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Assessment of few-hits machine learning classification algorithms for low energy physics in liquid argon detectors

The physics potential of massive liquid argon TPCs in the low-energy regime is still to be fully reaped because few-hits events encode information that can hardly be exploited by conventional classification algorithms. Machine learning (ML) techniques give their best in these types of classification...

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Detalles Bibliográficos
Autores principales: Biassoni, Matteo, Giachero, Andrea, Grossi, Michele, Guffanti, Daniele, Labranca, Danilo, Moretti, Roberto, Rossi, Marco, Terranova, Francesco, Vallecorsa, Sofia
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2861063