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An exploratory study on machine learning to couple numerical solutions of partial differential equations

Hansong Tang, Long Li, Michael Grossberg, Yingjie Liu, Yunhuan Jia, Shirong Li, W.B. Dong

2021Communications in Nonlinear Science and Numerical Simulation12 citationsDOIOpen Access PDF

Topics & Concepts

Partial differential equationComputer scienceComputationNumerical partial differential equationsArtificial neural networkCoupling (piping)Applied mathematicsMathematical optimizationArtificial intelligenceAlgorithmMathematicsMathematical analysisMechanical engineeringEngineeringModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsNumerical methods for differential equations
An exploratory study on machine learning to couple numerical solutions of partial differential equations | Litcius