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Data-driven anisotropic finite viscoelasticity using neural ordinary differential equations

Vahidullah Taç, Manuel K. Rausch, Francisco Sahli Costabal, Adrián Buganza Tepole

2023Computer Methods in Applied Mechanics and Engineering48 citationsDOIOpen Access PDF

Topics & Concepts

ViscoelasticityAnisotropyMathematical analysisOrdinary differential equationMathematicsDifferential equationFinite element methodArtificial neural networkApplied mathematicsPhysicsComputer scienceArtificial intelligenceThermodynamicsQuantum mechanicsElasticity and Material ModelingRheology and Fluid Dynamics StudiesModel Reduction and Neural Networks
Data-driven anisotropic finite viscoelasticity using neural ordinary differential equations | Litcius