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…