Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection
Didier Lucor, Atul Agrawal, Anne Sergent
Topics & Concepts
DiscretizationComputer scienceTurbulenceRegularization (linguistics)Artificial neural networkUnobservableComputational fluid dynamicsFluid dynamicsFlow (mathematics)Function (biology)Mathematical optimizationAlgorithmApplied mathematicsStatistical physicsArtificial intelligencePhysicsMathematicsMechanicsMathematical analysisEconometricsBiologyEvolutionary biologyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics