Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
Amirhossein Arzani, Kevin W. Cassel, Roshan M. D’Souza
Topics & Concepts
Singular perturbationArtificial neural networkBoundary value problemBoundary layerParametric statisticsComputer scienceApplied mathematicsMathematicsMathematical optimizationStatistical physicsPhysicsMathematical analysisArtificial intelligenceStatisticsThermodynamicsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows