Fast evaluation of pressure and saturation predictions with a deep learning surrogate flow model
Eduardo Maldonado-Cruz, Michael J. Pyrcz
Topics & Concepts
Reservoir simulationPetrophysicsReservoir engineeringSubsurface flowUncertainty quantificationFlow (mathematics)Computer scienceSurrogate modelWorkflowReservoir modelingMultiphase flowPetroleum engineeringMachine learningGeologyGeotechnical engineeringGroundwaterPorosityMathematicsGeometryPhysicsQuantum mechanicsPaleontologyDatabasePetroleumReservoir Engineering and Simulation MethodsEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir Analysis