Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries
Ali Kashefi, Tapan Mukerji
Topics & Concepts
SolverArtificial neural networkDomain (mathematical analysis)Function (biology)Flow (mathematics)Set (abstract data type)Computer sciencePartial differential equationCompressibilityBoundary (topology)Deep learningApplied mathematicsMathematical optimizationArtificial intelligenceGeometryMathematicsPhysicsMathematical analysisMechanicsProgramming languageEvolutionary biologyBiologyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsComputational Fluid Dynamics and Aerodynamics