Evaluation of Gaussian approximations for data assimilation in reservoir models

Marco A. Iglesias, Kody J. H. Law, Andrew M. Stuart

In this paper we propose to numerically assess the performance of standard Gaussian approximations to probe the posterior distribution that arises from Bayesian data assimilation i…