detalle del documento
IDENTIFICACIÓN
oai:arXiv.org:2409.11093
Tema
High Energy Physics - Experiment Astrophysics - High Energy Astroph...Autor
Conceição, R. Guillén, A. González, B. S. Pimenta, M. Tomé, B.Categoría
ciencias: astrofísica
Año
2024
fecha de cotización
25/9/2024
Palabras clave
energy gamma/hadron discriminationResumen
Gamma/hadron discrimination in ground-based gamma-ray observatories at the GeV energy range is challenging as traditional muon-based methods become less effective at lower energies.
This work explores a novel gamma/hadron discrimination method for Extensive Air Shower arrays that analyzes the shower signal footprint patterns using advanced Vision Transformer (ViT) models.
The robustness of this method against noise, including atmospheric muons and low-energy proton showers, demonstrates its potential for application in future gamma-ray observatories.
;Comment: 7 pages, 8 figures
Conceição, R.,Guillén, A.,González, B. S.,Pimenta, M.,Tomé, B., 2024, Gamma/hadron discrimination through the analysis of the shower footprint at low energies
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