammu, Jammu, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - F Barile
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Baruffaldi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, United States
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | | | - F Bellini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Bellwied
- University of Houston, Houston, Texas, United States
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A P Bigot
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - N Bize
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - J T Blair
- The University of Texas at Austin, Texas, United States
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A G Borquez Carcamo
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - H Bossi
- Yale University, New Haven, Connecticut, United States
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Y E M Bouziani
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G E Bruno
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M D Buckland
- University of Liverpool, Liverpool, United Kingdom
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - J B Butt
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
| | - H Caines
- Yale University, New Haven, Connecticut, United States
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Romania
| | - A A Carballo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Carnesecchi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Caron
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - J Castillo Castellanos
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - F Catalano
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, California, United States
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Cheshkov
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - B Cheynis
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - J Cho
- Inha University, Incheon, Republic of Korea
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Cifarelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M L Coquet
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - J Crkovská
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, California, United States
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - L Cunqueiro
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A R Dash
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - A De Caro
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | - R J Debski
- AGH University of Science and Technology, Cracow, Poland
| | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, United States
| | - D Di Bari
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, United States
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A K Dubey
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, California, United States
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - C Ferrero
- INFN, Sezione di Torino, Turin, Italy
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F M Fionda
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Flor
- University of Houston, Houston, Texas, United States
| | - A N Flores
- The University of Texas at Austin, Texas, United States
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | | | - P Ganoti
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - E Garcia-Solis
- Chicago State University, Chicago, Illinois, United States
| | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Garibli
- National Nuclear Research Center, Baku, Azerbaijan
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - P Gasik
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Gautam
- University of Kansas, Lawrence, Kansas, United States
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Ghosh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S K Ghosh
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, United States
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, United States
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gundem
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Hamdi
- Lawrence Berkeley National Laboratory, California, United States
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Texas, United States
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - J W Harris
- Yale University, New Haven, Connecticut, United States
| | - A Harton
- Chicago State University, Chicago, Illinois, United States
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, United States
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - M Hemmer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Mérida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Herrmann
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - J Honermann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - M Horst
- Physik Department, Technische Universität München, Munich, Germany
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, United States
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, United States
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - T J Humanic
- Ohio State University, Columbus, Ohio, United States
| | - H Hushnud
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Hutson
- University of Houston, Houston, Texas, United States
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, United States
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Ivanov
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Izucheev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, California, United States
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, California, United States
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - S Jaelani
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | | | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P G Jones
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kashyap
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Department of Physics, University of California, Berkeley, California, United States
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - K Kimura
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, United States
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, California, United States
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, United States
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - V Kozhuharov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - P G Kuijer
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kumar
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, California, United States
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Legras
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, United States
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, United States
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - M V Makariev
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Malfattore
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Texas, United States
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J L Martinez
- University of Houston, Houston, Texas, United States
| | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - A M Mathis
- Physik Department, Technische Universität München, Munich, Germany
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, United States
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, California, United States
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - A I Nambrath
- Department of Physics, University of California, Berkeley, California, United States
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, United States
| | - M N Naydenov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Romania
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, United States
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Oskarsson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - H Park
- University of Tsukuba, Tsukuba, Japan
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - M Pennisi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - H Pereira Da Costa
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, United States
| | - C Pinto
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, California, United States
| | - M Planinic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - J Porter
- Lawrence Berkeley National Laboratory, California, United States
| | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - K K Pradhan
- Indian Institute of Technology Indore, Indore, India
| | - S K Prasad
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, United States
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Pucillo
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Z Pugelova
- Technical University of Košice, Košice, Slovak Republic
| | - S Qiu
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - R E Quishpe
- University of Houston, Houston, Texas, United States
| | - S Ragoni
- Creighton University, Omaha, Nebraska, United States
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Rasa
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- Indian Institute of Technology Indore, Indore, India
- INFN, Sezione di Bologna, Bologna, Italy
| | - M P Rauch
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - I Ravasenga
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
- University of Tennessee, Knoxville, Tennessee, United States
| | - C Reckziegel
- Universidade Federal do ABC, Santo Andre, Brazil
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - T Richert
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - A A Riedel
- Physik Department, Technische Universität München, Munich, Germany
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - G Romanenko
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - P Roy
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
- University of Houston, Houston, Texas, United States
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadhu
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - S K Saha
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - K Sajdakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - I Sanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - T B Saramela
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, United States
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Gauhati University, Department of Physics, Guwahati, India
| | - V Sarritzu
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, United States
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tübingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tübingen, Germany
| | - N V Schmidt
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, United States
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Schröter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, United States
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - N Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - S Sharma
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, United States
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - J Shin
- Chungbuk National University, Cheongju, Republic of Korea
| | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - R Simeonov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - S Singh
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, United States
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - J Song
- University of Houston, Houston, Texas, United States
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - R Spijkers
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | - P J Steffanic
- University of Tennessee, Knoxville, Tennessee, United States
| | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Sultanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - U Tabassam
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Romania
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - G F Tassielli
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - C Terrevoli
- University of Houston, Houston, Texas, United States
| | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Texas, United States
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A R Timmins
- University of Houston, Houston, Texas, United States
| | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R Tokumoto
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, United States
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | | | - M Vasileiou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S A Voloshin
- Wayne State University, Detroit, Michigan, United States
| | - G Volpe
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - B Wagner
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J R Wright
- The University of Texas at Austin, Texas, United States
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A Yadav
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Yamakawa
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H J C Zanoli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - L Zhang
- Fudan University, Shanghai, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - Z Zhang
- Central China Normal University, Wuhan, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - N Zhigareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | - G Zinovjev
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Liang L, Shao T, Li H, Zhao M, Tang W. Cost-effectiveness and potential budget impact of non-pharmacological interventions for early management in prehypertensive people: an economic evaluation for China. BMC Public Health 2023; 23:1531. [PMID: 37568086 PMCID: PMC10416408 DOI: 10.1186/s12889-023-16458-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Non-pharmacological interventions (NPIs) could be considered in the early management of prehypertensive population. This study aimed to evaluate the potential cost-effectiveness of NPIs and the budget impact of implementing NPIs on prehypertensive population in China and provide evidence of chronic disease management innovation for decision-makers. METHODS Five NPIs including usual care, lifestyle, strengthen exercise, relaxation, and diet therapy were selected based on the practice of hypertension management in China. A nine-state Markov model was constructed to evaluate the lifetime costs and health outcomes of five NPIs and a non-intervention group from the perspective of Chinese healthcare system. The effectiveness of NPIs was obtained from a published study. Parameters including transition probabilities, costs and utilities were extracted or calculated from published literature and open-access databases. Sensitivity analyses were conducted to test the uncertainty of all parameters. The impact of duration of intervention was considered in scenario analyses. A budget impact analysis (BIA) was conducted to evaluate the total cost and the medical cost saving of a hypothetical nationwide implementation of potential cost-effective NPI in prehypertensive people. Management strategies including focusing on patients with specific ages or different CVE risk levels, and different duration of implementation were taken into consideration. RESULTS Strengthen exercise was the most cost-effective intervention with a probability of 78.1% under the given WTP threshold. Our results were sensitive to the cost of interventions, and the utility of prehypertension and hypertension. The duration of implementation had limited impact on the results. BIA results showed that the program cost was hefty and far more than the medical cost saving with the course of simulation time. Applying management strategies which focused on individual characteristics could largely reduce the program cost despite it remained higher than medical cost saving. CONCLUSIONS Strengthen exercise was a potential NPI that can be considered in priority for early management in prehypertensive population. Although early management can acquire medical cost saving, the related program cost can be quite hefty. Precise strategies which may help reduce the cost of early management should be taken into consideration in program design.
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Affiliation(s)
- Leyi Liang
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Taihang Shao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Hao Li
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Mingye Zhao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Wenxi Tang
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China.
- Department of Public Affairs Management, School of International Pharmaceutical Business, Pharmaceutical University, 211198, Nanjing, China.
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Zhao M, Chen GG, Zhang HL, Wu JX, Yang J, Li Y, Zhou LY. [Progresses of serum estrogen in predicting the progression of common paroxysmal vertigo disease in women]. Zhonghua Er Bi Yan Hou Tou Jing Wai Ke Za Zhi 2023; 58:808-811. [PMID: 37599246 DOI: 10.3760/cma.j.cn115330-20221116-00690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Affiliation(s)
- M Zhao
- The First Clinical Medical College of Shanxi Medical University, Taiyuan 030001, China
| | - G G Chen
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - H L Zhang
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - J X Wu
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - J Yang
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Y Li
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - L Y Zhou
- Department of Otolaryngology, Head and Neck Surgery, the First Hospital of Shanxi Medical University, Taiyuan 030001, China
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27
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Ali Y, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Anuj C, Apadula N, Aphecetche L, Appelshäuser H, Arcelli S, Arnaldi R, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Aziz S, Azmi MD, Badalà A, Baek YW, Bai X, Bailhache R, Bailung Y, Bala R, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Baruffaldi F, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellini F, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat IR, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bilandzic A, Biro G, Biswas S, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Bossi H, Botta E, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Buckland MD, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Butt JB, Bylinkin A, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camacho RS, Camerini P, Canedo FDM, Carabas M, Carnesecchi F, Caron R, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho J, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cifarelli L, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Collu A, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Cunqueiro L, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash S, De Caro A, de Cataldo G, De Cilladi L, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Degenhardt HF, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubey AK, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrer MB, Ferrero A, Ferretti A, Feuillard VJG, Figiel J, Filova V, Finogeev D, Fionda FM, Fiorenza G, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Gaardhøje JJ, Gagliardi M, Gago AM, Gal A, Galvan CD, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garibli A, Garner K, Gauger EF, Gautam A, Gay Ducati MB, Germain M, Ghosh SK, Giacalone M, Gianotti P, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorbunov S, Gorgon M, Görlich L, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Greiner L, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Hamagaki H, Hamid M, Han Y, Hannigan R, Haque MR, Harlenderova A, Harris JW, Harton A, Hasenbichler JA, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Herman T, Herrera Corral G, Herrmann F, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hofman B, Hohlweger B, Honermann J, Hong GH, Horak D, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hushnud H, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov V, Izucheev V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaffe L, Jahnke C, Janik MA, Janson T, Jercic M, Jevons O, Jimenez AAP, Jonas F, Jones PG, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kashyap V, Kazantsev A, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim J, Kim M, Kim S, Kim T, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyeva N, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko O, Kovalenko V, Kowalski M, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Krzewicki M, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Lim B, Lim SH, Lindenstruth V, Lindner A, Lippmann C, Liu A, Liu DH, Liu J, Lofnes IM, Loginov V, Loizides C, Loncar P, Lopez JA, Lopez X, López Torres E, Lu P, Luhder JR, Lunardon M, Luparello G, Ma YG, Maevskaya A, Mager M, Mahmoud T, Maire A, Malaev M, Malik NM, Malik QW, Malik SK, Malinina L, Mal'Kevich D, Mallick D, Mallick N, Mandaglio G, Manko V, Manso F, Manzari V, Mao Y, Margagliotti GV, Margotti A, Marín A, Markert C, Marquard M, Martin NA, Martinengo P, Martinez JL, Martínez MI, Martínez García G, Masciocchi S, Masera M, Masoni A, Massacrier L, Mastroserio A, Mathis AM, Matonoha O, Matuoka PFT, Matyja A, Mayer C, Mazuecos AL, Mazzaschi F, Mazzilli M, Mdhluli JE, Mechler AF, Melikyan Y, Menchaca-Rocha A, Meninno E, Menon AS, Meres M, Mhlanga S, Miake Y, Micheletti L, Migliorin LC, Mihaylov DL, Mikhaylov K, Mishra AN, Miśkowiec D, Modak A, Mohanty AP, Mohanty B, Khan MM, Molander MA, Moravcova Z, Mordasini C, Moreira De Godoy DA, Morozov I, Morsch A, Mrnjavac T, Muccifora V, Mudnic E, Muhuri S, Mulligan JD, Mulliri A, Munhoz MG, Munzer RH, Murakami H, Murray S, Musa L, Musinsky J, Myrcha JW, Naik B, Nair R, Nandi BK, Nania R, Nappi E, Nassirpour AF, Nath A, Nattrass C, Neagu A, Negru A, Nellen L, Nesbo SV, Neskovic G, Nesterov D, Nielsen BS, Nielsen EG, Nikolaev S, Nikulin S, Nikulin V, Noferini F, Noh S, Nomokonov P, Norman J, Novitzky N, Nowakowski P, Nyanin A, Nystrand J, Ogino M, Ohlson A, Okorokov VA, Oleniacz J, Oliveira Da Silva AC, Oliver MH, Onnerstad A, Oppedisano C, Ortiz Velasquez A, Oskarsson A, Otwinowski J, Oya M, Oyama K, Pachmayer Y, Padhan S, Pagano D, Paić G, Palasciano A, Panebianco S, Park J, Parkkila JE, Pathak SP, Patra RN, Paul B, Pei H, Peitzmann T, Peng X, Pereira LG, Pereira Da Costa H, Peresunko D, Perez GM, Perrin S, Pestov Y, Petráček V, Petrov V, Petrovici M, Pezzi RP, Piano S, Pikna M, Pillot P, Pinazza O, Pinsky L, Pinto C, Pisano S, Płoskoń M, Planinic M, Pliquett F, Poghosyan MG, Politano S, Poljak N, Pop A, Porteboeuf-Houssais S, Porter J, Pozdniakov V, Prasad SK, Prasad S, Preghenella R, Prino F, Pruneau CA, Pshenichnov I, Puccio M, Qiu S, Quaglia L, Quishpe RE, Ragoni S, Rakotozafindrabe A, Ramello L, Rami F, Ramirez SAR, Rancien TA, Raniwala R, Raniwala S, Räsänen SS, Rath R, Ravasenga I, Read KF, Redelbach AR, Redlich K, Rehman A, Reichelt P, Reidt F, Reme-Ness HA, Rescakova Z, Reygers K, Riabov A, Riabov V, Ricci R, Richert T, Richter M, Riegler W, Riggi F, Ristea C, Rodríguez Cahuantzi M, Røed K, Rogalev R, Rogochaya E, Rogoschinski TS, Rohr D, Röhrich D, Rojas PF, Rojas Torres S, Rokita PS, Ronchetti F, Rosano A, Rosas ED, Rossi A, Roy A, Roy P, Roy S, Rubini N, Rueda OV, Ruggiano D, Rui R, Rumyantsev B, Russek PG, Russo R, Rustamov A, Ryabinkin E, Ryabov Y, Rybicki A, Rytkonen H, Rzesa W, Saarimaki OAM, Sadek R, Sadovsky S, Saetre J, Šafařík K, Saha SK, Saha S, Sahoo B, Sahoo P, Sahoo R, Sahoo S, Sahu D, Sahu PK, Saini J, Sajdakova K, Sakai S, Salvan MP, Sambyal S, Saramela TB, Sarkar D, Sarkar N, Sarma P, Sarritzu V, Sarti VM, Sas MHP, Schambach J, Scheid HS, Schiaua C, Schicker R, Schmah A, Schmidt C, Schmidt HR, Schmidt MO, Schmidt M, Schmidt NV, Schmier AR, Schotter R, Schukraft J, Schwarz K, Schweda K, Scioli G, Scomparin E, Seger JE, Sekiguchi Y, Sekihata D, Selyuzhenkov I, Senyukov S, Seo JJ, Serebryakov D, Šerkšnytė L, Sevcenco A, Shaba TJ, Shabanov A, Shabetai A, Shahoyan R, Shaikh W, Shangaraev A, Sharma A, Sharma D, Sharma H, Sharma M, Sharma N, Sharma S, Sharma U, Shatat A, Sheibani O, Shigaki K, Shimomura M, Shirinkin S, Shou Q, Sibiriak Y, Siddhanta S, Siemiarczuk T, Silva TF, Silvermyr D, Simantathammakul T, Simeonov R, Simonetti G, Singh B, Singh B, Singh R, Singh R, Singh R, Singh VK, Singhal V, Sinha T, Sitar B, Sitta M, Skaali TB, Skorodumovs G, Slupecki M, Smirnov N, Snellings RJM, Solheim EH, Soncco C, Song J, Songmoolnak A, Soramel F, Sorensen S, Spijkers R, Sputowska I, Staa J, Stachel J, Stan I, Steffanic PJ, Stiefelmaier SF, Stocco D, Storehaug I, Storetvedt MM, Stratmann P, Strazzi S, Stylianidis CP, Suaide AAP, Suire C, Sukhanov M, Suljic M, Sumberia V, Sumowidagdo S, Swain S, Szabo A, Szarka I, Tabassam U, Taghavi SF, Taillepied G, Takahashi J, Tambave GJ, Tang S, Tang Z, Tapia Takaki JD, Tapus N, Tarasovicova LA, Tarzila MG, Tauro A, Telesca A, Terlizzi L, Terrevoli C, Tersimonov G, Thakur S, Thomas D, Tieulent R, Tikhonov A, Timmins AR, Tkacik M, Tkacik T, Toia A, Topilskaya N, Toppi M, Torales-Acosta F, Tork T, Torres Ramos AG, Trifiró A, Triolo AS, Tripathy S, Tripathy T, Trogolo S, Trubnikov V, Trzaska WH, Trzcinski TP, Turrisi R, Tveter TS, Ullaland K, Ulukutlu B, Uras A, Urioni M, Usai GL, Vala M, Valle N, Vallero S, van Doremalen LVR, van Leeuwen M, van Veen CA, van Weelden RJG, Vande Vyvre P, Varga D, Varga Z, Varga-Kofarago M, Vasileiou M, Vasiliev A, Vázquez Doce O, Vechernin V, Vercellin E, Vergara Limón S, Vermunt L, Vértesi R, Verweij M, Vickovic L, Vilakazi Z, Villalobos Baillie O, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wagner B, Wang C, Wang D, Weber M, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav AK, Yalcin S, Yamaguchi Y, Yamakawa K, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanoli HJC, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang S, Zhang X, Zhang Y, Zhao M, Zherebchevskii V, Zhi Y, Zhigareva N, Zhou D, Zhou Y, Zhu J, Zhu Y, Zinovjev G, Zurlo N. Measurement of the J/ψ Polarization with Respect to the Event Plane in Pb-Pb Collisions at the LHC. Phys Rev Lett 2023; 131:042303. [PMID: 37566833 DOI: 10.1103/physrevlett.131.042303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 02/09/2023] [Accepted: 03/28/2023] [Indexed: 08/13/2023]
