Deep learning of first-order nonlinear hyperbolic conservation law solvers
Victor Morand, Nils Müller, Ryan Weightman, Benedetto Piccoli, Alexander Keimer, Alexandre M. Bayen
Topics & Concepts
Finite volume methodConservation lawScalar (mathematics)MathematicsNonlinear systemApplied mathematicsPiecewiseParametrization (atmospheric modeling)Flux (metallurgy)Function (biology)Mathematical optimizationMathematical analysisPhysicsGeometryMechanicsEvolutionary biologyMaterials scienceBiologyRadiative transferQuantum mechanicsMetallurgyFluid Dynamics and Turbulent FlowsModel Reduction and Neural NetworksComputational Fluid Dynamics and Aerodynamics