Data-Driven Gradient Optimization for Field Emission Management in a Superconducting Radio-Frequency Linac

S Goldenberg, K Ahammed, A Carpenter, J Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Field emission can cause significant problems in superconducting radio-frequency linear
accelerators (linacs). When cavity gradients are pushed higher, radiation levels within the …

SRF cavity fault prediction using deep learning at Jefferson Lab

M Rahman, K Iftekharuddin, A Carpenter, C Tennant - 2024 - osti.gov
In this study, we present a deep learning-based pipeline for predicting superconducting
radio-frequency (SRF) cavity faults in the Continuous Electron Beam Accelera-tor Facility …