Convolutional Neural Networks for Shower Energy Prediction in Liquid Argon Time Projection Chambers

Kiara Carloni, Nicholas W. Kamp, Austin Schneider +1

When electrons with energies of $O(100)$ MeV pass through a liquid argon time projection chamber (LArTPC), they deposit energy in the form of electromagnetic showers. Methods to re…