Identification of proton and gamma in LHAASO-KM2A simulation data with deep learning algorithms

Identification of proton and gamma plays an essential role in ultra-high energy gamma-ray astronomy with LHAASO-KM2A. In this work, two neural networks (deep neural networks (DNN) and graph neural networks (GNN)) are applied to distinguish proton and gamma in the LHAASOKM2A simulation data. The rece...

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Bibliographic Details
Main Author: Zhang F.
Other Authors: Mahidol University
Format: Conference or Workshop Item
Published: 2023
Subjects:
Online Access:https://repository.li.mahidol.ac.th/handle/123456789/86591
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Institution: Mahidol University