What Machine Learning Can Do for Focusing Aerogel Detectors
This paper presents machine learning-inspired approaches, adapted from computer vision, to filter ambient background hits in the Focusing Aerogel Ring Imaging CHerenkov (FARICH) detector at the Super Charm-Tau factory, thereby reducing data flow and improving particle velocity resolution.