Simulation study of muon localization based on the LSTM regression algorithm

Simulation study of muon localization based on the LSTM regression algorithm

BackgroundFacilitating object imaging through the utilization of cosmic-ray muons mandates the precise delineation of muon trajectories, where the pinpoint localization of muon impact points assumes paramount importance for effective muon track reconstruction. Existing muon track detection systems n...

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Bibliographic Details
Main Authors: ZHANG Haifeng, LUO Siyuan, LIU Xiangman, HE Lie, XIAO Wancheng, YIN Longxiang, WANG Ke, ZOU Yuchen, LIU Yuchen, WANG Xiaodong
Format: Article
Language:zho
Published: Science Press 2025-02-01
Series:He jishu
Subjects:
muon detector
long short-term memory algorithm
silicon photomultipliers
muon localization
Online Access:http://www.hjs.sinap.ac.cn/zh/article/doi/10.11889/j.0253-3219.2025.hjs.48.230485/
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