Abstract
We study the polarization of inclusive J/ψ produced in Pb-Pb collisions at sqrt[s_{NN}]=5.02 TeV at the LHC in the dimuon channel, via the measurement of the angular distribution of its decay products. We perform the study in the rapidity region 2.5
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - Y Ali
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - C Anuj
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - N Apadula
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, USA
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Aziz
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - R Bala
- Physics Department, University of Jammu, Jammu, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- Department of Physics, School of Science, National and Kapodistrian University of Athens, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Baruffaldi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, USA
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | | | - F Bellini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Bellwied
- University of Houston, Houston, Texas, USA
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - I R Bhat
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - J T Blair
- The University of Texas at Austin, Austin, Texas, USA
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Bossi
- Yale University, New Haven, Connecticut, USA
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G E Bruno
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M D Buckland
- University of Liverpool, Liverpool, United Kingdom
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - J B Butt
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Bylinkin
- University of Kansas, Lawrence, Kansas, USA
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - H Caines
- Yale University, New Haven, Connecticut, USA
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - R S Camacho
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Romania
| | - F Carnesecchi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Caron
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - J Castillo Castellanos
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - F Catalano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
| | - C Cheshkov
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | - B Cheynis
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - J Cho
- Inha University, Incheon, Republic of Korea
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Cifarelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - A Collu
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M L Coquet
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - L Cunqueiro
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - A De Caro
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - L De Cilladi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | | | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, USA
| | - D Di Bari
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, USA
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A K Dubey
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Figiel
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F M Fionda
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - G Fiorenza
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - F Flor
- University of Houston, Houston, Texas, USA
| | - A N Flores
- The University of Texas at Austin, Austin, Texas, USA
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - A Gal
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | - P Ganoti
- Department of Physics, School of Science, National and Kapodistrian University of Athens, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | | | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Garibli
- National Nuclear Research Center, Baku, Azerbaijan
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - E F Gauger
- The University of Texas at Austin, Austin, Texas, USA
| | - A Gautam
- University of Kansas, Lawrence, Kansas, USA
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S K Ghosh
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - P Gianotti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, USA
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, USA
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S Gorbunov
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - L Görlich
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - L Greiner
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Austin, Texas, USA
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - A Harlenderova
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J W Harris
- Yale University, New Haven, Connecticut, USA
| | - A Harton
- Chicago State University, Chicago, Illinois, USA
| | - J A Hasenbichler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, USA
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Mérida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - J Honermann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - D Horak
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, USA
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, USA
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | | | - H Hushnud
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Hutson
- University of Houston, Houston, Texas, USA
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, USA
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Izucheev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - O Jevons
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - P G Jones
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kashyap
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - A Kazantsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, USA
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, USA
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - N Kondratyeva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - O Kovalenko
- National Centre for Nuclear Research, Warsaw, Poland
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Krzewicki
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - P G Kuijer
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, USA
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, USA
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - V Loginov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Austin, Texas, USA
| | - M Marquard
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - N A Martin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - A M Mathis
- Physik Department, Technische Universität München, Munich, Germany
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, USA
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - E Mudnic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - R Nair
- National Centre for Nuclear Research, Warsaw, Poland
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, USA
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Romania
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, USA
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Oskarsson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- University of Jyväskylä, Jyväskylä, Finland
| | - S P Pathak
- University of Houston, Houston, Texas, USA
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - H Pereira Da Costa
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, USA
| | - C Pinto
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Planinic
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics Department, Faculty of Science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - J Porter
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - S K Prasad
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, USA
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Qiu
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - S Ragoni
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - R Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - S Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- Indian Institute of Technology Indore, Indore, India
| | - I Ravasenga
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- University of Tennessee, Knoxville, Tennessee, USA
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P Reichelt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - T Richert
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Riggi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - P Roy
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - S K Saha
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - P Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - K Sajdakova
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - T B Saramela
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, USA
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Department of Physics, Gauhati University, Guwahati, India
| | - V Sarritzu
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, USA
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - N V Schmidt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, USA
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - W Shaikh
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - N Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, USA
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - R Simeonov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - G Simonetti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, USA
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - C Soncco
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - J Song
- University of Houston, Houston, Texas, USA
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - S Sorensen
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Spijkers
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - M M Storetvedt
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - A Szabo
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - U Tabassam
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Romania
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Austin, Texas, USA
| | - R Tieulent
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, USA
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Université de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - S Vallero
- INFN, Sezione di Torino, Turin, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National Institute for Subatomic Physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | | | - M Vasileiou
- Department of Physics, School of Science, National and Kapodistrian University of Athens, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - O Vázquez Doce
- Physik Department, Technische Universität München, Munich, Germany
| | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica "E.R. Caianiello" dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - G Volpe
- Dipartimento Interateneo di Fisica "M. Merlin" and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, Pavol Jozef Šafárik University, Košice, Slovak Republic
| | - B Wagner
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - M Weber
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Départment de Physique Nucléaire (DPhN), Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Saclay, France
| | - J R Wright
- The University of Texas at Austin, Austin, Texas, USA
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Yamakawa
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H J C Zanoli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - N Zhigareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | - G Zinovjev
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Ali Y, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Anuj C, Apadula N, Aphecetche L, Appelshäuser H, Arcelli S, Arnaldi R, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Aziz S, Azmi MD, Badalà A, Baek YW, Bai X, Bailhache R, Bailung Y, Bala R, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Baruffaldi F, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat IR, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bilandzic A, Biro G, Biswas S, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Bossi H, Botta E, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Buckland MD, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Butt JB, Bylinkin A, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camacho RS, Camerini P, Canedo FDM, Carabas M, Carnesecchi F, Caron R, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cifarelli L, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Collu A, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Cunqueiro L, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash S, De Caro A, de Cataldo G, De Cilladi L, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Degenhardt HF, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubey AK, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Erokhin A, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrer MB, Ferrero A, Ferretti A, Feuillard VJG, Figiel J, Filova V, Finogeev D, Fiorenza G, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Gaardhøje JJ, Gagliardi M, Gago AM, Gal A, Galvan CD, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garibli A, Garner K, Gauger EF, Gautam A, Gay Ducati MB, Germain M, Ghosh SK, Giacalone M, Gianotti P, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorbunov S, Gorgon M, Görlich L, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Greiner L, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Hamagaki H, Hamid M, Han Y, Hannigan R, Haque MR, Harlenderova A, Harris JW, Harton A, Hasenbichler JA, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Herman T, Herrera Corral G, Herrmann F, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hofman B, Hohlweger B, Honermann J, Hong GH, Horak D, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hushnud H, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov V, Izucheev V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaffe L, Jahnke C, Janik MA, Janson T, Jercic M, Jevons O, Jimenez AAP, Jonas F, Jones PG, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kashyap V, Kazantsev A, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim J, Kim M, Kim S, Kim T, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyeva N, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko O, Kovalenko V, Kowalski M, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Krzewicki M, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kuryakin A, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Lim B, Lim SH, Lindenstruth V, Lindner A, Lippmann C, Liu A, Liu DH, Liu J, Lofnes IM, Loginov V, Loizides C, Loncar P, Lopez JA, Lopez X, López Torres E, Lu P, Luhder JR, Lunardon M, Luparello G, Ma YG, Maevskaya A, Mager M, Mahmoud T, Maire A, Malaev M, Malik NM, Malik QW, Malik SK, Malinina L, Mal'Kevich D, Mallick D, Mallick N, Mandaglio G, Manko V, Manso F, Manzari V, Mao Y, Margagliotti GV, Margotti A, Marín A, Markert C, Marquard M, Martin NA, Martinengo P, Martinez JL, Martínez MI, Martínez García G, Masciocchi S, Masera M, Masoni A, Massacrier L, Mastroserio A, Mathis AM, Matonoha O, Matuoka PFT, Matyja A, Mayer C, Mazuecos AL, Mazzaschi F, Mazzilli M, Mdhluli JE, Mechler AF, Melikyan Y, Menchaca-Rocha A, Meninno E, Menon AS, Meres M, Mhlanga S, Miake Y, Micheletti L, Migliorin LC, Mihaylov DL, Mikhaylov K, Mishra AN, Miśkowiec D, Modak A, Mohanty AP, Mohanty B, Mohisin Khan M, Molander MA, Moravcova Z, Mordasini C, Moreira De Godoy DA, Morozov I, Morsch A, Mrnjavac T, Muccifora V, Mudnic E, Muhuri S, Mulligan JD, Mulliri A, Munhoz MG, Munzer RH, Murakami H, Murray S, Musa L, Musinsky J, Myrcha JW, Naik B, Nair R, Nandi BK, Nania R, Nappi E, Nassirpour AF, Nath A, Nattrass C, Nayak TK, Neagu A, Negru A, Nellen L, Nesbo SV, Neskovic G, Nesterov D, Nielsen BS, Nielsen EG, Nikolaev S, Nikulin S, Nikulin V, Noferini F, Noh S, Nomokonov P, Norman J, Novitzky N, Nowakowski P, Nyanin A, Nystrand J, Ogino M, Ohlson A, Okorokov VA, Oleniacz J, Oliveira Da Silva AC, Oliver MH, Onnerstad A, Oppedisano C, Ortiz Velasquez A, Oskarsson A, Otwinowski J, Oya M, Oyama K, Pachmayer Y, Padhan S, Pagano D, Paić G, Palasciano A, Panebianco S, Park J, Parkkila JE, Pathak SP, Patra RN, Paul B, Pei H, Peitzmann T, Peng X, Pereira LG, Pereira Da Costa H, Peresunko D, Perez GM, Perrin S, Pestov Y, Petráček V, Petrov V, Petrovici M, Pezzi RP, Piano S, Pikna M, Pillot P, Pinazza O, Pinsky L, Pinto C, Pisano S, Płoskoń M, Planinic M, Pliquett F, Poghosyan MG, Polichtchouk B, Politano S, Poljak N, Pop A, Porteboeuf-Houssais S, Porter J, Pozdniakov V, Prasad SK, Prasad S, Preghenella R, Prino F, Pruneau CA, Pshenichnov I, Puccio M, Qiu S, Quaglia L, Quishpe RE, Ragoni S, Rakotozafindrabe A, Ramello L, Rami F, Ramirez SAR, Rancien TA, Raniwala R, Raniwala S, Räsänen SS, Rath R, Ravasenga I, Read KF, Redelbach AR, Redlich K, Rehman A, Reichelt P, Reidt F, Reme-Ness HA, Rescakova Z, Reygers K, Riabov A, Riabov V, Ricci R, Richert T, Richter M, Riegler W, Riggi F, Ristea C, Rodríguez Cahuantzi M, Røed K, Rogalev R, Rogochaya E, Rogoschinski TS, Rohr D, Röhrich D, Rojas PF, Rojas Torres S, Rokita PS, Ronchetti F, Rosano A, Rosas ED, Rossi A, Roy A, Roy P, Roy S, Rubini N, Rueda OV, Ruggiano D, Rui R, Rumyantsev B, Russek PG, Russo R, Rustamov A, Ryabinkin E, Ryabov Y, Rybicki A, Rytkonen H, Rzesa W, Saarimaki OAM, Sadek R, Sadovsky S, Saetre J, Šafařík K, Saha SK, Saha S, Sahoo B, Sahoo P, Sahoo R, Sahoo S, Sahu D, Sahu PK, Saini J, Sakai S, Salvan MP, Sambyal S, Saramela TB, Sarkar D, Sarkar N, Sarma P, Sarti VM, Sas MHP, Schambach J, Scheid HS, Schiaua C, Schicker R, Schmah A, Schmidt C, Schmidt HR, Schmidt MO, Schmidt M, Schmidt NV, Schmier AR, Schotter R, Schukraft J, Schwarz K, Schweda K, Scioli G, Scomparin E, Seger JE, Sekiguchi Y, Sekihata D, Selyuzhenkov I, Senyukov S, Seo JJ, Serebryakov D, Šerkšnytė L, Sevcenco A, Shaba TJ, Shabanov A, Shabetai A, Shahoyan R, Shaikh W, Shangaraev A, Sharma A, Sharma D, Sharma H, Sharma M, Sharma N, Sharma S, Sharma U, Shatat A, Sheibani O, Shigaki K, Shimomura M, Shirinkin S, Shou Q, Sibiriak Y, Siddhanta S, Siemiarczuk T, Silva TF, Silvermyr D, Simantathammakul T, Simonetti G, Singh B, Singh B, Singh R, Singh R, Singh R, Singh VK, Singhal V, Sinha T, Sitar B, Sitta M, Skaali TB, Skorodumovs G, Slupecki M, Smirnov N, Snellings RJM, Solheim EH, Soncco C, Song J, Songmoolnak A, Soramel F, Sorensen S, Spijkers R, Sputowska I, Staa J, Stachel J, Stan I, Steffanic PJ, Stiefelmaier SF, Stocco D, Storehaug I, Storetvedt MM, Stratmann P, Strazzi S, Stylianidis CP, Suaide AAP, Suire C, Sukhanov M, Suljic M, Sumberia V, Sumowidagdo S, Swain S, Szabo A, Szarka I, Tabassam U, Taghavi SF, Taillepied G, Takahashi J, Tambave GJ, Tang S, Tang Z, Tapia Takaki JD, Tapus N, Tarasovicova LA, Tarzila MG, Tauro A, Tejeda Muñoz G, Telesca A, Terlizzi L, Terrevoli C, Tersimonov G, Thakur S, Thomas D, Tieulent R, Tikhonov A, Timmins AR, Tkacik M, Tkacik T, Toia A, Topilskaya N, Toppi M, Torales-Acosta F, Tork T, Torres Ramos AG, Trifiró A, Triolo AS, Tripathy S, Tripathy T, Trogolo S, Trubnikov V, Trzaska WH, Trzcinski TP, Tumkin A, Turrisi R, Tveter TS, Ullaland K, Ulukutlu B, Uras A, Urioni M, Usai GL, Vala M, Valle N, Vallero S, van Doremalen LVR, van Leeuwen M, van Veen CA, van Weelden RJG, Vande Vyvre P, Varga D, Varga Z, Varga-Kofarago M, Vasileiou M, Vasiliev A, Vázquez Doce O, Vechernin V, Vercellin E, Vergara Limón S, Vermunt L, Vértesi R, Verweij M, Vickovic L, Vilakazi Z, Villalobos Baillie O, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wagner B, Wang C, Wang D, Weber M, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav AK, Yalcin S, Yamaguchi Y, Yamakawa K, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanoli HJC, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang S, Zhang X, Zhang Y, Zhao M, Zherebchevskii V, Zhi Y, Zhigareva N, Zhou D, Zhou Y, Zhu J, Zhu Y, Zinovjev G, Zurlo N. First Measurement of Antideuteron Number Fluctuations at Energies Available at the Large Hadron Collider. Phys Rev Lett 2023; 131:041901. [PMID: 37566856 DOI: 10.1103/physrevlett.131.041901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/01/2022] [Accepted: 09/15/2022] [Indexed: 08/13/2023]
Abstract
The first measurement of event-by-event antideuteron number fluctuations in high energy heavy-ion collisions is presented. The measurements are carried out at midrapidity (|η|<0.8) as a function of collision centrality in Pb-Pb collisions at sqrt[s_{NN}]=5.02 TeV using the ALICE detector. A significant negative correlation between the produced antiprotons and antideuterons is observed in all collision centralities. The results are compared with a state-of-the-art coalescence calculation. While it describes the ratio of higher order cumulants of the antideuteron multiplicity distribution, it fails to describe quantitatively the magnitude of the correlation between antiproton and antideuteron production. On the other hand, thermal-statistical model calculations describe all the measured observables within uncertainties only for correlation volumes that are different with respect to those describing proton yields and a similar measurement of net-proton number fluctuations.
