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Physics-Informed Sampling Scheme for Efficient Well Placement Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Well placement optimization is a crucial task in terms of oil and gas recovery and economics in the field development plan. It poses significant challenges due to the multitude of local optima, which demand massive ...
Fast and Reliable History Matching of Channel Reservoirs Using Initial Models Selected by Streamline and Deep Learning
Publisher: The American Society of Mechanical Engineers (ASME)
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 ...