Enhancing anomaly detection with topology-aware autoencoders

Vishal S. Ngairangbam, Błażej Rozwoda, Kazuki Sakurai +1

Anomaly detection in high-energy physics is essential for identifying new physics beyond the Standard Model. Autoencoders provide a signal-agnostic approach but are limited by the…