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - Y Ali
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - C Anuj
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - N Apadula
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, USA
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Aziz
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - R Bala
- Physics Department, University of Jammu, Jammu, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Baruffaldi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, USA
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | | | - R Bellwied
- University of Houston, Houston, Texas, USA
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - I R Bhat
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - J T Blair
- The University of Texas at Austin, Austin, Texas, USA
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Bossi
- Yale University, New Haven, Connecticut, USA
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G E Bruno
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M D Buckland
- University of Liverpool, Liverpool, United Kingdom
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - J B Butt
- COMSATS University Islamabad, Islamabad, Pakistan
| | - A Bylinkin
- University of Kansas, Lawrence, Kansas, USA
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - H Caines
- Yale University, New Haven, Connecticut, USA
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - R S Camacho
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Roma
| | - F Carnesecchi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Caron
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J Castillo Castellanos
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - F Catalano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
| | - C Cheshkov
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - B Cheynis
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Cifarelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - A Collu
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M L Coquet
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - L Cunqueiro
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - A De Caro
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - L De Cilladi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | | | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, USA
| | - D Di Bari
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, USA
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A K Dubey
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A Erokhin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Figiel
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Fiorenza
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - F Flor
- University of Houston, Houston, Texas, USA
| | - A N Flores
- The University of Texas at Austin, Austin, Texas, USA
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - A Gal
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacan, Mexico
| | - P Ganoti
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | | | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Garibli
- National Nuclear Research Center, Baku, Azerbaijan
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - E F Gauger
- The University of Texas at Austin, Austin, Texas, USA
| | - A Gautam
- University of Kansas, Lawrence, Kansas, USA
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S K Ghosh
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - P Gianotti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, USA
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, USA
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S Gorbunov
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - L Görlich
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - L Greiner
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- INFN, Sezione di Torino, Turin, Italy
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Austin, Texas, USA
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - A Harlenderova
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J W Harris
- Yale University, New Haven, Connecticut, USA
| | - A Harton
- Chicago State University, Chicago, Illinois, USA
| | - J A Hasenbichler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, USA
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Mérida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - J Honermann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - D Horak
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, USA
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, USA
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | | | - H Hushnud
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Hutson
- University of Houston, Houston, Texas, USA
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, USA
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Izucheev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - O Jevons
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - P G Jones
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kashyap
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - A Kazantsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, USA
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, USA
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - N Kondratyeva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - O Kovalenko
- National Centre for Nuclear Research, Warsaw, Poland
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Krzewicki
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - P G Kuijer
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kuryakin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, USA
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, USA
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - V Loginov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Austin, Texas, USA
| | - M Marquard
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - N A Martin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - A M Mathis
- Physik Department, Technische Universität München, Munich, Germany
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, USA
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - E Mudnic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - R Nair
- National Centre for Nuclear Research, Warsaw, Poland
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, USA
| | - T K Nayak
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Roma
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, USA
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Oskarsson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- University of Jyväskylä, Jyväskylä, Finland
| | - S P Pathak
- University of Houston, Houston, Texas, USA
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - H Pereira Da Costa
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, USA
| | - C Pinto
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - M Planinic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - B Polichtchouk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - J Porter
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - S K Prasad
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, USA
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Qiu
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - S Ragoni
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - R Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - S Raniwala
- Physics Department, University of Rajasthan, Jaipur, India
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- Indian Institute of Technology Indore, Indore, India
| | - I Ravasenga
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- University of Tennessee, Knoxville, Tennessee, USA
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P Reichelt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - T Richert
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Riggi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - P Roy
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - S K Saha
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - P Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - T B Saramela
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, USA
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Gauhati University, Department of Physics, Guwahati, India
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, USA
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - N V Schmidt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, USA
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - W Shaikh
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - N Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, USA
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - G Simonetti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, USA
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - C Soncco
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - J Song
- University of Houston, Houston, Texas, USA
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - S Sorensen
- University of Tennessee, Knoxville, Tennessee, USA
| | - R Spijkers
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - M M Storetvedt
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), Sao Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - A Szabo
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - U Tabassam
- COMSATS University Islamabad, Islamabad, Pakistan
| | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Roma
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Tejeda Muñoz
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | | | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Austin, Texas, USA
| | - R Tieulent
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, USA
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - A Tumkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - S Vallero
- INFN, Sezione di Torino, Turin, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | | | - M Vasileiou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - O Vázquez Doce
- Physik Department, Technische Universität München, Munich, Germany
| | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - G Volpe
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - B Wagner
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - M Weber
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Münster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J R Wright
- The University of Texas at Austin, Austin, Texas, USA
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Yamakawa
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H J C Zanoli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - N Zhigareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | - G Zinovjev
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Acharya S, Adamová D, Adler A, Aglieri Rinella G, Agnello M, Agrawal N, Ahammed Z, Ahmad S, Ahn SU, Ahuja I, Akindinov A, Al-Turany M, Aleksandrov D, Alessandro B, Alfanda HM, Alfaro Molina R, Ali B, Alici A, Alizadehvandchali N, Alkin A, Alme J, Alocco G, Alt T, Altsybeev I, Anaam MN, Andrei C, Andronic A, Anguelov V, Antinori F, Antonioli P, Apadula N, Aphecetche L, Appelshäuser H, Arata C, Arcelli S, Aresti M, Arnaldi R, Arneiro JGMCA, Arsene IC, Arslandok M, Augustinus A, Averbeck R, Azmi MD, Badalà A, Bae J, Baek YW, Bai X, Bailhache R, Bailung Y, Balbino A, Baldisseri A, Balis B, Banerjee D, Banoo Z, Barbera R, Barile F, Barioglio L, Barlou M, Barnaföldi GG, Barnby LS, Barret V, Barreto L, Bartels C, Barth K, Bartsch E, Bastid N, Basu S, Batigne G, Battistini D, Batyunya B, Bauri D, Bazo Alba JL, Bearden IG, Beattie C, Becht P, Behera D, Belikov I, Bell Hechavarria ADC, Bellini F, Bellwied R, Belokurova S, Belyaev V, Bencedi G, Beole S, Bercuci A, Berdnikov Y, Berdnikova A, Bergmann L, Besoiu MG, Betev L, Bhaduri PP, Bhasin A, Bhat MA, Bhattacharjee B, Bianchi L, Bianchi N, Bielčík J, Bielčíková J, Biernat J, Bigot AP, Bilandzic A, Biro G, Biswas S, Bize N, Blair JT, Blau D, Blidaru MB, Bluhme N, Blume C, Boca G, Bock F, Bodova T, Bogdanov A, Boi S, Bok J, Boldizsár L, Bolozdynya A, Bombara M, Bond PM, Bonomi G, Borel H, Borissov A, Borquez Carcamo AG, Bossi H, Botta E, Bouziani YEM, Bratrud L, Braun-Munzinger P, Bregant M, Broz M, Bruno GE, Buckland MD, Budnikov D, Buesching H, Bufalino S, Bugnon O, Buhler P, Buthelezi Z, Bysiak SA, Cai M, Caines H, Caliva A, Calvo Villar E, Camacho JMM, Camerini P, Canedo FDM, Carabas M, Carballo AA, Carnesecchi F, Caron R, Carvalho LAD, Castillo Castellanos J, Catalano F, Ceballos Sanchez C, Chakaberia I, Chakraborty P, Chandra S, Chapeland S, Chartier M, Chattopadhyay S, Chattopadhyay S, Chavez TG, Cheng T, Cheshkov C, Cheynis B, Chibante Barroso V, Chinellato DD, Chizzali ES, Cho J, Cho S, Chochula P, Christakoglou P, Christensen CH, Christiansen P, Chujo T, Ciacco M, Cicalo C, Cindolo F, Ciupek MR, Clai G, Colamaria F, Colburn JS, Colella D, Colocci M, Concas M, Conesa Balbastre G, Conesa Del Valle Z, Contin G, Contreras JG, Coquet ML, Cormier TM, Cortese P, Cosentino MR, Costa F, Costanza S, Cot C, Crkovská J, Crochet P, Cruz-Torres R, Cuautle E, Cui P, Dainese A, Danisch MC, Danu A, Das P, Das P, Das S, Dash AR, Dash S, David RMH, De Caro A, de Cataldo G, de Cuveland J, De Falco A, De Gruttola D, De Marco N, De Martin C, De Pasquale S, Deb S, Debski RJ, Deja KR, Del Grande R, Dello Stritto L, Deng W, Dhankher P, Di Bari D, Di Mauro A, Diaz RA, Dietel T, Ding Y, Divià R, Dixit DU, Djuvsland Ø, Dmitrieva U, Dobrin A, Dönigus B, Dubinski JM, Dubla A, Dudi S, Dupieux P, Durkac M, Dzalaiova N, Eder TM, Ehlers RJ, Eikeland VN, Eisenhut F, Elia D, Erazmus B, Ercolessi F, Erhardt F, Ersdal MR, Espagnon B, Eulisse G, Evans D, Evdokimov S, Fabbietti L, Faggin M, Faivre J, Fan F, Fan W, Fantoni A, Fasel M, Fecchio P, Feliciello A, Feofilov G, Fernández Téllez A, Ferrandi L, Ferrer MB, Ferrero A, Ferrero C, Ferretti A, Feuillard VJG, Filova V, Finogeev D, Fionda FM, Flor F, Flores AN, Foertsch S, Fokin I, Fokin S, Fragiacomo E, Frajna E, Fuchs U, Funicello N, Furget C, Furs A, Fusayasu T, Gaardhøje JJ, Gagliardi M, Gago AM, Galvan CD, Gangadharan DR, Ganoti P, Garabatos C, Garcia JRA, Garcia-Solis E, Garg K, Gargiulo C, Garner K, Gasik P, Gautam A, Gay Ducati MB, Germain M, Ghimouz A, Ghosh C, Giacalone M, Giubellino P, Giubilato P, Glaenzer AMC, Glässel P, Glimos E, Goh DJQ, Gonzalez V, González-Trueba LH, Gorgon M, Gotovac S, Grabski V, Graczykowski LK, Grecka E, Grelli A, Grigoras C, Grigoriev V, Grigoryan S, Grosa F, Grosse-Oetringhaus JF, Grosso R, Grund D, Guardiano GG, Guernane R, Guilbaud M, Gulbrandsen K, Gundem T, Gunji T, Guo W, Gupta A, Gupta R, Guzman SP, Gyulai L, Habib MK, Hadjidakis C, Haider FU, Hamagaki H, Hamdi A, Hamid M, Han Y, Hannigan R, Haque MR, Harris JW, Harton A, Hassan H, Hatzifotiadou D, Hauer P, Havener LB, Heckel ST, Hellbär E, Helstrup H, Hemmer M, Herman T, Herrera Corral G, Herrmann F, Herrmann S, Hetland KF, Heybeck B, Hillemanns H, Hills C, Hippolyte B, Hoffmann FW, Hofman B, Hohlweger B, Hong GH, Horst M, Horzyk A, Hosokawa R, Hou Y, Hristov P, Hughes C, Huhn P, Huhta LM, Hulse CV, Humanic TJ, Hutson A, Hutter D, Iddon JP, Ilkaev R, Ilyas H, Inaba M, Innocenti GM, Ippolitov M, Isakov A, Isidori T, Islam MS, Ivanov M, Ivanov M, Ivanov V, Jablonski M, Jacak B, Jacazio N, Jacobs PM, Jadlovska S, Jadlovsky J, Jaelani S, Jaffe L, Jahnke C, Jakubowska MJ, Janik MA, Janson T, Jercic M, Jia S, Jimenez AAP, Jonas F, Jowett JM, Jung J, Jung M, Junique A, Jusko A, Kabus MJ, Kaewjai J, Kalinak P, Kalteyer AS, Kalweit A, Kaplin V, Karasu Uysal A, Karatovic D, Karavichev O, Karavicheva T, Karczmarczyk P, Karpechev E, Kebschull U, Keidel R, Keijdener DLD, Keil M, Ketzer B, Khan AM, Khan S, Khanzadeev A, Kharlov Y, Khatun A, Khuntia A, Kidson MB, Kileng B, Kim B, Kim C, Kim DJ, Kim EJ, Kim J, Kim JS, Kim J, Kim M, Kim S, Kim T, Kimura K, Kirsch S, Kisel I, Kiselev S, Kisiel A, Kitowski JP, Klay JL, Klein J, Klein S, Klein-Bösing C, Kleiner M, Klemenz T, Kluge A, Knospe AG, Kobdaj C, Kollegger T, Kondratyev A, Kondratyeva N, Kondratyuk E, Konig J, Konigstorfer SA, Konopka PJ, Kornakov G, Koryciak SD, Kotliarov A, Kovalenko V, Kowalski M, Kozhuharov V, Králik I, Kravčáková A, Kreis L, Krivda M, Krizek F, Krizkova Gajdosova K, Kroesen M, Krüger M, Krupova DM, Kryshen E, Kučera V, Kuhn C, Kuijer PG, Kumaoka T, Kumar D, Kumar L, Kumar N, Kumar S, Kundu S, Kurashvili P, Kurepin A, Kurepin AB, Kuryakin A, Kushpil S, Kvapil J, Kweon MJ, Kwon JY, Kwon Y, La Pointe SL, La Rocca P, Lai YS, Lakrathok A, Lamanna M, Langoy R, Larionov P, Laudi E, Lautner L, Lavicka R, Lazareva T, Lea R, Lee H, Legras G, Lehrbach J, Lemmon RC, León Monzón I, Lesch MM, Lesser ED, Lettrich M, Lévai P, Li X, Li XL, Lien J, Lietava R, Likmeta I, Lim B, 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Baillie O, Villani A, Vino G, Vinogradov A, Virgili T, Vislavicius V, Vodopyanov A, Volkel B, Völkl MA, Voloshin K, Voloshin SA, Volpe G, von Haller B, Vorobyev I, Vozniuk N, Vrláková J, Wang C, Wang D, Wang Y, Wegrzynek A, Weiglhofer FT, Wenzel SC, Wessels JP, Weyhmiller SL, Wiechula J, Wikne J, Wilk G, Wilkinson J, Willems GA, Windelband B, Winn M, Wright JR, Wu W, Wu Y, Xu R, Yadav A, Yadav AK, Yalcin S, Yamaguchi Y, Yang S, Yano S, Yin Z, Yoo IK, Yoon JH, Yuan S, Yuncu A, Zaccolo V, Zampolli C, Zanone F, Zardoshti N, Zarochentsev A, Závada P, Zaviyalov N, Zhalov M, Zhang B, Zhang L, Zhang S, Zhang X, Zhang Y, Zhang Z, Zhao M, Zherebchevskii V, Zhi Y, Zhou D, Zhou Y, Zhu J, Zhu Y, Zugravel SC, Zurlo N. Enhanced Deuteron Coalescence Probability in Jets. Phys Rev Lett 2023; 131:042301. [PMID: 37566840 DOI: 10.1103/physrevlett.131.042301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/07/2023] [Accepted: 06/05/2023] [Indexed: 08/13/2023]
Abstract
The transverse-momentum (p_{T}) spectra and coalescence parameters B_{2} of (anti)deuterons are measured in p-p collisions at sqrt[s]=13 TeV for the first time in and out of jets. In this measurement, the direction of the leading particle with the highest p_{T} in the event (p_{T}^{lead}>5 GeV/c) is used as an approximation for the jet axis. The event is consequently divided into three azimuthal regions, and the jet signal is obtained as the difference between the toward region, that contains jet fragmentation products in addition to the underlying event (UE), and the transverse region, which is dominated by the UE. The coalescence parameter in the jet is found to be approximately a factor of 10 larger than that in the underlying event. This experimental observation is consistent with the coalescence picture and can be attributed to the smaller average phase-space distance between nucleons in the jet cone as compared with the underlying event. The results presented in this Letter are compared to predictions from a simple nucleon coalescence model, where the phase-space distributions of nucleons are generated using pythia8 with the Monash 2013 tuning, and to predictions from a deuteron production model based on ordinary nuclear reactions with parametrized energy-dependent cross sections tuned on data. The latter model is implemented in pythia8.3. Both models reproduce the observed large difference between in-jet and out-of-jet coalescence parameters, although the almost flat trend of the B_{2}^{Jet} is not reproduced by the models, which instead give a decreasing trend.
