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Active learning based sampling for high-dimensional nonlinear partial differential equations

Wenhan Gao, Chunmei Wang

2022Journal of Computational Physics50 citationsDOI

Topics & Concepts

ResidualConvergence (economics)Nonlinear systemSampling (signal processing)Partial differential equationArtificial intelligenceComputer scienceActive learning (machine learning)AlgorithmMathematicsProcess (computing)Least-squares function approximationApplied mathematicsMathematical optimizationStatisticsMathematical analysisOperating systemQuantum mechanicsFilter (signal processing)EconomicsPhysicsEconomic growthEstimatorComputer visionModel Reduction and Neural NetworksMachine Learning and AlgorithmsReservoir Engineering and Simulation Methods
Active learning based sampling for high-dimensional nonlinear partial differential equations | Litcius