Electron-Hadron shower discrimination in a liquid argon time projection chamber
J.J. Back, G.J. Barker, A.J. Bennieston, S.B. Boyd, B. Morgan, Y.A., Ramachers
TL;DR
This paper introduces an efficient algorithm for distinguishing electron and hadron showers in liquid argon time projection chambers, utilizing structural differences and validated through simulated data.
Contribution
It presents a novel multivariate analysis method for electron-hadron discrimination in liquid argon TPCs, validated with Geant4 simulations.
Findings
High discrimination efficiency demonstrated in simulations
Structural differences effectively distinguish electromagnetic and hadronic showers
Algorithm improves particle identification accuracy
Abstract
By exploiting structural differences between electromagnetic and hadronic showers in a multivariate analysis we present an efficient Electron-Hadron discrimination algorithm for liquid argon time projection chambers, validated using Geant4 simulated data.
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