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Parametrized polyconvex hyperelasticity with physics-augmented neural networks

Klein, DK; Roth, FJ; Valizadeh, I; Weeger, O

Klein, DK (通讯作者),Tech Univ Darmstadt, Cyber Phys Simulat, Darmstadt, Germany.

DATA-CENTRIC ENGINEERING, 2023; 4 ():

Abstract

In the present work, neural networks are applied to formulate parametrized hyperelastic constitutive models. The models fulfill all common mechanical ......

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