A physics-constrained deep learning model for simulating multiphase flow in 3D heterogeneous porous media
Bicheng Yan, D. R. Harp, Bailian Chen, Rajesh Pawar
Topics & Concepts
Multiphase flowPorous mediumComputer scienceEnhanced oil recoveryDeep learningReservoir computingConvolutional neural networkNonlinear systemFlow (mathematics)Reservoir simulationArtificial intelligenceFluid dynamicsArtificial neural networkMechanicsPorosityPetroleum engineeringPhysicsGeologyGeotechnical engineeringRecurrent neural networkQuantum mechanicsEnhanced Oil Recovery TechniquesCO2 Sequestration and Geologic InteractionsReservoir Engineering and Simulation Methods