Optimal Estimation and Uncertainty Quantification for Stochastic Inverse Problems via Variational Bayesian Methods

Ruibiao Song, Liying Zhang

The Bayesian inversion method demonstrates significant potential for solving inverse problems, enabling both point estimation and uncertainty quantification (UQ). However, Bayesian…