Polyconvex neural networks for hyperelastic constitutive models: A rectification approach
Peiyi Chen, Johann Guilleminot
Topics & Concepts
Hyperelastic materialIsotropyArtificial neural networkSimple (philosophy)Constitutive equationRelevance (law)RectificationConsistency (knowledge bases)Applied mathematicsContinuum mechanicsAnisotropyMathematicsComputer scienceNonlinear systemArtificial intelligenceFinite element methodPhysicsClassical mechanicsEngineeringStructural engineeringPolitical sciencePower (physics)LawEpistemologyPhilosophyQuantum mechanicsElasticity and Material ModelingComposite Material MechanicsModel Reduction and Neural Networks