1 citations · 1 across the 4 of their papers we have counts for
4 papers
Hydra: Computer Vision for Data Quality Monitoring
Thomas Britton, Torri Jeske, David Lawrence +1
Hydra is a system which utilizes computer vision to perform near real time data quality management, initially developed for Hall-D in 2019. Since then, it has been deployed across…
Evaluating DTW Measures via a Synthesis Framework for Time-Series Data
Kishansingh Rajput, Duong Binh Nguyen, Guoning Chen
Time-series data originate from various applications that describe specific observations or quantities of interest over time. Their analysis often involves the comparison across di…
Uncertainty Aware Deep Learning for Particle Accelerators
Kishansingh Rajput, Malachi Schram, Karthik Somayaji
Standard deep learning models for classification and regression applications are ideal for capturing complex system dynamics. However, their predictions can be arbitrarily inaccura…
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…