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Affiliation(s)
- S Acharya
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - D Adamová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Adler
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - G Aglieri Rinella
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Agnello
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Agrawal
- INFN, Sezione di Bologna, Bologna, Italy
| | - Z Ahammed
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Ahmad
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - S U Ahn
- Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
| | - I Ahuja
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - A Akindinov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Al-Turany
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Aleksandrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - H M Alfanda
- Central China Normal University, Wuhan, China
| | - R Alfaro Molina
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - B Ali
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Alici
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - A Alkin
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Alme
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - G Alocco
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - T Alt
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Altsybeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M N Anaam
- Central China Normal University, Wuhan, China
| | - C Andrei
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - A Andronic
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - V Anguelov
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | | | | | - N Apadula
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - L Aphecetche
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - H Appelshäuser
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Arata
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - S Arcelli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - M Aresti
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - R Arnaldi
- INFN, Sezione di Torino, Turin, Italy
| | | | - I C Arsene
- Department of Physics, University of Oslo, Oslo, Norway
| | - M Arslandok
- Yale University, New Haven, Connecticut, United States
| | - A Augustinus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Averbeck
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M D Azmi
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Badalà
- INFN, Sezione di Catania, Catania, Italy
| | - J Bae
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - Y W Baek
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - X Bai
- University of Science and Technology of China, Hefei, China
| | - R Bailhache
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Bailung
- Indian Institute of Technology Indore, Indore, India
| | - A Balbino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - A Baldisseri
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - B Balis
- AGH University of Science and Technology, Cracow, Poland
| | - D Banerjee
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - Z Banoo
- Physics Department, University of Jammu, Jammu, India
| | - R Barbera
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - F Barile
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - L Barioglio
- Physik Department, Technische Universität München, Munich, Germany
| | - M Barlou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | | | - L S Barnby
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | - V Barret
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - L Barreto
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Bartels
- University of Liverpool, Liverpool, United Kingdom
| | - K Barth
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Bartsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - N Bastid
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - S Basu
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - G Batigne
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - D Battistini
- Physik Department, Technische Universität München, Munich, Germany
| | - B Batyunya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Bauri
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - J L Bazo Alba
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - I G Bearden
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Beattie
- Yale University, New Haven, Connecticut, United States
| | - P Becht
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Behera
- Indian Institute of Technology Indore, Indore, India
| | - I Belikov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | | | - F Bellini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - R Bellwied
- University of Houston, Houston, Texas, United States
| | - S Belokurova
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Belyaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Bencedi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Beole
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Bercuci
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - Y Berdnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Berdnikova
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - L Bergmann
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M G Besoiu
- Institute of Space Science (ISS), Bucharest, Romania
| | - L Betev
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P P Bhaduri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - A Bhasin
- Physics Department, University of Jammu, Jammu, India
| | - M A Bhat
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | | | - L Bianchi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - N Bianchi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - J Bielčík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - J Bielčíková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Biernat
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A P Bigot
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Bilandzic
- Physik Department, Technische Universität München, Munich, Germany
| | - G Biro
- Wigner Research Centre for Physics, Budapest, Hungary
| | - S Biswas
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - N Bize
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - J T Blair
- The University of Texas at Austin, Texas, United States
| | - D Blau
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M B Blidaru
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - N Bluhme
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Blume
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - G Boca
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - F Bock
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - T Bodova
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Bogdanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Boi
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - J Bok
- Inha University, Incheon, Republic of Korea
| | - L Boldizsár
- Wigner Research Centre for Physics, Budapest, Hungary
| | - A Bolozdynya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Bombara
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - P M Bond
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Bonomi
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Borel
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - A Borissov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A G Borquez Carcamo
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - H Bossi
- Yale University, New Haven, Connecticut, United States
| | - E Botta
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Y E M Bouziani
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L Bratrud
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P Braun-Munzinger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Bregant
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Broz
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G E Bruno
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M D Buckland
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - D Budnikov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Buesching
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Bufalino
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - O Bugnon
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - P Buhler
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - Z Buthelezi
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of the Witwatersrand, Johannesburg, South Africa
| | - S A Bysiak
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Cai
- Central China Normal University, Wuhan, China
| | - H Caines
- Yale University, New Haven, Connecticut, United States
| | - A Caliva
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - E Calvo Villar
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | | | - P Camerini
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - F D M Canedo
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M Carabas
- University Politehnica of Bucharest, Bucharest, Romania
| | - A A Carballo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Carnesecchi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Caron
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - J Castillo Castellanos
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - F Catalano
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Ceballos Sanchez
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - P Chakraborty
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Chandra
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chapeland
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Chartier
- University of Liverpool, Liverpool, United Kingdom
| | - S Chattopadhyay
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Chattopadhyay
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - T G Chavez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T Cheng
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Cheshkov
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - B Cheynis
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | | | - D D Chinellato
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - E S Chizzali
- Physik Department, Technische Universität München, Munich, Germany
| | - J Cho
- Inha University, Incheon, Republic of Korea
| | - S Cho
- Inha University, Incheon, Republic of Korea
| | - P Chochula
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Christakoglou
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C H Christensen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - P Christiansen
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - T Chujo
- University of Tsukuba, Tsukuba, Japan
| | - M Ciacco
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - C Cicalo
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Cindolo
- INFN, Sezione di Bologna, Bologna, Italy
| | - M R Ciupek
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Clai
- INFN, Sezione di Bologna, Bologna, Italy
| | | | - J S Colburn
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - D Colella
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
- Politecnico di Bari and Sezione INFN, Bari, Italy
| | - M Colocci
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Concas
- INFN, Sezione di Torino, Turin, Italy
| | - G Conesa Balbastre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - Z Conesa Del Valle
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Contin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - J G Contreras
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - M L Coquet
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - T M Cormier
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P Cortese
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | | | - F Costa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Costanza
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
- INFN, Sezione di Pavia, Pavia, Italy
| | - C Cot
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - J Crkovská
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - P Crochet
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - R Cruz-Torres
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - E Cuautle
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - P Cui
- Central China Normal University, Wuhan, China
| | - A Dainese
- INFN, Sezione di Padova, Padova, Italy
| | - M C Danisch
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Danu
- Institute of Space Science (ISS), Bucharest, Romania
| | - P Das
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - P Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Das
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A R Dash
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Dash
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R M H David
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - A De Caro
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - J de Cuveland
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A De Falco
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - D De Gruttola
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | | | - C De Martin
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - S De Pasquale
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - S Deb
- Indian Institute of Technology Indore, Indore, India
| | - R J Debski
- AGH University of Science and Technology, Cracow, Poland
| | - K R Deja
- Warsaw University of Technology, Warsaw, Poland
| | - R Del Grande
- Physik Department, Technische Universität München, Munich, Germany
| | - L Dello Stritto
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - W Deng
- Central China Normal University, Wuhan, China
| | - P Dhankher
- Department of Physics, University of California, Berkeley, California, United States
| | - D Di Bari
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Di Mauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R A Diaz
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T Dietel
- University of Cape Town, Cape Town, South Africa
| | - Y Ding
- Central China Normal University, Wuhan, China
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - R Divià
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D U Dixit
- Department of Physics, University of California, Berkeley, California, United States
| | - Ø Djuvsland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - U Dmitrieva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Dobrin
- Institute of Space Science (ISS), Bucharest, Romania
| | - B Dönigus
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - A Dubla
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Dudi
- Physics Department, Panjab University, Chandigarh, India
| | - P Dupieux
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - M Durkac
- Technical University of Košice, Košice, Slovak Republic
| | - N Dzalaiova
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - T M Eder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - R J Ehlers
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - V N Eikeland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Eisenhut
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Elia
- INFN, Sezione di Bari, Bari, Italy
| | - B Erazmus
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - F Ercolessi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - F Erhardt
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - M R Ersdal
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Espagnon
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - G Eulisse
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Evans
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - S Evdokimov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Fabbietti
- Physik Department, Technische Universität München, Munich, Germany
| | - M Faggin
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - J Faivre
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - F Fan
- Central China Normal University, Wuhan, China
| | - W Fan
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - A Fantoni
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Fasel
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - P Fecchio
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | | | - G Feofilov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Fernández Téllez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Ferrandi
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - M B Ferrer
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Ferrero
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - C Ferrero
- INFN, Sezione di Torino, Turin, Italy
| | - A Ferretti
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - V J G Feuillard
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Filova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - D Finogeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F M Fionda
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - F Flor
- University of Houston, Houston, Texas, United States
| | - A N Flores
- The University of Texas at Austin, Texas, United States
| | - S Foertsch
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - I Fokin
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Fokin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Frajna
- Wigner Research Centre for Physics, Budapest, Hungary
| | - U Fuchs
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - N Funicello
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - C Furget
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - A Furs
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - J J Gaardhøje
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - M Gagliardi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A M Gago
- Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
| | - C D Galvan
- Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | | | - P Ganoti
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - C Garabatos
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J R A Garcia
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - E Garcia-Solis
- Chicago State University, Chicago, Illinois, United States
| | - K Garg
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - C Gargiulo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Garner
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - P Gasik
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Gautam
- University of Kansas, Lawrence, Kansas, United States
| | - M B Gay Ducati
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - M Germain
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - A Ghimouz
- University of Tsukuba, Tsukuba, Japan
| | - C Ghosh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - M Giacalone
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
- INFN, Sezione di Bologna, Bologna, Italy
| | - P Giubellino
- INFN, Sezione di Torino, Turin, Italy
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - P Giubilato
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - A M C Glaenzer
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - P Glässel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - E Glimos
- University of Tennessee, Knoxville, Tennessee, United States
| | - D J Q Goh
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - V Gonzalez
- Wayne State University, Detroit, Michigan, United States
| | - L H González-Trueba
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - M Gorgon
- AGH University of Science and Technology, Cracow, Poland
| | - S Gotovac
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - V Grabski
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - E Grecka
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - A Grelli
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - C Grigoras
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Grigoriev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Grigoryan
- A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Grosa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | | | - R Grosso
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - D Grund
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G G Guardiano
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - R Guernane
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Guilbaud
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - K Gulbrandsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - T Gundem
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Gunji
- University of Tokyo, Tokyo, Japan
| | - W Guo
- Central China Normal University, Wuhan, China
| | - A Gupta
- Physics Department, University of Jammu, Jammu, India
| | - R Gupta
- Physics Department, University of Jammu, Jammu, India
| | - S P Guzman
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Gyulai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M K Habib
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Hadjidakis
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - F U Haider
- Physics Department, University of Jammu, Jammu, India
| | - H Hamagaki
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Hamdi
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - M Hamid
- Central China Normal University, Wuhan, China
| | - Y Han
- Yonsei University, Seoul, Republic of Korea
| | - R Hannigan
- The University of Texas at Austin, Texas, United States
| | - M R Haque
- Warsaw University of Technology, Warsaw, Poland
| | - J W Harris
- Yale University, New Haven, Connecticut, United States
| | - A Harton
- Chicago State University, Chicago, Illinois, United States
| | - H Hassan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | | | - P Hauer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - L B Havener
- Yale University, New Haven, Connecticut, United States
| | - S T Heckel
- Physik Department, Technische Universität München, Munich, Germany
| | - E Hellbär
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H Helstrup
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - M Hemmer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Herman
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - G Herrera Corral
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Mérida, Mexico
| | - F Herrmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Herrmann
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - K F Hetland
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Heybeck
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - H Hillemanns
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hills
- University of Liverpool, Liverpool, United Kingdom
| | - B Hippolyte
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - F W Hoffmann
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - B Hofman
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Hohlweger
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - G H Hong
- Yonsei University, Seoul, Republic of Korea
| | - M Horst
- Physik Department, Technische Universität München, Munich, Germany
| | - A Horzyk
- AGH University of Science and Technology, Cracow, Poland
| | - R Hosokawa
- Creighton University, Omaha, Nebraska, United States
| | - Y Hou
- Central China Normal University, Wuhan, China
| | - P Hristov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Hughes
- University of Tennessee, Knoxville, Tennessee, United States
| | - P Huhn
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - L M Huhta
- University of Jyväskylä, Jyväskylä, Finland
| | - C V Hulse
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - T J Humanic
- Ohio State University, Columbus, Ohio, United States
| | - A Hutson
- University of Houston, Houston, Texas, United States
| | - D Hutter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J P Iddon
- University of Liverpool, Liverpool, United Kingdom
| | - R Ilkaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - H Ilyas
- COMSATS University Islamabad, Islamabad, Pakistan
| | - M Inaba
- University of Tsukuba, Tsukuba, Japan
| | - G M Innocenti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Ippolitov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Isakov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - T Isidori
- University of Kansas, Lawrence, Kansas, United States
| | - M S Islam
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - M Ivanov
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Ivanov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - V Ivanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Jablonski
- AGH University of Science and Technology, Cracow, Poland
| | - B Jacak
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - N Jacazio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P M Jacobs
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - S Jadlovska
- Technical University of Košice, Košice, Slovak Republic
| | - J Jadlovsky
- Technical University of Košice, Košice, Slovak Republic
| | - S Jaelani
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - L Jaffe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Jahnke
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | | | - M A Janik
- Warsaw University of Technology, Warsaw, Poland
| | - T Janson
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - M Jercic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - S Jia
- China Institute of Atomic Energy, Beijing, China
| | - A A P Jimenez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - F Jonas
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - J M Jowett
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M Jung
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Junique
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Jusko
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kabus
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Warsaw University of Technology, Warsaw, Poland
| | - J Kaewjai
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - P Kalinak
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A S Kalteyer
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kalweit
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Kaplin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - D Karatovic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - O Karavichev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Karavicheva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - E Karpechev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - U Kebschull
- Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
| | - R Keidel
- Zentrum für Technologie und Transfer (ZTT), Worms, Germany
| | - D L D Keijdener
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M Keil
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - B Ketzer
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A M Khan
- Central China Normal University, Wuhan, China
| | - S Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - A Khanzadeev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Kharlov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Khatun
- Department of Physics, Aligarh Muslim University, Aligarh, India
- University of Kansas, Lawrence, Kansas, United States
| | - A Khuntia
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M B Kidson
- University of Cape Town, Cape Town, South Africa
| | - B Kileng
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - B Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - C Kim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - D J Kim
- University of Jyväskylä, Jyväskylä, Finland
| | - E J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - J Kim
- Yonsei University, Seoul, Republic of Korea
| | - J S Kim
- Gangneung-Wonju National University, Gangneung, Republic of Korea
| | - J Kim
- Jeonbuk National University, Jeonju, Republic of Korea
| | - M Kim
- Department of Physics, University of California, Berkeley, California, United States
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Kim
- Department of Physics, Sejong University, Seoul, Republic of Korea
| | - T Kim
- Yonsei University, Seoul, Republic of Korea
| | - K Kimura
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Kirsch
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - I Kisel
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S Kiselev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kisiel
- Warsaw University of Technology, Warsaw, Poland
| | - J P Kitowski
- AGH University of Science and Technology, Cracow, Poland
| | - J L Klay
- California Polytechnic State University, San Luis Obispo, California, United States
| | - J Klein
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Klein
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - C Klein-Bösing
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Kleiner
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - T Klemenz
- Physik Department, Technische Universität München, Munich, Germany
| | - A Kluge
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A G Knospe
- University of Houston, Houston, Texas, United States
| | - C Kobdaj
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - T Kollegger
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Kondratyev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - N Kondratyeva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Kondratyuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Konig
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S A Konigstorfer
- Physik Department, Technische Universität München, Munich, Germany
| | - P J Konopka
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Kornakov
- Warsaw University of Technology, Warsaw, Poland
| | - S D Koryciak
- AGH University of Science and Technology, Cracow, Poland
| | - A Kotliarov
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - V Kovalenko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Kowalski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - V Kozhuharov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - I Králik
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - A Kravčáková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - L Kreis
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Krivda
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - F Krizek
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - K Krizkova Gajdosova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - M Kroesen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Krüger
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D M Krupova
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - E Kryshen
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Kučera
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Kuhn
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - P G Kuijer
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - T Kumaoka
- University of Tsukuba, Tsukuba, Japan
| | - D Kumar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - L Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - N Kumar
- Physics Department, Panjab University, Chandigarh, India
| | - S Kumar
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Kundu
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - P Kurashvili
- National Centre for Nuclear Research, Warsaw, Poland
| | - A Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A B Kurepin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Kuryakin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Kushpil
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
| | - J Kvapil
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - M J Kweon
- Inha University, Incheon, Republic of Korea
| | - J Y Kwon
- Inha University, Incheon, Republic of Korea
| | - Y Kwon
- Yonsei University, Seoul, Republic of Korea
| | - S L La Pointe
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - P La Rocca
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - Y S Lai
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - A Lakrathok
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - M Lamanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Langoy
- University of South-Eastern Norway, Kongsberg, Norway
| | - P Larionov
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - E Laudi
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Lautner
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - R Lavicka
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - T Lazareva
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Lea
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - H Lee
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - G Legras
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - J Lehrbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R C Lemmon
- Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
| | | | - M M Lesch
- Physik Department, Technische Universität München, Munich, Germany
| | - E D Lesser
- Department of Physics, University of California, Berkeley, California, United States
| | - M Lettrich
- Physik Department, Technische Universität München, Munich, Germany
| | - P Lévai
- Wigner Research Centre for Physics, Budapest, Hungary
| | - X Li
- China Institute of Atomic Energy, Beijing, China
| | - X L Li
- Central China Normal University, Wuhan, China
| | - J Lien
- University of South-Eastern Norway, Kongsberg, Norway
| | - R Lietava
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - I Likmeta
- University of Houston, Houston, Texas, United States
| | - B Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S H Lim
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - V Lindenstruth
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - A Lindner
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - C Lippmann
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Liu
- Department of Physics, University of California, Berkeley, California, United States
| | - D H Liu
- Central China Normal University, Wuhan, China
| | - J Liu
- University of Liverpool, Liverpool, United Kingdom
| | - I M Lofnes
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - C Loizides
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - S Lokos
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Lomker
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - P Loncar
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - J A Lopez
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - X Lopez
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - E López Torres
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - P Lu
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- University of Science and Technology of China, Hefei, China
| | - J R Luhder
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M Lunardon
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | | | - Y G Ma
- Fudan University, Shanghai, China
| | - A Maevskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Mager
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mahmoud
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A Maire
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - M V Makariev
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - M Malaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G Malfattore
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - N M Malik
- Physics Department, University of Jammu, Jammu, India
| | - Q W Malik
- Department of Physics, University of Oslo, Oslo, Norway
| | - S K Malik
- Physics Department, University of Jammu, Jammu, India
| | - L Malinina
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - D Mal'Kevich
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - D Mallick
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - N Mallick
- Indian Institute of Technology Indore, Indore, India
| | - G Mandaglio
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - V Manko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Manso
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | | | - Y Mao
- Central China Normal University, Wuhan, China
| | - G V Margagliotti
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - A Margotti
- INFN, Sezione di Bologna, Bologna, Italy
| | - A Marín
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - C Markert
