Deep Adaptive Dimension Reduction for Bayesian Inference in Inverse Problems

Yueyang Wang, Xili Wang, Kejun Tang +3

Solving high-dimensional PDE-governed inverse problems is often challenging due to complex non-Gaussian posterior distributions, expensive forward model evaluations, and misspecifi…