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Automatic boundary fitting framework of boundary dependent physics-informed neural network solving partial differential equation with complex boundary conditions

Yuchen Xie, Yu Ma, Yahui Wang

2023Computer Methods in Applied Mechanics and Engineering28 citationsDOI

Topics & Concepts

Partial differential equationBoundary (topology)Boundary value problemFunction (biology)Artificial neural networkDirichlet boundary conditionMathematicsMathematical analysisApplied mathematicsComputer scienceArtificial intelligenceBiologyEvolutionary biologyModel Reduction and Neural NetworksNanofluid Flow and Heat TransferMagnetic Properties and Applications
Automatic boundary fitting framework of boundary dependent physics-informed neural network solving partial differential equation with complex boundary conditions | Litcius