Surrogate modeling for porous flow using deep neural networks
Luhang Shen, Daolun Li, Wenshu Zha, Xiang Li, Xuliang Liu
Topics & Concepts
DiscretizationPartial differential equationLinearizationNonlinear systemArtificial neural networkResidualComputer scienceBoundary value problemApplied mathematicsOrdinary differential equationMethod of mean weighted residualsMathematical optimizationAlgorithmDifferential equationMathematicsArtificial intelligenceMathematical analysisGalerkin methodQuantum mechanicsPhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows