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Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks

Lukas Schwander, Deep Ray, Jan S. Hesthaven

2021Journal of Computational Physics31 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkNonlinear systemConservation lawViscosityEstimatorSpectral methodContext (archaeology)Euler equationsFourier transformMathematicsEuler's formulaEntropy (arrow of time)Applied mathematicsComputer scienceMathematical analysisPhysicsArtificial intelligenceQuantum mechanicsStatisticsBiologyPaleontologyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsComputational Fluid Dynamics and Aerodynamics
Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks | Litcius