A mixed pressure-velocity formulation to model flow in heterogeneous porous media with physics-informed neural networks
François Lehmann, Marwan Fahs, Ali Alhubail, Hussein Hoteit
Topics & Concepts
Porous mediumArtificial neural networkHydraulic conductivityDarcy's lawFlow velocityFlow (mathematics)Convergence (economics)Fluid dynamicsFinite element methodApplied mathematicsComputer scienceMechanicsMathematicsMathematical optimizationPhysicsGeologyArtificial intelligenceGeotechnical engineeringPorosityThermodynamicsEconomic growthSoil waterSoil scienceEconomicsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows