3rd ICFA Beam Dynamics Mini-Workshop on Machine Learning Applications for Particle Accelerators (Chicago, IL - Palmer House Hilton)

Session

Prognostics (Session Moderator: Verena Kain, CERN)

2 Nov 2022, 13:25

Chicago, IL

Contribution list Timetable

88. SRF Cavity Fault Classification and Prediction at Jefferson Lab

Chris Tennant (Jefferson Laboratory)

02/11/2022, 13:25

89. Beam-Based RF Station Fault Identification at the Linac Coherent Light Source

Ryan Humble (Stanford)

02/11/2022, 13:50

90. Status of Data-Driven Bea Trajectory Anomaly Detection

Antonin Sulc (MCS (MCS Fachgruppe 4))

02/11/2022, 14:15

91. Disentangling Beam Losses in the Fermilab Main Injector Enclosure Using Real-time Edge AI

Kyle Hazelwood (FNAL)

02/11/2022, 14:40

92. Uncertainty Aware Anomaly Detection to Predict Errant Beam Pulses and GradCAM Analysis

Kishansingh Rajput (Jefferson Lab)

02/11/2022, 15:35