447 citations · 449 across the 3 of their papers we have counts for
3 papers
math.OC2013
The regularizing Levenberg-Marquardt scheme for history matching of petroleum reservoirs,
Marco Iglesias, Clint Dawson
In this paper we study a history matching approach that consists of finding stable approximations to the problem of minimizing the weighted least-squares functional that penalizes…
stat.AP2012★ 2 cited
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…
math.OC2012★ 447 cited
The Ensemble Kalman Filter for Inverse Problems
Marco A. Iglesias, Kody J. H. Law, Andrew M. Stuart
The Ensemble Kalman filter (EnKF) was introduced by Evensen in 1994 [10] as a novel method for data assimilation: state estimation for noisily observed time-dependent problems. Sin…