ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks
Ying Da Wang, Traiwit Chung, Ryan T. Armstrong, Peyman Mostaghimi
Topics & Concepts
HydrogeologyPorous mediumFluid dynamicsComputer scienceFlow (mathematics)MechanicsComputationGeothermal gradientFlow velocityConvolutional neural networkPermeability (electromagnetism)Steady state (chemistry)AlgorithmSimulationGeologyPorosityGeotechnical engineeringArtificial intelligenceGeophysicsPhysicsChemistryPhysical chemistryBiochemistryMembraneHydraulic Fracturing and Reservoir AnalysisGroundwater flow and contamination studiesEnhanced Oil Recovery Techniques