- The University of Texas at Austin, Texas, United States
| | - P Martinengo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J L Martinez
- University of Houston, Houston, Texas, United States
| | - M I Martínez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - G Martínez García
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Masciocchi
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - M Masera
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - A Masoni
- INFN, Sezione di Cagliari, Cagliari, Italy
| | - L Massacrier
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A Mastroserio
- INFN, Sezione di Bari, Bari, Italy
- Università degli Studi di Foggia, Foggia, Italy
| | - O Matonoha
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - A Matyja
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - C Mayer
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - A L Mazuecos
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Mazzaschi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - M Mazzilli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J E Mdhluli
- University of the Witwatersrand, Johannesburg, South Africa
| | - A F Mechler
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - Y Melikyan
- Helsinki Institute of Physics (HIP), Helsinki, Finland
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Menchaca-Rocha
- Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - E Meninno
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
- Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
| | - A S Menon
- University of Houston, Houston, Texas, United States
| | - M Meres
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - S Mhlanga
- iThemba LABS, National Research Foundation, Somerset West, South Africa
- University of Cape Town, Cape Town, South Africa
| | - Y Miake
- University of Tsukuba, Tsukuba, Japan
| | | | - L C Migliorin
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - D L Mihaylov
- Physik Department, Technische Universität München, Munich, Germany
| | - K Mikhaylov
- Affiliated with an institute covered by a cooperation agreement with CERN
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - A N Mishra
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Miśkowiec
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Modak
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - A P Mohanty
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - B Mohanty
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - M Mohisin Khan
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - M A Molander
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - Z Moravcova
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - C Mordasini
- Physik Department, Technische Universität München, Munich, Germany
| | - D A Moreira De Godoy
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - I Morozov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Morsch
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - T Mrnjavac
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Muccifora
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Muhuri
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - J D Mulligan
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - A Mulliri
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M G Munhoz
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - R H Munzer
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | | | - S Murray
- University of Cape Town, Cape Town, South Africa
| | - L Musa
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J Musinsky
- Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
| | - J W Myrcha
- Warsaw University of Technology, Warsaw, Poland
| | - B Naik
- University of the Witwatersrand, Johannesburg, South Africa
| | - A I Nambrath
- Department of Physics, University of California, Berkeley, California, United States
| | - B K Nandi
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Nania
- INFN, Sezione di Bologna, Bologna, Italy
| | - E Nappi
- INFN, Sezione di Bari, Bari, Italy
| | - A F Nassirpour
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Nath
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Nattrass
- University of Tennessee, Knoxville, Tennessee, United States
| | - M N Naydenov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - A Neagu
- Department of Physics, University of Oslo, Oslo, Norway
| | - A Negru
- University Politehnica of Bucharest, Bucharest, Romania
| | - L Nellen
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - S V Nesbo
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - G Neskovic
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Nesterov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B S Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - E G Nielsen
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - S Nikolaev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Nikulin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - F Noferini
- INFN, Sezione di Bologna, Bologna, Italy
| | - S Noh
- Chungbuk National University, Cheongju, Republic of Korea
| | - P Nomokonov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - J Norman
- University of Liverpool, Liverpool, United Kingdom
| | | | | | - A Nyanin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Nystrand
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - M Ogino
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - A Ohlson
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - V A Okorokov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Oleniacz
- Warsaw University of Technology, Warsaw, Poland
| | | | - M H Oliver
- Yale University, New Haven, Connecticut, United States
| | | | | | - A Ortiz Velasquez
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - J Otwinowski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Oya
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - K Oyama
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - Y Pachmayer
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - S Padhan
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - D Pagano
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G Paić
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | - S Panebianco
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - H Park
- University of Tsukuba, Tsukuba, Japan
| | - H Park
- Sungkyunkwan University, Suwon City, Republic of Korea
| | - J Park
- Inha University, Incheon, Republic of Korea
| | - J E Parkkila
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R N Patra
- Physics Department, University of Jammu, Jammu, India
| | - B Paul
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - H Pei
- Central China Normal University, Wuhan, China
| | - T Peitzmann
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - X Peng
- Central China Normal University, Wuhan, China
| | - M Pennisi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - L G Pereira
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - D Peresunko
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - G M Perez
- Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
| | - S Perrin
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - Y Pestov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Petráček
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - V Petrov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Petrovici
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R P Pezzi
- Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Piano
- INFN, Sezione di Trieste, Trieste, Italy
| | - M Pikna
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - P Pillot
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - O Pinazza
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- INFN, Sezione di Bologna, Bologna, Italy
| | - L Pinsky
- University of Houston, Houston, Texas, United States
| | - C Pinto
- Physik Department, Technische Universität München, Munich, Germany
| | - S Pisano
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Płoskoń
- Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - M Planinic
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - F Pliquett
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - M G Poghosyan
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - B Polichtchouk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Politano
- Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
| | - N Poljak
- Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
| | - A Pop
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | | | - V Pozdniakov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - K K Pradhan
- Indian Institute of Technology Indore, Indore, India
| | - S K Prasad
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Prasad
- Indian Institute of Technology Indore, Indore, India
| | | | - F Prino
- INFN, Sezione di Torino, Turin, Italy
| | - C A Pruneau
- Wayne State University, Detroit, Michigan, United States
| | - I Pshenichnov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Puccio
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - S Pucillo
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - Z Pugelova
- Technical University of Košice, Košice, Slovak Republic
| | - S Qiu
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - L Quaglia
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - R E Quishpe
- University of Houston, Houston, Texas, United States
| | - S Ragoni
- Creighton University, Omaha, Nebraska, United States
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Rakotozafindrabe
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - L Ramello
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - F Rami
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - S A R Ramirez
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - T A Rancien
- Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
| | - M Rasa
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
| | - S S Räsänen
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - R Rath
- INFN, Sezione di Bologna, Bologna, Italy
| | - M P Rauch
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - I Ravasenga
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - K F Read
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
- University of Tennessee, Knoxville, Tennessee, United States
| | - C Reckziegel
- Universidade Federal do ABC, Santo Andre, Brazil
| | - A R Redelbach
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - K Redlich
- National Centre for Nuclear Research, Warsaw, Poland
| | - C A Reetz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - A Rehman
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - F Reidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - H A Reme-Ness
- Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
| | - Z Rescakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - K Reygers
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Riabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Ricci
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - M Richter
- Department of Physics, University of Oslo, Oslo, Norway
| | - A A Riedel
- Physik Department, Technische Universität München, Munich, Germany
| | - W Riegler
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - C Ristea
- Institute of Space Science (ISS), Bucharest, Romania
| | | | - K Røed
- Department of Physics, University of Oslo, Oslo, Norway
| | - R Rogalev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Rogochaya
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - T S Rogoschinski
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - D Rohr
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Röhrich
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - P F Rojas
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - S Rojas Torres
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - P S Rokita
- Warsaw University of Technology, Warsaw, Poland
| | - G Romanenko
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - F Ronchetti
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - A Rosano
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - E D Rosas
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - K Roslon
- Warsaw University of Technology, Warsaw, Poland
| | - A Rossi
- INFN, Sezione di Padova, Padova, Italy
| | - A Roy
- Indian Institute of Technology Indore, Indore, India
| | - S Roy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - N Rubini
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - O V Rueda
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
- University of Houston, Houston, Texas, United States
| | - D Ruggiano
- Warsaw University of Technology, Warsaw, Poland
| | - R Rui
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - B Rumyantsev
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - P G Russek
- AGH University of Science and Technology, Cracow, Poland
| | - R Russo
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A Rustamov
- National Nuclear Research Center, Baku, Azerbaijan
| | - E Ryabinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Ryabov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Rybicki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - H Rytkonen
- University of Jyväskylä, Jyväskylä, Finland
| | - W Rzesa
- Warsaw University of Technology, Warsaw, Poland
| | | | - R Sadek
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - S Sadhu
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - S Sadovsky
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Saetre
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - K Šafařík
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech
| | - S K Saha
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - S Saha
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - B Sahoo
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - R Sahoo
- Indian Institute of Technology Indore, Indore, India
| | - S Sahoo
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - D Sahu
- Indian Institute of Technology Indore, Indore, India
| | - P K Sahu
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - J Saini
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - K Sajdakova
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - S Sakai
- University of Tsukuba, Tsukuba, Japan
| | - M P Salvan
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - S Sambyal
- Physics Department, University of Jammu, Jammu, India
| | - I Sanna
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- Physik Department, Technische Universität München, Munich, Germany
| | - T B Saramela
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Sarkar
- Wayne State University, Detroit, Michigan, United States
| | - N Sarkar
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - P Sarma
- Gauhati University, Department of Physics, Guwahati, India
| | - V Sarritzu
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - V M Sarti
- Physik Department, Technische Universität München, Munich, Germany
| | - M H P Sas
- Yale University, New Haven, Connecticut, United States
| | - J Schambach
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - H S Scheid
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - C Schiaua
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - R Schicker
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - A Schmah
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - C Schmidt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - H R Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - M O Schmidt
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M Schmidt
- Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
| | - N V Schmidt
- Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - A R Schmier
- University of Tennessee, Knoxville, Tennessee, United States
| | - R Schotter
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - A Schröter
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Schukraft
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - K Schwarz
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - K Schweda
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G Scioli
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | | | - J E Seger
- Creighton University, Omaha, Nebraska, United States
| | | | | | - I Selyuzhenkov
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S Senyukov
- Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
| | - J J Seo
- Inha University, Incheon, Republic of Korea
| | - D Serebryakov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - L Šerkšnytė
- Physik Department, Technische Universität München, Munich, Germany
| | - A Sevcenco
- Institute of Space Science (ISS), Bucharest, Romania
| | - T J Shaba
- iThemba LABS, National Research Foundation, Somerset West, South Africa
| | - A Shabetai
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - R Shahoyan
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - A Shangaraev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A Sharma
- Physics Department, Panjab University, Chandigarh, India
| | - B Sharma
- Physics Department, University of Jammu, Jammu, India
| | - D Sharma
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - H Sharma
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - M Sharma
- Physics Department, University of Jammu, Jammu, India
| | - S Sharma
- Nagasaki Institute of Applied Science, Nagasaki, Japan
| | - S Sharma
- Physics Department, University of Jammu, Jammu, India
| | - U Sharma
- Physics Department, University of Jammu, Jammu, India
| | - A Shatat
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - O Sheibani
- University of Houston, Houston, Texas, United States
| | - K Shigaki
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | | | - J Shin
- Chungbuk National University, Cheongju, Republic of Korea
| | - S Shirinkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Q Shou
- Fudan University, Shanghai, China
| | - Y Sibiriak
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - T Siemiarczuk
- National Centre for Nuclear Research, Warsaw, Poland
| | - T F Silva
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - D Silvermyr
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | | | - R Simeonov
- Faculty of Physics, Sofia University, Sofia, Bulgaria
| | - B Singh
- Physics Department, University of Jammu, Jammu, India
| | - B Singh
- Physik Department, Technische Universität München, Munich, Germany
| | - R Singh
- National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
| | - R Singh
- Physics Department, University of Jammu, Jammu, India
| | - R Singh
- Indian Institute of Technology Indore, Indore, India
| | - S Singh
- Department of Physics, Aligarh Muslim University, Aligarh, India
| | - V K Singh
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - V Singhal
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - T Sinha
- Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
| | - B Sitar
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | - M Sitta
- INFN, Sezione di Torino, Turin, Italy
- Università del Piemonte Orientale, Vercelli, Italy
| | - T B Skaali
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Skorodumovs
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Slupecki
- Helsinki Institute of Physics (HIP), Helsinki, Finland
| | - N Smirnov
- Yale University, New Haven, Connecticut, United States
| | - R J M Snellings
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - E H Solheim
- Department of Physics, University of Oslo, Oslo, Norway
| | - J Song
- University of Houston, Houston, Texas, United States
| | - A Songmoolnak
- Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - F Soramel
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
| | - R Spijkers
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - I Sputowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
| | - J Staa
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - J Stachel
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - I Stan
- Institute of Space Science (ISS), Bucharest, Romania
| | - P J Steffanic
- University of Tennessee, Knoxville, Tennessee, United States
| | - S F Stiefelmaier
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - D Stocco
- SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
| | - I Storehaug
- Department of Physics, University of Oslo, Oslo, Norway
| | - P Stratmann
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - S Strazzi
- Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
| | - C P Stylianidis
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - A A P Suaide
- Universidade de São Paulo (USP), São Paulo, Brazil
| | - C Suire
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - M Sukhanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Suljic
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - R Sultanov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - V Sumberia
- Physics Department, University of Jammu, Jammu, India
| | - S Sumowidagdo
- National Research and Innovation Agency - BRIN, Jakarta, Indonesia
| | - S Swain
- Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
| | - I Szarka
- Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
| | | | - S F Taghavi
- Physik Department, Technische Universität München, Munich, Germany
| | - G Taillepied
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - J Takahashi
- Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
| | - G J Tambave
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Tang
- Central China Normal University, Wuhan, China
- Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
| | - Z Tang
- University of Science and Technology of China, Hefei, China
| | | | - N Tapus
- University Politehnica of Bucharest, Bucharest, Romania
| | - L A Tarasovicova
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - M G Tarzila
- Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
| | - G F Tassielli
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Tauro
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - G Tejeda Muñoz
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - A Telesca
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - L Terlizzi
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - C Terrevoli
- University of Houston, Houston, Texas, United States
| | - G Tersimonov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | - S Thakur
- Bose Institute, Department of Physics and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
| | - D Thomas
- The University of Texas at Austin, Texas, United States
| | - A Tikhonov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - A R Timmins
- University of Houston, Houston, Texas, United States
| | - M Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - T Tkacik
- Technical University of Košice, Košice, Slovak Republic
| | - A Toia
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - R Tokumoto
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - N Topilskaya
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Toppi
- INFN, Laboratori Nazionali di Frascati, Frascati, Italy
| | - F Torales-Acosta
- Department of Physics, University of California, Berkeley, California, United States
| | - T Tork
- Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
| | - A G Torres Ramos
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - A Trifiró
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A S Triolo
- Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - S Tripathy
- INFN, Sezione di Bologna, Bologna, Italy
| | - T Tripathy
- Indian Institute of Technology Bombay (IIT), Mumbai, India
| | - S Trogolo
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - V Trubnikov
- Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
| | | | | | - A Tumkin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - R Turrisi
- INFN, Sezione di Padova, Padova, Italy
| | - T S Tveter
- Department of Physics, University of Oslo, Oslo, Norway
| | - K Ullaland
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - B Ulukutlu
- Physik Department, Technische Universität München, Munich, Germany
| | - A Uras
- Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
| | - M Urioni
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
| | - G L Usai
- Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
| | - M Vala
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - N Valle
- Dipartimento di Fisica, Università di Pavia, Pavia, Italy
| | - L V R van Doremalen
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - M van Leeuwen
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - C A van Veen
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - R J G van Weelden
- Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
| | - P Vande Vyvre
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - D Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Z Varga
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Vasileiou
- National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
| | - A Vasiliev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | | | - V Vechernin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - E Vercellin
- Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
| | - S Vergara Limón
- High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
| | - L Vermunt
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - R Vértesi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - M Verweij
- Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
| | - L Vickovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z Vilakazi
- University of the Witwatersrand, Johannesburg, South Africa
| | - O Villalobos Baillie
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Villani
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - G Vino
- INFN, Sezione di Bari, Bari, Italy
| | - A Vinogradov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - T Virgili
- Dipartimento di Fisica 'E.R. Caianiello' dell'Università and Gruppo Collegato INFN, Salerno, Italy
| | - V Vislavicius
- Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
| | - A Vodopyanov
- Affiliated with an international laboratory covered by a cooperation agreement with CERN
| | - B Volkel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - M A Völkl
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - K Voloshin
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - S A Voloshin
- Wayne State University, Detroit, Michigan, United States
| | - G Volpe
- Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
| | - B von Haller
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - I Vorobyev
- Physik Department, Technische Universität München, Munich, Germany
| | - N Vozniuk
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - J Vrláková
- Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
| | - C Wang
- Fudan University, Shanghai, China
| | - D Wang
- Fudan University, Shanghai, China
| | - Y Wang
- Fudan University, Shanghai, China
| | - A Wegrzynek
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F T Weiglhofer
- Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - S C Wenzel
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - J P Wessels
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | | | - J Wiechula
- Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
| | - J Wikne
- Department of Physics, University of Oslo, Oslo, Norway
| | - G Wilk
- National Centre for Nuclear Research, Warsaw, Poland
| | - J Wilkinson
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - G A Willems
- Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
| | - B Windelband
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - M Winn
- Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
| | - J R Wright
- The University of Texas at Austin, Texas, United States
| | - W Wu
- Fudan University, Shanghai, China
| | - Y Wu
- University of Science and Technology of China, Hefei, China
| | - R Xu
- Central China Normal University, Wuhan, China
| | - A Yadav
- Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - A K Yadav
- Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
| | - S Yalcin
- KTO Karatay University, Konya, Turkey
| | - Y Yamaguchi
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - S Yang
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - S Yano
- Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
| | - Z Yin
- Central China Normal University, Wuhan, China
| | - I-K Yoo
- Department of Physics, Pusan National University, Pusan, Republic of Korea
| | - J H Yoon
- Inha University, Incheon, Republic of Korea
| | - S Yuan
- Department of Physics and Technology, University of Bergen, Bergen, Norway
| | - A Yuncu
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - V Zaccolo
- Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
| | - C Zampolli
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
| | - F Zanone
- Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
| | - N Zardoshti
- European Organization for Nuclear Research (CERN), Geneva, Switzerland
- School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
| | - A Zarochentsev
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - P Závada
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - N Zaviyalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - M Zhalov
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - B Zhang
- Central China Normal University, Wuhan, China
| | - L Zhang
- Fudan University, Shanghai, China
| | - S Zhang
- Fudan University, Shanghai, China
| | - X Zhang
- Central China Normal University, Wuhan, China
| | - Y Zhang
- University of Science and Technology of China, Hefei, China
| | - Z Zhang
- Central China Normal University, Wuhan, China
| | - M Zhao
- China Institute of Atomic Energy, Beijing, China
| | - V Zherebchevskii
- Affiliated with an institute covered by a cooperation agreement with CERN
| | - Y Zhi
- China Institute of Atomic Energy, Beijing, China
| | - D Zhou
- Central China Normal University, Wuhan, China
| | - Y Zhou
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - J Zhu
- Central China Normal University, Wuhan, China
- Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Y Zhu
- Central China Normal University, Wuhan, China
| | | | - N Zurlo
- INFN, Sezione di Pavia, Pavia, Italy
- Università di Brescia, Brescia, Italy
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Abdulhamid MI, Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Aslam S, Atchison J, Averichev GS, Bairathi V, Baker W, Ball Cap JG, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chatterjee A, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison-Smith H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu G, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd EM, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mondal MM, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Rosales Aguilar MA, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang W, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Measurements of the Elliptic and Triangular Azimuthal Anisotropies in Central ^{3}He+Au, d+Au and p+Au Collisions at sqrt[s_{NN}]=200 GeV. Phys Rev Lett 2023; 130:242301. [PMID: 37390421 DOI: 10.1103/physrevlett.130.242301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 02/27/2023] [Accepted: 05/15/2023] [Indexed: 07/02/2023]
Abstract
The elliptic (v_{2}) and triangular (v_{3}) azimuthal anisotropy coefficients in central ^{3}He+Au, d+Au, and p+Au collisions at sqrt[s_{NN}]=200 GeV are measured as a function of transverse momentum (p_{T}) at midrapidity (|η|<0.9), via the azimuthal angular correlation between two particles both at |η|<0.9. While the v_{2}(p_{T}) values depend on the colliding systems, the v_{3}(p_{T}) values are system independent within the uncertainties, suggesting an influence on eccentricity from subnucleonic fluctuations in these small-sized systems. These results also provide stringent constraints for the hydrodynamic modeling of these systems.
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Affiliation(s)
- M I Abdulhamid
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - S Aslam
- Indian Institute Technology, Patna, Bihar 801106, India
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - A Chatterjee
- National Institute of Technology Durgapur, Durgapur - 713209, India
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | | | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - G Liu
- South China Normal University, Guangzhou, Guangdong 510631
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E M Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - M M Mondal
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Sejong University, Seoul, 05006, South Korea
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana, 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - G Xie
- University of Chinese Academy of Sciences, Beijing, 101408
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Zhang
- South China Normal University, Guangzhou, Guangdong 510631
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
- Brookhaven National Laboratory, Upton, New York 11973
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Zhao M, Gao TJ, Fu YH, Chen NN, Liu J, Yao MM, Liu T. Efficacy of tocilizumab combined with glucocorticoid in the treatment of Takayasu arteritis in infants. Scand J Rheumatol 2023:1-2. [PMID: 37288772 DOI: 10.1080/03009742.2023.2210394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Affiliation(s)
- M Zhao
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - T-J Gao
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - Y-H Fu
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - N-N Chen
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - J Liu
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - M-M Yao
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
| | - T Liu
- Department of Rheumatology and Immunology, Baoding Children's Hospital, Baoding, P.R. China
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Zhao M, Qin W, Zhang S, Qi F, Li X, Lan X. Assessing the construction of a Healthy City in China: a conceptual framework and evaluation index system. Public Health 2023; 220:88-95. [PMID: 37285608 DOI: 10.1016/j.puhe.2023.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 04/05/2023] [Accepted: 04/21/2023] [Indexed: 06/09/2023]
Abstract
OBJECTIVES COVID-19 has brought challenges to the health of all mankind. It is particularly important to promote the construction of a 'Healthy China' and build a 'healthy community'. The aims of this study were to construct a reasonable conceptual framework for the Healthy City concept and to assess Healthy City construction in China. STUDY DESIGN This study combined qualitative and quantitative research. METHODS This study proposes the concept model of 'nature-human body-Healthy City' and accordingly constructs an evaluation index system for the construction of a Healthy City that integrates five dimensions, namely, the medical level, economic basis, cultural development, social services, and ecological environment to explore the spatial and temporal heterogeneity of Healthy City construction in China. Finally, the influencing factors of Healthy City construction patterns are explored using GeoDetector. RESULTS (1) The pace of Healthy City construction is generally on the rise; (2) the construction of Healthy Cities exhibits significant global spatial autocorrelation and gradually increasing agglomeration. The spatial distribution of cold hotspot areas was relatively stable; (3) medical and health progress is an important factor; the level of economic development is the leading support; the endowment of resources and environment is the basic condition; public service support provides important support; and scientific and technological innovation capabilities provide technical support for the construction of a Healthy City. CONCLUSIONS The spatial heterogeneity of Healthy City construction in China is evident, and the state of spatial distribution is relatively stable. The spatial pattern of Healthy City construction is shaped by a combination of factors. Our research will provide a scientific basis for promoting the construction of Healthy Cities and helping to implement the Health China Strategy.
