f Ensemble Based Methods for Uncertainty Quantification and Decision Support in Reservoir Management

In this talk, various ensemble-based data assimilation methods are reviewed and compared, different techniques for improving the performance of the ensemble-based methods are introduced, and the use of an ensemble of calibrated models for decision making is discussed.