Analysis of the Ensemble and Polynomial Chaos Kalman Filters in Bayesian Inverse Problems

Oliver G. Ernst, Björn Sprungk, Hans-Jörg Starkloff

We analyze the Ensemble and Polynomial Chaos Kalman filters applied to nonlinear stationary Bayesian inverse problems. In a sequential data assimilation setting such stationary pro…