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Affiliation(s)
- M Zhao
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China
| | - W Qin
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China.
| | - S Zhang
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China
| | - F Qi
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China
| | - X Li
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China
| | - X Lan
- School of Resources and Environmental Engineering, Ludong University, Yantai, 264025, PR China
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33
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Duan DK, Zhang GC, Sun BJ, Ma TX, Zhao M. Effect evaluation of denosumab combined with curettage and bone cement reconstruction in the treatment of recurrent giant cell tumor of bone around the knee joint. Eur Rev Med Pharmacol Sci 2023; 27:5039-5052. [PMID: 37318478 DOI: 10.26355/eurrev_202306_32621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE Giant cell tumor of bone (GCTB) is a common primary bone tumor with latent malignant tendency. GCTB is prone to occur around the knee joint, and surgery is the major treatment method. There are relatively few reports on denosumab in the treatment of recurrent GCTB around the knee joint and postoperative function evaluation of patients. This research aimed to explore the appropriate surgical options for the treatment of recurrent GCTB around the knee joint. PATIENTS AND METHODS 19 patients with recurrent GCTB around the knee joint, who were admitted to Hospital for 3 months following denosumab treatment from January 2016 to December 2019, were included as the research subjects. The prognosis was compared between patients treated with curettage combined with polymethylmethacrylate (PMMA) and those with extensive-resection replacement of tumor prosthesis (RTP). A deep learning model of Inception-v3 combined with a Faster region-based convolutional neural network (Faster-RCNN) was constructed to classify and identify X-ray images of patients. The Musculoskeletal Tumor Society (MSTS) score, short form-36 (SF-36) score, recurrence, and the rate of complications were also analyzed during the follow-up period. RESULTS The results showed that the Inception-v3 model trained on the low-rank sparse loss function was obviously the best for X-ray image classification, and the classification and identification effect of the Faster-RCNN model was significantly better than that of the convolutional neural network (CNN), U-Net, and Fast region-based convolutional neural network (Fast-RCNN) models. During the follow-up period, the MSTS score in the PMMA group was significantly higher than that in the RTP group (p<0.05), while there was no significant difference in the SF-36 score, recurrence, and the rate of complications (p>0.05). CONCLUSIONS The deep learning model could improve the classification and identification of the lesion location in the X-ray images of GCTB patients. Denosumab was an effective adjuvant for recurrent GCTB, and widely extensive-resection RTP could reduce the risk of local recurrence after denosumab treatment for recurrent GCTB.
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Affiliation(s)
- D-K Duan
- Department of Musculoskeletal Tumor, The Third Hospital of Hebei Medical University, Shijiazhuang, China Shijiazhuang, China.
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Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Atchison J, Averichev GS, Bairathi V, Baker W, Ball Cap JG, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd E, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Nunes AS, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Rosales Aguilar MA, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao M, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Observation of Directed Flow of Hypernuclei _{Λ}^{3}H and _{Λ}^{4}H in sqrt[s_{NN}]=3 GeV Au+Au Collisions at RHIC. Phys Rev Lett 2023; 130:212301. [PMID: 37295104 DOI: 10.1103/physrevlett.130.212301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/24/2023] [Accepted: 03/02/2023] [Indexed: 06/12/2023]
Abstract
We report here the first observation of directed flow (v_{1}) of the hypernuclei _{Λ}^{3}H and _{Λ}^{4}H in mid-central Au+Au collisions at sqrt[s_{NN}]=3 GeV at RHIC. These data are taken as part of the beam energy scan program carried out by the STAR experiment. From 165×10^{6} events in 5%-40% centrality, about 8400 _{Λ}^{3}H and 5200 _{Λ}^{4}H candidates are reconstructed through two- and three-body decay channels. We observe that these hypernuclei exhibit significant directed flow. Comparing to that of light nuclei, it is found that the midrapidity v_{1} slopes of _{Λ}^{3}H and _{Λ}^{4}H follow baryon number scaling, implying that the coalescence is the dominant mechanism for these hypernuclei production in the 3 GeV Au+Au collisions.
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Affiliation(s)
- B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | - H Harrison
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | | | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- Brookhaven National Laboratory, Upton, New York 11973
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - C Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - A S Nunes
- Brookhaven National Laboratory, Upton, New York 11973
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - M Shao
- University of Science and Technology of China, Hefei, Anhui 230026
| | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana, 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Abdulhamid MI, Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Aslam S, Atchison J, Averichev GS, Bairathi V, Baker W, Ball Cap JG, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chatterjee A, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison-Smith H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd EM, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mondal MM, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Rosales Aguilar MA, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu N, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Beam Energy Dependence of Triton Production and Yield Ratio (N_{t}×N_{p}/N_{d}^{2}) in Au+Au Collisions at RHIC. Phys Rev Lett 2023; 130:202301. [PMID: 37267557 DOI: 10.1103/physrevlett.130.202301] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 02/21/2023] [Accepted: 03/30/2023] [Indexed: 06/04/2023]
Abstract
We report the triton (t) production in midrapidity (|y|<0.5) Au+Au collisions at sqrt[s_{NN}]=7.7-200 GeV measured by the STAR experiment from the first phase of the beam energy scan at the Relativistic Heavy Ion Collider. The nuclear compound yield ratio (N_{t}×N_{p}/N_{d}^{2}), which is predicted to be sensitive to the fluctuation of local neutron density, is observed to decrease monotonically with increasing charged-particle multiplicity (dN_{ch}/dη) and follows a scaling behavior. The dN_{ch}/dη dependence of the yield ratio is compared to calculations from coalescence and thermal models. Enhancements in the yield ratios relative to the coalescence baseline are observed in the 0%-10% most central collisions at 19.6 and 27 GeV, with a significance of 2.3σ and 3.4σ, respectively, giving a combined significance of 4.1σ. The enhancements are not observed in peripheral collisions or model calculations without critical fluctuation, and decreases with a smaller p_{T} acceptance. The physics implications of these results on the QCD phase structure and the production mechanism of light nuclei in heavy-ion collisions are discussed.
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Affiliation(s)
- M I Abdulhamid
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - S Aslam
- Indian Institute Technology, Patna, Bihar 801106, India
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - A Chatterjee
- National Institute of Technology Durgapur, Durgapur - 713209, India
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
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- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
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- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
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- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
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- Southern Connecticut State University, New Haven, Connecticut 06515
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- Brookhaven National Laboratory, Upton, New York 11973
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- Yale University, New Haven, Connecticut 06520
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- Central China Normal University, Wuhan, Hubei 430079
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- Rice University, Houston, Texas 77251
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- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
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- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
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- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
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- University of California, Los Angeles, California 90095
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- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
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- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
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- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E M Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - M M Mondal
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Sejong University, Seoul, 05006, South Korea
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
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- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
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- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
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- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana, 47306
- Purdue University, West Lafayette, Indiana 47907
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- University of Heidelberg, Heidelberg 69120, Germany
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- Yale University, New Haven, Connecticut 06520
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- Purdue University, West Lafayette, Indiana 47907
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- Wayne State University, Detroit, Michigan 48201
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- National Research Nuclear University MEPhI, Moscow 115409
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- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
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- Temple University, Philadelphia, Pennsylvania 19122
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- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
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- Yale University, New Haven, Connecticut 06520
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- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
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- Lawrence Berkeley National Laboratory, Berkeley, California 94720
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- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
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- Lehigh University, Bethlehem, Pennsylvania 18015
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- University of California, Los Angeles, California 90095
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- Texas A&M University, College Station, Texas 77843
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- Brookhaven National Laboratory, Upton, New York 11973
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- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
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- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
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- Brookhaven National Laboratory, Upton, New York 11973
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- Brookhaven National Laboratory, Upton, New York 11973
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- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
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- Rice University, Houston, Texas 77251
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- Brookhaven National Laboratory, Upton, New York 11973
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- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
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- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
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- Joint Institute for Nuclear Research, Dubna 141 980
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- Purdue University, West Lafayette, Indiana 47907
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- University of California, Los Angeles, California 90095
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- Huzhou University, Huzhou, Zhejiang 313000
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- Shandong University, Qingdao, Shandong 266237
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- University of Science and Technology of China, Hefei, Anhui 230026
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- Central China Normal University, Wuhan, Hubei 430079
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- Tsinghua University, Beijing 100084
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- Shandong University, Qingdao, Shandong 266237
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- Brookhaven National Laboratory, Upton, New York 11973
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- Michigan State University, East Lansing, Michigan 48824
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- University of Illinois at Chicago, Chicago, Illinois 60607
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- Indiana University, Bloomington, Indiana 47408
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- Central China Normal University, Wuhan, Hubei 430079
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- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
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- University of California, Los Angeles, California 90095
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- University of California, Riverside, California 92521
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- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
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- Tsinghua University, Beijing 100084
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- University of Chinese Academy of Sciences, Beijing, 101408
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- Purdue University, West Lafayette, Indiana 47907
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- Huzhou University, Huzhou, Zhejiang 313000
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- Lawrence Berkeley National Laboratory, Berkeley, California 94720
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- Shandong University, Qingdao, Shandong 266237
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- Shandong University, Qingdao, Shandong 266237
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- Central China Normal University, Wuhan, Hubei 430079
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- Brookhaven National Laboratory, Upton, New York 11973
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- University of California, Los Angeles, California 90095
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- Shandong University, Qingdao, Shandong 266237
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- State University of New York, Stony Brook, New York 11794
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- Shandong University, Qingdao, Shandong 266237
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- Shandong University, Qingdao, Shandong 266237
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- South China Normal University, Guangzhou, Guangdong 510631
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- National Cheng Kung University, Tainan 70101
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- Rice University, Houston, Texas 77251
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- University of Illinois at Chicago, Chicago, Illinois 60607
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- Shandong University, Qingdao, Shandong 266237
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- Brookhaven National Laboratory, Upton, New York 11973
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- Central China Normal University, Wuhan, Hubei 430079
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- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
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- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
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- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
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- Brookhaven National Laboratory, Upton, New York 11973
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- Fudan University, Shanghai, 200433
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- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
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- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
- Brookhaven National Laboratory, Upton, New York 11973
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Wang YJ, Fan YQ, Zhang JF, Chen ZW, Chen HM, Zhao M. [Clinicopathological and molecular genetic characterization of colorectal angiosarcoma]. Zhonghua Bing Li Xue Za Zhi 2023; 52:495-497. [PMID: 37106293 DOI: 10.3760/cma.j.cn112151-20230216-00139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Affiliation(s)
- Y J Wang
- Department of Pathology, Shengzhou People's Hospital, Shaoxing 312400, China
| | - Y Q Fan
- Department of Pathology, Cancer Center, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou 310014, China
| | - J F Zhang
- Department of Pathology, Shengzhou People's Hospital, Shaoxing 312400, China
| | - Z W Chen
- Department of Pathology, People's Hospital, the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322099, China
| | - H M Chen
- Hangzhou Qianmai Medical Laboratory Co., Ltd, Hangzhou 310023, China
| | - M Zhao
- Department of Pathology, Cancer Center, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou 310014, China
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Shao T, Zhao M, Liang L, Shi L, Tang W. Impact of Extrapolation Model Choices on the Structural Uncertainty in Economic Evaluations for Cancer Immunotherapy: A Case Study of Checkmate 067. Pharmacoecon Open 2023; 7:383-392. [PMID: 36757569 PMCID: PMC10169997 DOI: 10.1007/s41669-023-00391-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/16/2023] [Indexed: 05/11/2023]
Abstract
OBJECTIVES The aim of this study was to compare the performance of different extrapolation modeling techniques and analyze their impact on structural uncertainties in the economic evaluations of cancer immunotherapy. METHODS The individual patient data was reconstructed through published Checkmate 067 Kaplan Meier curves. Standard parametric models and six flexible techniques were tested, including fractional polynomial, restricted cubic splines, Royston-Parmar models, generalized additive models, parametric mixture models, and mixture cure models. Mean square errors (MSE) and bias from raw survival plots were used to test the model fitness and extrapolation performance. Variability of estimated incremental cost-effectiveness ratios (ICERs) from different models was used to inform the structural uncertainty in economic evaluations. All indicators were analyzed and compared under cut-offs of 3 years and 6.5 years, respectively, to further discuss model impact under different data maturity. R Codes for reproducing this study can be found on GitHub. RESULTS The flexible techniques in general performed better than standard parametric models with smaller MSE irrespective of the data maturity. Survival outcomes projected by long-term extrapolation using immature data differed from those with mature data. Although a best-performing model was not found because several models had very similar MSE in this case, the variability of modeled ICERs significantly increased when prolonging simulation cycles. CONCLUSIONS Flexible techniques show better performance in the case of Checkmate 067, regardless of data maturity. Model choices affect ICERs of cancer immunotherapy, especially when dealing with immature survival data. When researchers lack evidence to identify the 'right' model, we recommend identifying and revealing the model impacts on structural uncertainty.
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Affiliation(s)
- Taihang Shao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Mingye Zhao
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Leyi Liang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, 211198, China
| | - Lizheng Shi
- Department of Global Health Management and Policy, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, 70118, USA.
| | - Wenxi Tang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China.
- Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, 211198, China.
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Xu F, Bian Y, Zhang GQ, Gao LY, Liu YF, Liu TX, Li G, Song RX, Su LJ, Zhou YJ, Cui JY, Yan XL, Guo FM, Zhang HY, Li QH, Zhao M, Ma LK, You BA, Wang G, Kong L, Ma JL, Zhou XF, Chang ZL, Tang ZY, Yu DY, Cheng K, Xue L, Li X, Pang JJ, Wang JL, Zhang HT, Yu XZ, Chen YG. [Safety and efficacy of the early administration of levosimendan in patients with acute non-ST-segment elevation myocardial infarction and elevated NT-proBNP levels: An Early Management Strategy of Acute Heart Failure (EMS-AHF)]. Zhonghua Nei Ke Za Zhi 2023; 62:374-383. [PMID: 37032132 DOI: 10.3760/cma.j.cn112138-20220420-00284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
Abstract
Objectives: To investigated the safety and efficacy of treating patients with acute non-ST-segment elevation myocardial infarction (NSTEMI) and elevated levels of N-terminal pro-hormone B-type natriuretic peptide (NT-proBNP) with levosimendan within 24 hours of first medical contact (FMC). Methods: This multicenter, open-label, block-randomized controlled trial (NCT03189901) investigated the safety and efficacy of levosimendan as an early management strategy of acute heart failure (EMS-AHF) for patients with NSTEMI and high NT-proBNP levels. This study included 255 patients with NSTEMI and elevated NT-proBNP levels, including 142 males and 113 females with a median age of 65 (58-70) years, and were admitted in the emergency or outpatient departments at 14 medical centers in China between October 2017 and October 2021. The patients were randomly divided into a levosimendan group (n=129) and a control group (n=126). The primary outcome measure was NT-proBNP levels on day 3 of treatment and changes in the NT-proBNP levels from baseline on day 5 after randomization. The secondary outcome measures included the proportion of patients with more than 30% reduction in NT-proBNP levels from baseline, major adverse cardiovascular events (MACE) during hospitalization and at 6 months after hospitalization, safety during the treatment, and health economics indices. The measurement data parameters between groups were compared using the t-test or the non-parametric test. The count data parameters were compared between groups using the χ² test. Results: On day 3, the NT-proBNP levels in the levosimendan group were lower than the control group but were statistically insignificant [866 (455, 1 960) vs. 1 118 (459, 2 417) ng/L, Z=-1.25,P=0.21]. However, on day 5, changes in the NT-proBNP levels from baseline in the levosimendan group were significantly higher than the control group [67.6% (33.8%,82.5%)vs.54.8% (7.3%,77.9%), Z=-2.14, P=0.03]. There were no significant differences in the proportion of patients with more than 30% reduction in the NT-proBNP levels on day 5 between the levosimendan and the control groups [77.5% (100/129) vs. 69.0% (87/126), χ²=2.34, P=0.13]. Furthermore, incidences of MACE did not show any significant differences between the two groups during hospitalization [4.7% (6/129) vs. 7.1% (9/126), χ²=0.72, P=0.40] and at 6 months [14.7% (19/129) vs. 12.7% (16/126), χ²=0.22, P=0.64]. Four cardiac deaths were reported in the control group during hospitalization [0 (0/129) vs. 3.2% (4/126), P=0.06]. However, 6-month survival rates were comparable between the two groups (log-rank test, P=0.18). Moreover, adverse events or serious adverse events such as shock, ventricular fibrillation, and ventricular tachycardia were not reported in both the groups during levosimendan treatment (days 0-1). The total cost of hospitalization [34 591.00(15 527.46,59 324.80) vs. 37 144.65(16 066.90,63 919.00)yuan, Z=-0.26, P=0.80] and the total length of hospitalization [9 (8, 12) vs. 10 (7, 13) days, Z=0.72, P=0.72] were lower for patients in the levosimendan group compared to those in the control group, but did not show statistically significant differences. Conclusions: Early administration of levosimendan reduced NT-proBNP levels in NSTEMI patients with elevated NT-proBNP and did not increase the total cost and length of hospitalization, but did not significantly improve MACE during hospitalization or at 6 months.
