research
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07/05/2023
Distance Preserving Machine Learning for Uncertainty Aware Accelerator Capacitance Predictions
Providing accurate uncertainty estimations is essential for producing re...
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04/20/2023
Multi-module based CVAE to predict HVCM faults in the SNS accelerator
We present a multi-module framework based on Conditional Variational Aut...
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10/22/2021
Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator
High-power particle accelerators are complex machines with thousands of ...
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04/28/2021