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20202025
most citedFourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation

77 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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2 papers · 1 filter

cs.CE2024

Training an AI hyperelastic constitutive model with experimental data

Clément Jailin, Antoine Benady, Emmanuel Baranger

A Physics-Augmented Neural network is trained to model a hyperelastic behavior. The dataset used for the training, validation, and test are displacement-force couples obtained from…

cs.CE2022★ 2 cited

Reduced polynomial invariant integrity basis for in-plane magneto-mechanical loading

Julien Taurines, Boris Kolev, Rodrigue Desmorat +1

The description of the behavior of a material subjected to multi-physics loadings requires the formulation of constitutive laws that usually derive from Gibbs free energies, using…