Reduced-order modeling for nonlinear Bayesian statistical inverse problems

Howard C. Elman, Akwum Onwunta

Bayesian statistical inverse problems are often solved with Markov chain Monte Carlo (MCMC)-type schemes. When the problems are governed by large-scale discrete nonlinear partial d…