Abstract: Ensemble-based methods involve using multiple models for model calibration to correct initial models based on observed data. The assimilated ensemble models allow probabilistic analysis of future production behaviors. It ...

Abstract: Ensemble Kalman filter is typically utilized to characterize reservoirs with high uncertainty. However, it requires a large number of reservoir models for stable and reliable update of its members, resulting in high ...