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Advanced discretization techniques for hyperelastic physics-augmented neural networks

Marlon Franke, Dominik K. Klein, Oliver Weeger, Peter Betsch

2023Computer Methods in Applied Mechanics and Engineering18 citationsDOI

Topics & Concepts

Hyperelastic materialDiscretizationFinite element methodArtificial neural networkApplied mathematicsConstitutive equationComputer scienceMathematicsMathematical analysisArtificial intelligencePhysicsThermodynamicsElasticity and Material ModelingModel Reduction and Neural NetworksNumerical methods in engineering
Advanced discretization techniques for hyperelastic physics-augmented neural networks | Litcius