Emulation of Higher-Order Tensors in Manifold Monte Carlo Methods for Bayesian Inverse Problems

Shiwei Lan, Tan Bui-Thanh, Mike Christie +1

The Bayesian approach to Inverse Problems relies predominantly on Markov Chain Monte Carlo methods for posterior inference. The typical nonlinear concentration of posterior measure…