Machine learning based particle identification in CsI(Tl) detectors: fuzzy clustering and support vector machine

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.