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Affiliation(s)
- F Xu
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - Y Bian
- Department of Emergency Medicine, Cheeloo College of Medicine, Shandong University, Jinan 250012, China
| | - G Q Zhang
- Department of Emergency, China-Japan Friendship Hospital, Beijing 100029, China
| | - L Y Gao
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - Y F Liu
- Department of Emergency, Zibo Central Hospital, Zibo 255036, China
| | - T X Liu
- Department of Emergency, Weifang People's Hospital, Weifang 261041, China
| | - G Li
- Department of Emergency, China-Japan Friendship Hospital, Beijing 100029, China
| | - R X Song
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - L J Su
- Department of Emergency, Zibo Central Hospital, Zibo 255036, China
| | - Y J Zhou
- Department of Emergency, Weifang People's Hospital, Weifang 261041, China
| | - J Y Cui
- Department of Cardiology, Binzhou People's Hospital, Binzhou 256600, China
| | - X L Yan
- Emergency Medicine Department, the Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China
| | - F M Guo
- Department of Cardiology, Yantaishan Hospital, Yantai 264003,China
| | - H Y Zhang
- Department of Cardiology, the Central Hospital of Taian, Taian 271000, China
| | - Q H Li
- Department of Cardiology, Shenli Oilfield Central Hospital, Dongying 257000, China
| | - M Zhao
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - L K Ma
- Department of Cardiology, the First Affiliated Hospital of USTC (Anhui Provincial Hospital), Hefei 230001, China
| | - B A You
- Department of Cardiology, Qilu Hospital of Shandong University (Qingdao), Qingdao 266031, China
| | - G Wang
- Department of Emergency Medicine, Qilu Hospital of Shandong University (Qingdao), Qingdao 266031, China
| | - L Kong
- Department of Emergency Center, Affiliated Hospital, Shandong University of Traditional Chinese Medicine, Jinan 250011, China
| | - J L Ma
- Department of Emergency Center, Affiliated Hospital, Shandong University of Traditional Chinese Medicine, Jinan 250011, China
| | - X F Zhou
- Department of Cardiology, Weihai Municipal Hospital, Weihai 264200, China
| | - Z L Chang
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - Z Y Tang
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - D Y Yu
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - K Cheng
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - L Xue
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - X Li
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - J J Pang
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - J L Wang
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
| | - H T Zhang
- Department of Surgical Intensive Care Unit, Fuwai Hospital, National Center for Cardiovascular Diseases, Beijing 100037, China
| | - X Z Yu
- Department of Emergency, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Science, Beijing 100730, China
| | - Y G Chen
- Department of Emergency Medicine, Qilu Hospital of Shandong University, Acute Heart Failure Unit (AHFU), Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Jinan 250012, China
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Liu JY, Shao JY, Liu Y, Li H, Kong X, Zhao Y, Fan YM, Wu B, Zhao M. [Hepatitis B virus down-regulates the expression of inhibin and promotes the proliferation and survival of hepatocellular carcinoma cells]. Zhonghua Gan Zang Bing Za Zhi 2023; 31:288-292. [PMID: 37137855 DOI: 10.3760/cma.j.cn501113-20230310-00102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Objective: To investigate the effect and role of the hepatitis B virus (HBV) on the expression of inhibin (PHB) in the proliferation and survival of hepatocellular carcinoma (HCC) cells. Methods: The expression of PHB in 13 pairs of HBV-infected livers, normal livers and HepG2.2.15 and HepG2 cells was detected by real-time fluorescent quantitative PCR and Western blot. Liver tissues were collected from seven patients with chronic hepatitis B before and after antiviral (tenofovir) treatment, and the expression of PHB was detected by RT-PCR and Western blot. HepG2.2.15 cells were transfected with Pcmv6-AC-GFP-PHB, and control vectors were collected. DNA content was analyzed by flow cytometry. The proliferation level of each cell group was detected using the EdU cell proliferation assay. HepG2.2.15 cells transfected with Pcmv6-AC-GFP-PHB and the control vector were cultured in serum-free medium for 6 days. Apoptosis was measured at the indicated time points using fluorescence-activated cell sorting (FACS)-based Annexin-V/PI double staining. Results: Compared with normal liver tissue, the expression of PHB in HBV-infected liver tissue was down-regulated (P < 0.01). Compared with HepG2 cells, the expression of PHB in HepG2.2.15 cells was significantly decreased (P < 0.01). The expression level of PHB in liver tissue after antiviral treatment (tenofovir) was significantly higher than that before treatment (P < 0.01). Compared with the control vector, the proliferation rate of HepG2.2.15 cells transfected with Pcmv6-AC-GFP-PHB was significantly lower than that of the control vector, and the apoptosis rate of HepG2.2.15 cells transfected with the Pcmv6-AC-GFP-PHB vector was significantly higher than the control vector (P < 0.01). Conclusion: HBV down-regulates the expression of inhibin to promote the proliferation and survival of hepatocellular carcinoma cells.
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Affiliation(s)
- J Y Liu
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - J Y Shao
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - Y Liu
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - H Li
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - X Kong
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - Y Zhao
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - Y M Fan
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - B Wu
- Zhoukou Central Hospital, Zhoukou 466000, China
| | - M Zhao
- Zhoukou Central Hospital, Zhoukou 466000, China
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Chen X, Zhao M, Tian L. Economic evaluation of five first-line PD-(L)1 inhibitors for treating non-squamous non-small cell lung cancer in China: A cost-effectiveness analysis based on network meta-analysis. Front Pharmacol 2023; 14:1119906. [PMID: 37021058 PMCID: PMC10067912 DOI: 10.3389/fphar.2023.1119906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/03/2023] [Indexed: 03/22/2023] Open
Abstract
Background and objective: Non-small cell lung cancer (NSCLC) is one of the most malignant cancer types that causes substantial economic burden in China. This study aimed to evaluate the cost-effectiveness of five first-line anti-PD-(L)1 treatments, including sintilimab, camrelizumab, atezolizumab, pembrolizumab and sugemalimab with each combined with chemotherapy, for treating advanced non-squamous NSCLC (nsq-NSCLC) from Chinese healthcare system perspective.Methods: Clinical data were obtained from the following clinical trials, namely, ORIENT-11, CameL, IMpower132, KEYNOTE-189 and GEMSTONE-302. A network meta-analysis was performed based on fractional polynomial models. We constructed a partitioned survival model with a three-week cycle length and a lifetime horizon to derive the incremental cost-effectiveness ratio (ICER). We performed one-way sensitivity analysis and probablistic sensitivity analysis to test the robustness. Additionally, two scenario analyses were undertaken to investigate the impact of Patient Assistant Program on the economic conclusion and to explore potential uncertainty associated with population representativeness of the global trial.Results: Compared with camrelizumab + chemotherapy, sugemalimab + chemotherapy and atezolizumab + chemotherapy were dominated, and the ICERs generated from sintilimab + chemotherapy and pembrolizumab + chemotherapy were $15,280.83/QALY and $159,784.76/QALY, respectively. Deterministic sensitivity analysis showed that uncertainty around ICERs was mainly driven by HR related parameters derived from NMA and drug price. The probablistic sensitivity analysis suggested that camrelizumab treatment was cost-effective at a willingness-to-pay threshold of 1-time GDP per capita. When the threshold was set as 3-time GDP per capita, sintilimab strategy demonstrated the excellent cost-effective advantage. Sensitivity analysis proved the reliability of base-case results. Results from two scenario analyses indicated that the primary finding was robust.Conclusion: In current context of Chinese healthcare system, sintilimab + chemotherapy appeared to be cost-effective for the treatment of nsq-NSCLC compared with sugemalimab, camrelizumab, pembrolizumab as well as atezolizumab combined with chemotherapy.
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Affiliation(s)
- Xi Chen
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Lei Tian
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
- *Correspondence: Lei Tian,
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Aboona BE, Adam J, Adamczyk L, Adams JR, Aggarwal I, Aggarwal MM, Ahammed Z, Anderson DM, Aschenauer EC, Atchison J, Bairathi V, Baker W, Ball Cap JG, Barish K, Bellwied R, Bhagat P, Bhasin A, Bhatta S, Bielcik J, Bielcikova J, Brandenburg JD, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chaloupka P, Chan BK, Chang Z, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Csanád M, Dale-Gau G, Das A, Daugherity M, Deppner IM, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Gagliardi CA, Galatyuk T, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Guryn W, Hamed A, Han Y, Harabasz S, Harasty MD, Harris JW, Harrison H, He W, He XH, He Y, Heppelmann S, Herrmann N, Holub L, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Jentsch A, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kagamaster S, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kelsey M, Khyzhniak YV, Kikoła DP, Kimelman B, Kincses D, Kisel I, Kiselev A, Knospe AG, Ko HS, Kosarzewski LK, Kramarik L, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lauret J, Lebedev A, Lee JH, Leung YH, Lewis N, Li C, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Licenik R, Lin T, Lisa MA, Liu C, Liu F, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd E, Lu T, Lukow NS, Luo XF, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Markert C, Matis HS, Mazer JA, McNamara G, Mi K, Mioduszewski S, Mohanty B, Mooney I, Mukherjee A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Niida T, Nishitani R, Nonaka T, Nunes AS, Odyniec G, Ogawa A, Oh S, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Pani T, Paul A, Pawlik B, Pawlowska D, Perkins C, Pluta J, Pokhrel BR, Posik M, Protzman T, Prozorova V, Pruthi NK, Przybycien M, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Reed R, Ritter HG, Robertson CW, Robotkova M, Romero JL, Rosales Aguilar MA, Roy D, Roy Chowdhury P, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Sato S, Schmidke WB, Schmitz N, Seck FJ, Seger J, Seto R, Seyboth P, Shah N, Shanmuganathan PV, Shao M, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Smirnov N, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stefaniak M, Stewart DJ, Stringfellow B, Su Y, Suaide AAP, Sumbera M, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Sweger ZW, Szymanski P, Tamis A, Tang AH, Tang Z, Tarnowsky T, Thomas JH, Timmins AR, Tlusty D, Todoroki T, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Truhlar T, Trzeciak BA, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vanek J, Vassiliev I, Verkest V, Videbæk F, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wielanek D, Wieman H, Wilks G, Wissink SW, Witt R, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zbroszczyk H, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Measurement of Sequential ϒ Suppression in Au+Au Collisions at sqrt[s_{NN}]=200 GeV with the STAR Experiment. Phys Rev Lett 2023; 130:112301. [PMID: 37001106 DOI: 10.1103/physrevlett.130.112301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 11/30/2022] [Accepted: 01/26/2023] [Indexed: 06/19/2023]
Abstract
We report on measurements of sequential ϒ suppression in Au+Au collisions at sqrt[s_{NN}]=200 GeV with the STAR detector at the Relativistic Heavy Ion Collider (RHIC) through both the dielectron and dimuon decay channels. In the 0%-60% centrality class, the nuclear modification factors (R_{AA}), which quantify the level of yield suppression in heavy-ion collisions compared to p+p collisions, for ϒ(1S) and ϒ(2S) are 0.40±0.03(stat)±0.03(sys)±0.09(norm) and 0.26±0.08(stat)±0.02(sys)±0.06(norm), respectively, while the upper limit of the ϒ(3S) R_{AA} is 0.17 at a 95% confidence level. This provides experimental evidence that the ϒ(3S) is significantly more suppressed than the ϒ(1S) at RHIC. The level of suppression for ϒ(1S) is comparable to that observed at the much higher collision energy at the Large Hadron Collider. These results point to the creation of a medium at RHIC whose temperature is sufficiently high to strongly suppress excited ϒ states.
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Affiliation(s)
- B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Adamczyk
- AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | | | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - R Bellwied
- University of Houston, Houston, Texas 77204
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - J Bielcik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J Bielcikova
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | | | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - P Chaloupka
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - M Csanád
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | | | - T Galatyuk
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - W Guryn
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - S Harabasz
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | - H Harrison
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - W He
- Fudan University, Shanghai 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - S Heppelmann
- University of California, Davis, California 95616
| | - N Herrmann
- University of Heidelberg, Heidelberg 69120, Germany
| | - L Holub
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - A Jentsch
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - S Kagamaster
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - D Kalinkin
- Brookhaven National Laboratory, Upton, New York 11973
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | | | - D P Kikoła
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - B Kimelman
- University of California, Davis, California 95616
| | - D Kincses
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - I Kisel
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L K Kosarzewski
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Kramarik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Lauret
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - C Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - R Licenik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - M A Lisa
- The Ohio State University, Columbus, Ohio 43210
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - L Ma
- Fudan University, Shanghai 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - C Markert
- University of Texas, Austin, Texas 78712
| | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | | | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - A Mukherjee
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - A S Nunes
- Brookhaven National Laboratory, Upton, New York 11973
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - A Paul
- University of California, Riverside, California 92521
| | - B Pawlik
- Institute of Nuclear Physics PAN, Cracow 31-342, Poland
| | - D Pawlowska
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - C Perkins
- University of California, Berkeley, California 94720
| | - J Pluta
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - V Prozorova
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - M Przybycien
- AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - R Reed
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | - M Robotkova
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - J L Romero
- University of California, Davis, California 95616
| | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | | | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - F-J Seck
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | | | - M Shao
- University of Science and Technology of China, Hefei, Anhui 230026
| | - T Shao
- Fudan University, Shanghai 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana 47306
- Purdue University, West Lafayette, Indiana 47907
| | - N Smirnov
- Yale University, New Haven, Connecticut 06520
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - M Stefaniak
- The Ohio State University, Columbus, Ohio 43210
| | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A A P Suaide
- Universidade de São Paulo, São Paulo, Brazil 05314-970
| | - M Sumbera
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - Z W Sweger
- University of California, Davis, California 95616
| | - P Szymanski
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Truhlar
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - B A Trzeciak
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Vanek
- Brookhaven National Laboratory, Upton, New York 11973
| | - I Vassiliev
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - D Wielanek
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - R Witt
- United States Naval Academy, Annapolis, Maryland 21402
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - H Zbroszczyk
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Yu LX, Yang L, Zhao M, Xi B. [The relationship between the quality of residential community in childhood and cognitive function of the middle-aged and older people in China]. Zhonghua Yu Fang Yi Xue Za Zhi 2023; 57:371-377. [PMID: 36655354 DOI: 10.3760/cma.j.cn112150-20221027-01041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Objective: To examine the relationship between the quality of residential community in childhood and cognitive function of the middle-aged and older people in China. Methods: Based on the data of the China Health and Retirement Longitudinal Study in 2011, 10 940 people aged≥45 years who met the criteria were included. The general demographic characteristics, lifestyle, personal disease history, quality of residential community and cognitive function of the subjects were collected by using standardized questionnaires. The quality of residential community in childhood included community safety, community enthusiasm and neighborhood relationship. The cognitive function was measured in cognitive integrity and episodic memory. Multivariate logistic regression model was used to analyze the relationship between the quality of residential community in childhood and cognitive function of the middle-aged and older people. Results: The age of 10 940 subjects were (58.3±9.1) years old, with 51.5% (5 635) being female and 47.3% (5 174) having good cognitive function. The results of multivariate logistic regression model showed that compared with those who lived in an extremely unsafe, unenthusiastic and unharmonious community in childhood, there was an improvement in the cognitive function of the middle-aged and older people who lived in a relatively safe (OR=0.75, 95%CI: 0.57-1.00) and a safer (OR=0.72, 95%CI: 0.55-0.95) community, in a relatively enthusiastic (OR=0.69, 95%CI: 0.56-0.85) and a more enthusiastic (OR=0.70, 95%CI: 0.57-0.87) community, and in a less harmonious (OR=0.57, 95%CI: 0.34-0.94), relatively harmonious (OR=0.52, 95%CI: 0.33-0.83) and more harmonious (OR=0.49, 95%CI: 0.31-0.79) community during their childhood. Conclusion: There is a significantly positive relationship between the quality of residential community in childhood and cognitive function of the middle-aged and older people.
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Affiliation(s)
- L X Yu
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Ji'nan 250012, China
| | - L Yang
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Ji'nan 250012, China
| | - M Zhao
- Department of Toxicology and Nutrition, School of Public Health, Cheeloo College of Medicine, Shandong University, Ji'nan 250012, China
| | - B Xi
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Ji'nan 250012, China
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43
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Aboona BE, Adam J, Adamczyk L, Adams JR, Aggarwal I, Aggarwal MM, Ahammed Z, Anderson DM, Aschenauer EC, Atchison J, Bairathi V, Baker W, Ball Cap JG, Barish K, Bellwied R, Bhagat P, Bhasin A, Bhatta S, Bielcik J, Bielcikova J, Brandenburg JD, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chaloupka P, Chan BK, Chang Z, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Csanád M, Dale-Gau G, Das A, Daugherity M, Deppner IM, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Gagliardi CA, Galatyuk T, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Guryn W, Hamed A, Han Y, Harabasz S, Harasty MD, Harris JW, Harrison H, He W, He XH, He Y, Heppelmann S, Herrmann N, Holub L, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Jentsch A, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kagamaster S, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kelsey M, Khyzhniak YV, Kikoła DP, Kimelman B, Kincses D, Kisel I, Kiselev A, Knospe AG, Ko HS, Kosarzewski LK, Kramarik L, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lauret J, Lebedev A, Lee JH, Leung YH, Lewis N, Li C, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Licenik R, Lin T, Lisa MA, Liu C, Liu F, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd E, Lu T, Lukow NS, Luo XF, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Markert C, Matis HS, Mazer JA, McNamara G, Mi K, Mioduszewski S, Mohanty B, Mooney I, Mukherjee A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Niida T, Nishitani R, Nonaka T, Nunes AS, Odyniec G, Ogawa A, Oh S, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Pani T, Paul A, Pawlik B, Pawlowska D, Perkins C, Pluta J, Pokhrel BR, Posik M, Protzman T, Prozorova V, Pruthi NK, Przybycien M, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Reed R, Ritter HG, Robertson CW, Robotkova M, Romero JL, Rosales Aguilar MA, Roy D, Roy Chowdhury P, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Sato S, Schmidke WB, Schmitz N, Seck FJ, Seger J, Seto R, Seyboth P, Shah N, Shanmuganathan PV, Shao M, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Smirnov N, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stefaniak M, Stewart DJ, Stringfellow B, Su Y, Suaide AAP, Sumbera M, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Sweger ZW, Szymanski P, Tamis A, Tang AH, Tang Z, Tarnowsky T, Thomas JH, Timmins AR, Tlusty D, Todoroki T, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Truhlar T, Trzeciak BA, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vanek J, Vassiliev I, Verkest V, Videbæk F, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wielanek D, Wieman H, Wilks G, Wissink SW, Witt R, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zbroszczyk H, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Beam Energy Dependence of Fifth- and Sixth-Order Net-Proton Number Fluctuations in Au+Au Collisions at RHIC. Phys Rev Lett 2023; 130:082301. [PMID: 36898098 DOI: 10.1103/physrevlett.130.082301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 11/21/2022] [Accepted: 01/11/2023] [Indexed: 06/18/2023]
Abstract
We report the beam energy and collision centrality dependence of fifth and sixth order cumulants (C_{5}, C_{6}) and factorial cumulants (κ_{5}, κ_{6}) of net-proton and proton number distributions, from center-of-mass energy (sqrt[s_{NN}]) 3 GeV to 200 GeV Au+Au collisions at RHIC. Cumulant ratios of net-proton (taken as proxy for net-baryon) distributions generally follow the hierarchy expected from QCD thermodynamics, except for the case of collisions at 3 GeV. The measured values of C_{6}/C_{2} for 0%-40% centrality collisions show progressively negative trend with decreasing energy, while it is positive for the lowest energy studied. These observed negative signs are consistent with QCD calculations (for baryon chemical potential, μ_{B}≤110 MeV) which contains the crossover transition range. In addition, for energies above 7.7 GeV, the measured proton κ_{n}, within uncertainties, does not support the two-component (Poisson+binomial) shape of proton number distributions that would be expected from a first-order phase transition. Taken in combination, the hyperorder proton number fluctuations suggest that the structure of QCD matter at high baryon density, μ_{B}∼750 MeV at sqrt[s_{NN}]=3 GeV is starkly different from those at vanishing μ_{B}∼24 MeV at sqrt[s_{NN}]=200 GeV and higher collision energies.
