Antoine Benady

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Active since

2024

Affiliations

Laboratoire de Mécanique Paris-Saclay(Current)

Centre National de la Recherche Scientifique

CentraleSupélec

Institut Universitaire de France

Université Paris-Saclay

Antoine Benady is an author at Laboratoire de Mécanique Paris-Saclay specializing in constitutive relations, constitutive modeling, and neural networks.

ORCID

Publications per year

2024–2024

Publications

NN‐mCRE: A modified constitutive relation error framework for unsupervised learning of nonlinear state laws with physics‐augmented neural networks

Antoine Benady, Emmanuel Baranger, Ludovic Chamoin · International Journal for Numerical Methods in Engineering · 2024 · 33 citations · Full text

Engineering, Computer Science, Mechanical Engineering +16

Unsupervised learning of history-dependent constitutive material laws with thermodynamically-consistent neural networks in the modified Constitutive Relation Error framework

Antoine Benady, Emmanuel Baranger, Ludovic Chamoin · Computer Methods in Applied Mechanics and Engineering · 2024 · 30 citations · Full text

Engineering, Materials Engineering, Materials Science +12

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