Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks

Shiwei Lan, Shuyi Li, Babak Shahbaba

Due to the importance of uncertainty quantification (UQ), Bayesian approach to inverse problems has recently gained popularity in applied mathematics, physics, and engineering. How…