22 citations · 41 across the 4 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
physics.ins-det2021
Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of Machine Learning
B. S. González, R. Conceição, M. Pimenta +2
This paper presents several approaches to deal with the problem of identifying muons in a water Cherenkov detector with a reduced water volume and 4 PMTs. Different perspectives of…
physics.ins-det2021★ 22 cited
Muon identification in a compact single-layered water Cherenkov detector and gamma/hadron discrimination using Machine Learning techniques
R. Conceição, B. S. González, A. Guillén +2
The muon tagging is an essential tool to distinguish between gamma and hadron-induced showers in wide field-of-view gamma-ray observatories. In this work, it is shown that an effic…