Variational Autoencoders for At-Source Data Reduction and Anomaly Detection in High Energy Particle Detectors

Alexander Yue, Haoyi Jia, Julia Gonski

Detectors in next-generation high-energy physics experiments face several daunting requirements, such as high data rates, damaging radiation exposure, and stringent constraints on…