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

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

22 October 2021

Pradeep Ramuhalli

Yigit Yucesan

Alexander Zhukov

Kishansingh Rajput

Torri Jeske

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

5 / 5 papers shown

Title
Anomaly Detection of Particle Orbit in Accelerator using LSTM Deep Learning Technology Zhiyuan Chen Wei Lu Radhika Bhong Yimin Hu Brian Freeman Adam Carpenter 14 1 0 28 Jan 2024
Uncertainty Aware Deep Learning for Particle Accelerators Kishansingh Rajput Malachi Schram Karthik Somayaji 9 2 0 25 Sep 2023
Multi-module based CVAE to predict HVCM faults in the SNS accelerator Yasir Alanazi M. Schram Kishansingh Rajput S. Goldenberg Lasitha Vidyaratne C. Pappas M. Radaideh Dawei Lu Pradeep Ramuhalli Sarah Cousineau 10 2 0 20 Apr 2023
Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning M. Radaideh C. Pappas M. Wezensky Pradeep Ramuhalli Sarah Cousineau 21 2 0 30 Sep 2022
Machine Learning in Nuclear Physics A. Boehnlein M. Diefenthaler C. Fanelli M. Hjorth-Jensen T. Horn ... M. Schram A. Scheinker Michael S. Smith Xin-Nian Wang Veronique Ziegler AI4CE 29 41 0 04 Dec 2021