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Affiliation(s)
- B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Adamczyk
- AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
| | - J R Adams
- Ohio State University, Columbus, Ohio 43210
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | | | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - R Bellwied
- University of Houston, Houston, Texas 77204
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - J Bielcik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J Bielcikova
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | | | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - P Chaloupka
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - M Csanád
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | | | - T Galatyuk
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - W Guryn
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - S Harabasz
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | - H Harrison
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - S Heppelmann
- University of California, Davis, California 95616
| | - N Herrmann
- University of Heidelberg, Heidelberg 69120, Germany
| | - L Holub
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | | | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - A Jentsch
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - S Kagamaster
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - D Kalinkin
- Brookhaven National Laboratory, Upton, New York 11973
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | | | - D P Kikoła
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - B Kimelman
- University of California, Davis, California 95616
| | - D Kincses
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - I Kisel
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L K Kosarzewski
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Kramarik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Lauret
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - C Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - R Licenik
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - M A Lisa
- Ohio State University, Columbus, Ohio 43210
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - C Markert
- University of Texas, Austin, Texas 78712
| | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | | | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - A Mukherjee
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - A S Nunes
- Brookhaven National Laboratory, Upton, New York 11973
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - A Paul
- University of California, Riverside, California 92521
| | - B Pawlik
- Institute of Nuclear Physics PAN, Cracow 31-342, Poland
| | - D Pawlowska
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - C Perkins
- University of California, Berkeley, California 94720
| | - J Pluta
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - V Prozorova
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - M Przybycien
- AGH University of Science and Technology, FPACS, Cracow 30-059, Poland
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
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- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | - M Robotkova
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - J L Romero
- University of California, Davis, California 95616
| | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | | | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - F-J Seck
- Technische Universität Darmstadt, Darmstadt 64289, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
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- University of Science and Technology of China, Hefei, Anhui 230026
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- Fudan University, Shanghai, 200433
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- University of Jammu, Jammu 180001, India
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- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
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- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
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- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
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- Fudan University, Shanghai, 200433
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- University of Science and Technology of China, Hefei, Anhui 230026
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- Central China Normal University, Wuhan, Hubei 430079
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- Shandong University, Qingdao, Shandong 266237
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- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Purdue University, West Lafayette, Indiana 47907
- Ball State University, Muncie, Indiana, 47306
| | - N Smirnov
- Yale University, New Haven, Connecticut 06520
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- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A A P Suaide
- Universidade de São Paulo, São Paulo, Brazil 05314-970
| | - M Sumbera
- Nuclear Physics Institute of the CAS, Rez 250 68, Czech Republic
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - Z W Sweger
- University of California, Davis, California 95616
| | - P Szymanski
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Truhlar
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - B A Trzeciak
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Valparaiso University, Valparaiso, Indiana 46383
- Argonne National Laboratory, Argonne, Illinois 60439
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Vanek
- Brookhaven National Laboratory, Upton, New York 11973
| | - I Vassiliev
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - D Wielanek
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - R Witt
- United States Naval Academy, Annapolis, Maryland 21402
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- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - H Zbroszczyk
- Warsaw University of Technology, Warsaw 00-661, Poland
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Zhao M, Wang X, Kumar SA, Yao Y, Sun M. A Pharmacological Insight of Piperlongumine, Bioactive Validating Its Therapeutic Efficacy as a Drug to Treat Inflammatory Diseases. Russ J Bioorg Chem 2023. [DOI: 10.1134/s1068162023020243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
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Grahovac M, Spielvogel CP, Krajnc D, Ecsedi B, Traub-Weidinger T, Rasul S, Kluge K, Zhao M, Li X, Hacker M, Haug A, Papp L. Machine learning predictive performance evaluation of conventional and fuzzy radiomics in clinical cancer imaging cohorts. Eur J Nucl Med Mol Imaging 2023; 50:1607-1620. [PMID: 36738311 PMCID: PMC10119059 DOI: 10.1007/s00259-023-06127-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/25/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND Hybrid imaging became an instrumental part of medical imaging, particularly cancer imaging processes in clinical routine. To date, several radiomic and machine learning studies investigated the feasibility of in vivo tumor characterization with variable outcomes. This study aims to investigate the effect of recently proposed fuzzy radiomics and compare its predictive performance to conventional radiomics in cancer imaging cohorts. In addition, lesion vs. lesion+surrounding fuzzy and conventional radiomic analysis was conducted. METHODS Previously published 11C Methionine (MET) positron emission tomography (PET) glioma, 18F-FDG PET/computed tomography (CT) lung, and 68GA-PSMA-11 PET/magneto-resonance imaging (MRI) prostate cancer retrospective cohorts were included in the analysis to predict their respective clinical endpoints. Four delineation methods including manually defined reference binary (Ref-B), its smoothed, fuzzified version (Ref-F), as well as extended binary (Ext-B) and its fuzzified version (Ext-F) were incorporated to extract imaging biomarker standardization initiative (IBSI)-conform radiomic features from each cohort. Machine learning for the four delineation approaches was performed utilizing a Monte Carlo cross-validation scheme to estimate the predictive performance of the four delineation methods. RESULTS Reference fuzzy (Ref-F) delineation outperformed its binary delineation (Ref-B) counterpart in all cohorts within a volume range of 938-354987 mm3 with relative cross-validation area under the receiver operator characteristics curve (AUC) of +4.7-10.4. Compared to Ref-B, the highest AUC performance difference was observed by the Ref-F delineation in the glioma cohort (Ref-F: 0.74 vs. Ref-B: 0.70) and in the prostate cohort by Ref-F and Ext-F (Ref-F: 0.84, Ext-F: 0.86 vs. Ref-B: 0.80). In addition, fuzzy radiomics decreased feature redundancy by approx. 20%. CONCLUSIONS Fuzzy radiomics has the potential to increase predictive performance particularly in small lesion sizes compared to conventional binary radiomics in PET. We hypothesize that this effect is due to the ability of fuzzy radiomics to model partial volume effects and delineation uncertainties at small lesion boundaries. In addition, we consider that the lower redundancy of fuzzy radiomic features supports the identification of imaging biomarkers in future studies. Future studies shall consider systematically analyzing lesions and their surroundings with fuzzy and binary radiomics.
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Affiliation(s)
- M Grahovac
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - C P Spielvogel
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
- Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria
| | - D Krajnc
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, AT-1090, Vienna, Austria
| | - B Ecsedi
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, AT-1090, Vienna, Austria
| | - T Traub-Weidinger
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - S Rasul
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - K Kluge
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - M Zhao
- Department of Nuclear Medicine, Peking University Third Hospital, Beijing, People's Republic of China
| | - X Li
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - M Hacker
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - A Haug
- Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
- Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria
| | - Laszlo Papp
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, AT-1090, Vienna, Austria.
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Zhao M. [Greet the spring]. Zhonghua Kou Qiang Yi Xue Za Zhi 2023; 58:1-2. [PMID: 36642445 DOI: 10.3760/cma.j.cn112144-20221220-00626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- M Zhao
- Department of Prosthodontics, School of Stomatology, The Fourth Military Medical University & State Key Laboratory of Military Stomatology & National Clinical Research Center for Oral Diseases & Shaanxi Key Laboratory of Stomatology, Xi'an 710032, China
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Xiong NN, Shen RY, Wang Y, Zhao M, Wei Z, Zhang WX, Chen YJ, Ma Y, Ji WJ, Liang AM. [Development of parenting behavior scale for caregivers of children aged 2 to 6 years and analysis for its reliability and validity]. Zhonghua Yu Fang Yi Xue Za Zhi 2023; 57:58-62. [PMID: 36655259 DOI: 10.3760/cma.j.cn112150-20220208-00111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
To develop a caregiver parenting behavior scale for children aged 2 to 6 years, and to verify its reliability and validity. This study recruited 1 350 caregivers of children aged 2 to 6 years. The item discrimination analysis and exploratory factor analysis were used to analyze the structure, dimensions and items of the scale. Homogeneity reliability, split-half reliability and test-retest reliability were used to analyze the reliability of the scale. Content validity and construct validity were used to analyze the validity of the scale. The results showed that the final scale contained 7 dimensions and 45 items. Cronbach's α coefficient of the total scale was 0.945; the coefficient of split half was 0.899; the test-retest reliability analysis showed that the correlation coefficients between the two tests were 0.893 (total score), 0.854 (social), 0.832 (language), 0.871 (gross motor), 0.893 (fine motor), 0.862 (cognitive), 0.832 (self-care), and 0.872 (sensory). The content validity analysis was carried out by two rounds of expert argumentation using Delphi expert consultation method. The Kendall coefficient of the items score in two rounds of Delphi expert consultation was 0.813 (P<0.01). The structure validity analysis showed that there were significant correlations between each dimension and the total scale, also between each dimension of the scale, and the extracted average variance values of each dimension was greater than the correlation coefficients between this dimension and other dimensions. In conclusion, the reliability and validity of the scale are qualified. It can be used as a tool to evaluate and guide the parenting behavior of caregivers of children aged 2 to 6 years.
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Affiliation(s)
- N N Xiong
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - R Y Shen
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Y Wang
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - M Zhao
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Z Wei
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - W X Zhang
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Y J Chen
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Y Ma
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - W J Ji
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - A M Liang
- Children's Health Care Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
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Wang W, Gong Z, Zhao M, Zhang Z, Qiu Y, Jiang Q, Wu J. Hypoxemia in thoracoscopic lung resection surgery using a video double-lumen tube versus a conventional double-lumen tube: A propensity score-matched analysis. Front Surg 2023; 10:1090233. [PMID: 36874459 PMCID: PMC9982010 DOI: 10.3389/fsurg.2023.1090233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 01/16/2023] [Indexed: 02/19/2023] Open
Abstract
Background Malposition of the double-lumen tubes (DLTs) may lead to hypoxemia during one-lung ventilation (OLV). Video double-lumen tubes (VDLTs) enable continuous observation of DLT position and avoid displacement. We aimed to investigate whether VDLTs could reduce the incidence of hypoxemia during OLV compared with conventional double-lumen tubes (cDLT) in thoracoscopic lung resection surgery. Methods This was a retrospective cohort study. Adult patients who underwent elective thoracoscopic lung resection surgery and required VDLTs or cDLTs for OLV at Shanghai Chest Hospital from January 2019 to May 2021 were included. The primary outcome was the incidence of hypoxemia during OLV between VDLT and cDLT. Secondary outcomes included bronchoscopy use, the degree of PaO2 decline, and arterial blood gas indices. Results A total of 1,780 patients were finally analyzed in propensity score-matched cohorts (VDLT vs. cDLT 1:1 n = 890). The incidence of hypoxemia decreased from 6.5% (58/890) in cDLT group to 3.6% (32/890) in VDLT group (Relative Risk [RR]: 1.812, 95% CI: 1.19-2.76, p = 0.005). The use of bronchoscopy was reduced by 90% in VDLT group (VDLT 10.0% (89/890) vs. cDLT 100% (890/890), p < 0.001). PaO2 after OLV was 221 [136.0-325.0] mmHg in cDLT group compared to 234 [159.7-336.2] mmHg in VDLT group, p = 0.003. The percentage of PaO2 decline was 41.4 [15.4-61.9] % in cDLT group, while it was 37.7 [8.7-55.9] % in the VDLT group, p < 0.001. In patients who suffered from hypoxemia, there were no significant differences in arterial blood gas indices or the percentage of PaO2 decline. Conclusion VDLTs reduce the incidence of hypoxemia and the use of bronchoscopy during OLV compared with cDLTs. VDLT may be a feasible option for thoracoscopic surgery.
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Affiliation(s)
- Wei Wang
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Zhihao Gong
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Mingye Zhao
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Zuojing Zhang
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Yuwei Qiu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Qiliang Jiang
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Jingxiang Wu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
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Zhao M, Shao T, Chi Z, Tang W. Effectiveness and cost-effectiveness analysis of 11 treatment paths, seven first-line and three second-line treatments for Chinese patients with advanced wild-type squamous non-small cell lung cancer: A sequential model. Front Public Health 2023; 11:1051484. [PMID: 36908446 PMCID: PMC9999022 DOI: 10.3389/fpubh.2023.1051484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/08/2023] [Indexed: 02/26/2023] Open
Abstract
Background A total of 11 treatment sequences for advanced wild-type squamous non-small cell lung cancer are recommended by Chinese Society of Clinical Oncology Guidelines, consisting of seven first-line and three second-line treatments. Five of these treatments were newly approved in China between 2021 and 2022. We evaluated the effectiveness and cost-effectiveness of these strategies from the Chinese healthcare system perspective. Methods Network meta-analysis with non-proportional hazards was used to calculate the relative efficacy between interventions. A sequential model was developed to estimate costs and quality-adjusted life years (QALY) for treatment sequences with first-line platinum- and paclitaxel-based chemotherapy (SC) with or without nedaplatin, tislelizumab, camrelizumab, sintilimab, sugemalimab or pembrolizumab, followed by second-line docetaxel, tislelizumab or nivolumab. SC and docetaxel were used as comparators for first-line and second-line treatments, respectively. QALY and incremental cost-effectiveness ratio (ICER) were used to evaluate effectiveness and cost-effectiveness, respectively. Cost-effective threshold was set as USD 19,091. Subgroup analysis was conducted to determine the best first-line and second-line therapy. Results Pembrolizumab + SC, followed by docetaxel (PED) was the most effective treatment sequence. QALYs for patients received SC, nedaplatin + SC, tislelizumab + SC, sintilimab + SC, camrelizumab + SC, sugemalimab + SC, pembrolizumab + SC followed by docetaxel were 0.866, 0.906, 1.179, 1.266, 1.179, 1.266, 1.603, 1.721, 1.807; QALYs for SC, nedaplatin + SC followed by tislelizumab were 1.283, 1.301; QALYs for SC, nedaplatin + SC followed by nivolumab were 1.353, 1.389. Camrelizumab + SC, followed by docetaxel (CAD) was the most cost-effective. Compared to SC with or without nedaplatin, tislelizumab, or sintilimab followed by docetaxel, ICERs of CAD were USD 12,276, 13,210, 6,974, 9,421/QALY, respectively. Compared with nedaplatin or SC followed by tislelizumab, the ICERs of CAD were USD 4,183, 2,804/QALY; CAD was dominant compared with nedaplatin or SC followed by nivolumab; The ICER of sugemalimab + SC followed by docetaxel and PED were USD 522,023, 481,639/QALY compared with CAD. Pembrolizumab + SC and camrelizumab + SC were the most effective and cost-effective first-line options, respectively; tislelizumab was the most effective and cost-effective second-line therapy. Tislelizumab used in second-line was more effective than first-line, no significant differences between their cost-effectiveness. Sensitivity and scenario analysis confirmed robustness of the results. Conclusions PED and CAD are the most effective and cost-effective treatment sequence, respectively; pembrolizumab + SC and camrelizumab + SC are the most effective and cost-effective first-line choice, respectively; tislelizumab is the most effective and cost-effective second-line choice.
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Affiliation(s)
- Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Taihang Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Zhuoyuan Chi
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
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Shao T, Zhao M, Tang W. Cost-effectiveness analysis of sintilimab vs. placebo in combination with chemotherapy as first-line therapy for local advanced or metastatic oesophageal squamous cell carcinoma. Front Oncol 2022; 12:953671. [PMID: 36561521 PMCID: PMC9763586 DOI: 10.3389/fonc.2022.953671] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022] Open
Abstract
Objective Results of Orient 15 indicated the health benefits to patients with local advanced or metastatic oesophageal squamous cell carcinoma (OSCC). This study aimed to evaluate the cost-effectiveness of sintilimab plus chemotherapy in treating OSCC from the perspective of Chinese healthcare system. Methods A partitioned survival model was constructed to evaluate the cost-effectiveness of sintilimab plus chemotherapy vs. chemotherapy in treating OSCC. Baseline characteristics of patients and key clinical data were extracted from Orient 15. Costs and utilities were collected from published studies and open-access databases. Costs, quality-adjusted life-years (QALYs), life-years gained, and incremental cost-effectiveness ratios (ICER) were chosen as economic outcome indicators. We also performed sensitivity analyses and subgroup analyses to verify the stability of results. Results Combination therapy provided additional 0.84 QALYs and 1.46 life-years with an incremental cost of $25,565.48 than chemotherapy, which had an ICER of $30,409.44 per QALY. The probabilistic sensitivity analysis indicated that combination therapy had a 98.8% probability of cost-effectiveness at the willingness-to-pay threshold (WTP) of $38,184 per QALY. Deterministic sensitivity analysis showed that model outcomes were sensitive to the utilities of progression-free survival and progression disease. The subgroup analysis revealed that combination therapy was cost-effective in patients with high expression of PD-L1 and several specific subgroups. Conclusion In this economic evaluation, sintilimab plus chemotherapy was likely to be cost-effective compared with chemotherapy in the first-line therapy of advanced OSCC from the perspective of Chinese healthcare system. Our findings may provide evidence for clinicians to make optimal decisions in clinical practice and for decision-makers to evaluate the cost-effectiveness of sintilimab.
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Affiliation(s)
- Taihang Shao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Mingye Zhao
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Wenxi Tang
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China,Department of Public Affairs Management, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China,*Correspondence: Wenxi Tang,
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