most citedAgentic Artificial Intelligence for Multistage Physics Experiments at a Large-Scale User Facility Particle Accelerator

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cs.LG2025

Unsupervised Anomaly Detection in ALS EPICS Event Logs

Antonin Sulc, Thorsten Hellert, Steven Hunt

This paper introduces an automated fault analysis framework for the Advanced Light Source (ALS) that processes real-time event logs from its EPICS control system. By treating log e…