GoRINNs: Godunov-Riemann informed neural networks for learning hyperbolic conservation laws
Dimitrios G. Patsatzis, Mario di Bernardo, Lucia Russo, Constantinos Siettos
Topics & Concepts
Conservation lawGodunov's schemeRiemann hypothesisRiemann problemHyperbolic partial differential equationMathematicsArtificial neural networkApplied mathematicsMathematical analysisComputer scienceArtificial intelligencePartial differential equationNumerical analysisModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsComputational Fluid Dynamics and Aerodynamics