Improvement of machine learning-based vertex reconstruction for large liquid scintillator detectors with multiple types of PMTs

The precise vertex reconstruction for large liquid scintillator detectors is essential. A novel machine learning-based method was successfully developed to reconstruct an event vertex in JUNO. In this study, the performance of machine learning-based vertex reconstruction was further improved by opti...

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Veröffentlicht in:	Nuclear science and techniques 2022-07, Vol.33 (7), p.133-142, Article 93
Hauptverfasser:	Li, Zi-Yuan, Qian, Zhen, He, Jie-Han, He, Wei, Wu, Cheng-Xin, Cai, Xun-Ye, You, Zheng-Yun, Zhang, Yu-Mei, Luo, Wu-Ming
Format:	Artikel
Sprache:	eng
Schlagworte:	Beam Physics Nuclear Energy Particle Acceleration and Detection Particle and Nuclear Physics Physics Physics and Astronomy
Online-Zugang:	Volltext
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