Valentina Martinelli

Time-Series Deep Learning Anomaly Detection for Particle Accelerators

2023 · IFAC-PapersOnLine

High energy particle accelerators rely on superconducting radio frequency cavities to transfer energy and accelerate the beam. Such particle accelerators are complex and expensive systems prone to failures which lead to downtime of the whole …