Coupling parameter and particle dynamics for adaptive sampling in Neural Galerkin schemes
Yuxiao Wen, Eric Vanden‐Eijnden, Benjamin Peherstorfer
Topics & Concepts
EstimatorNonlinear systemGalerkin methodCoupling (piping)ResidualArtificial neural networkVariance (accounting)Applied mathematicsPartial differential equationSampling (signal processing)Statistical physicsAdaptive samplingMathematicsComputer scienceMathematical optimizationAlgorithmPhysicsMathematical analysisArtificial intelligenceMonte Carlo methodStatisticsFilter (signal processing)Computer visionQuantum mechanicsMechanical engineeringAccountingEngineeringBusinessModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesAdvanced Numerical Methods in Computational Mathematics