Physics and equality constrained artificial neural networks: Application to forward and inverse problems with multi-fidelity data fusion
Shamsulhaq Basir, Inanc Senocak
Topics & Concepts
Inverse problemArtificial neural networkFidelityPartial differential equationResidualComputer scienceFunction (biology)Mathematical optimizationBoundary value problemBoundary (topology)Artificial intelligenceApplied mathematicsMathematicsAlgorithmMathematical analysisBiologyEvolutionary biologyTelecommunicationsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows