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

1 code implementation • 16 May 2023 • Roberto Moretti, Marco Rossi, Matteo Biassoni, Andrea Giachero, Michele Grossi, Daniele Guffanti, Danilo Labranca, Francesco Terranova, Sofia Vallecorsa

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.

Classification