Constraint-aware neural networks for Riemann problems
Jim Magiera, Deep Ray, Jan S. Hesthaven, Christian Rohde
Topics & Concepts
Euler equationsContext (archaeology)DiscretizationArtificial neural networkNonlinear systemRiemann solverApplied mathematicsConstraint (computer-aided design)Compressible flowRiemann problemComputer scienceMathematical optimizationFlow (mathematics)Euler's formulaCompressibilityMathematicsRiemann hypothesisMathematical analysisArtificial intelligencePhysicsFinite volume methodGeometryQuantum mechanicsPaleontologyBiologyThermodynamicsMechanicsModel Reduction and Neural NetworksReservoir Engineering and Simulation MethodsFluid Dynamics and Turbulent Flows