A gradient-based deep neural network model for simulating multiphase flow in porous media
Bicheng Yan, D. R. Harp, Bailian Chen, Hussein Hoteit, Rajesh Pawar
Topics & Concepts
DiscretizationNonlinear systemMultiphase flowPorous mediumFluid dynamicsPartial differential equationComputer scienceArtificial neural networkFlow (mathematics)Computational scienceArtificial intelligenceApplied mathematicsGeophysicsGeologyMechanicsGeotechnical engineeringMathematicsPhysicsPorosityMathematical analysisQuantum mechanicsSeismic Imaging and Inversion TechniquesCO2 Sequestration and Geologic InteractionsHydraulic Fracturing and Reservoir Analysis