Pulse shape discrimination in an organic scintillation phoswich detector using machine learning techniques

Pulse shape discrimination in an organic scintillation phoswich detector using machine learning techniques

We developed machine learning algorithms for distinguishing scintillation signals from a plastic-liquid coupled detector known as a phoswich. The challenge lies in discriminating signals from organic scintillators with similar shapes and short decay times. Using a single-readout phoswich detector, w...

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Bibliographic Details
Main Authors: Yujin Lee, Jinyoung Kim, Byoung-cheol Koh, Young Soo Yoon, Chang Hyon Ha
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Physics
Subjects:
phoswich
organic scintillator
gamma spectroscopy
dark matter
pulse shape discrimination
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2024.1361608/full

Internet

https://www.frontiersin.org/articles/10.3389/fphy.2024.1361608/full

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