Comparing the Adaptive Gaussian Mixture Filter with the Ensemble Kalman Filter

摘要

Over the last years the ensemble Kalman filter (EnKF) and related versions have become a very popular tool for reservoir characterization. The EnKF presents the history matching result and uncertainty in terms of an ensemble of models generated from a prior model and updated sequentially in time to account for the measurements.