Litcius/Paper detail

Meta-learning PINN loss functions

Apostolos F. Psaros, Kenji Kawaguchi, George Em Karniadakis

2022Journal of Computational Physics124 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceRegularization (linguistics)Artificial intelligenceMeta learning (computer science)Function (biology)Task (project management)Parametrization (atmospheric modeling)Artificial neural networkMachine learningEconomicsRadiative transferQuantum mechanicsPhysicsEvolutionary biologyManagementBiologyModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows
Meta-learning PINN loss functions | Litcius