Anomaly Detection for High Energy Physics (AD4HEP) Workshop

Session

TBD

Not scheduled

Nevis Science Center (Columbia University, Nevis Laboratories)

6. Real-time anomaly detection on Liquid Argon Time Projection Chamber wire data

Seokju Chung (Columbia University)

Early Career Lightning Talk

Real-time anomaly triggers based on autoencoders have been successfully demonstrated at the CMS experiment, including CICADA (operating on raw calorimeter data from ECAL and HCAL) and AXOL1TL (operating on trigger-level reconstructed objects such as electrons, taus, and jets). Motivated by the CICADA project, we explore the feasibility of applying similar techniques to raw wire data, which...

7. TBD