Xenon Signal Denoising via Supervised, Semi-Supervised, and Unsupervised Models

Grant Kendrick Parker, Jason Brodsky, Indra Chakraborty

This study presents a denoising algorithm trained using machine learning to improve the energy resolution of a single-phase liquid xenon time projection chamber for neutrinoless do…