PE 8023 - Assisted History Matching

Overview of LBFGS and other optimization methods. Data assimilation in a Bayesian framework using randomized maximum likelihood and Bayesian updating methods including the ensemble Kalman filter for generating plausible reservoir descriptions and assessing the uncertainty in reservoir description and performance predictions. Prerequisites: PE 7133 and PE 7043; Corequisties: PE 7073 or MATH 7053.