2 papers
cs.LG2023
Multi-module based CVAE to predict HVCM faults in the SNS accelerator
Yasir Alanazi, Malachi Schram, Kishansingh Rajput +7
We present a multi-module framework based on Conditional Variational Autoencoder (CVAE) to detect anomalies in the power signals coming from multiple High Voltage Converter Modulat…
physics.acc-ph2022
Measurements of the five-dimensional phase space distribution of an intense ion beam
Austin Hoover, Kiersten Ruisard, Alexander Aleksandrov +2
No simulation of intense beam transport has accurately reproduced measurements at the level of beam halo. One potential explanation of this discrepancy is a lack of knowledge of th…