A deep learning based surrogate model for reservoir dynamic performance prediction
Sen Wang, Jie Xiang, Xiao Wang, Qihong Feng, Yong Yang, Xiaopeng Cao, Lei Hou
Topics & Concepts
Reservoir simulationComputer scienceComputer simulationDimension (graph theory)Deep learningSurrogate modelReservoir modelingReservoir computingReservoir engineeringOil productionPermeability (electromagnetism)Artificial intelligenceEnhanced oil recoverySaturation (graph theory)Petroleum engineeringArtificial neural networkMachine learningSimulationGeologyPetroleumMathematicsRecurrent neural networkBiologyPure mathematicsGeneticsPaleontologyCombinatoricsMembraneReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques