2026-10-14T07:48:12Z https://www.scidb.cn/oai

10.57760/sciencedb.j00186.00935 2026-04-21T13:20:00Z

2026-04-21 Machine learning based particle identification in CsI(Tl) detectors: fuzzy clustering and support vector machine doi:10.57760/sciencedb.j00186.00935 en In the fusion evaporation reaction experiment 9Be + 186Re conducted at the Institute of Modern Physics, the obtained experimental data was used for the subsequent analysis, including data preprocessing, the conventional fitting method, machine learning algorithms and discussion on the reliability of machine learning approaches. CsI(Tl); particle identification; fuzzy clustering; support vector machine Jun-Hong Xu Fang Yongde Wang Sicheng Ding Bing Eiji Ideguchi M. Kumar Raju M.P. carpenter Xu-Yang Wang Hong-Yi Wu Wei Hua Jian-Hong Li Zi-Hao Jia Wen Liang Song Guo Guang-Shun Li Yun-Hua Qiang Min-Liang Liu Wen-Qiang Zhang Chen-Xu Jia Ruo-Fu Chen Jie Chen Yun Zheng Cong-Bo Li Xiao-Guang Wu Min Zheng Zi-Hao Zhao Yun-Qiu Li Jin-Ze Li Rui Hong Zi-Yang He Tian-Xiao Li C. M. Petrache Xiao-Hong Zhou Zai-Guo Gan Yu-Hu Zhang RESTRICTED dataset Science Data Bank