Neural Galerkin schemes with active learning for high-dimensional evolution equations
Joan Bruna, Benjamin Peherstorfer, Eric Vanden‐Eijnden
Topics & Concepts
Galerkin methodArtificial neural networkComputer scienceDeep learningPartial differential equationArtificial intelligenceApplied mathematicsFunction (biology)AlgorithmMathematicsMathematical optimizationFinite element methodMathematical analysisPhysicsBiologyEvolutionary biologyThermodynamicsModel Reduction and Neural NetworksNumerical methods for differential equationsElectromagnetic Simulation and Numerical Methods