Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator

no code implementations • 22 Oct 2021 • Willem Blokland, Pradeep Ramuhalli, Charles Peters, Yigit Yucesan, Alexander Zhukov, Malachi Schram, Kishansingh Rajput, Torri Jeske

In order to improve the day-to-dayoperations and maximize the delivery of the science, new analytical techniques are being exploredfor anomaly detection, classification, and prognostications.

Anomaly Detection BIG-bench Machine Learning