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05 Nov.

Séminaire de Oindrila Kanjilal

13h30 to 14h30

Réunion thématique du GDR "Géometrie Différentielle et Mécanique" (GDM)

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Workshop IRTG « Computational Mechanics Techniques in High Dimensions »

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LMPS PhD candidates day

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Materials

Learning shared hyperelastic constitutive representation from heterogeneous full-field experiments across multiple materials

A material-conditioned Physics-Augmented Neural Network is introduced for unsupervised multimaterial hyperelastic constitutive learning from experimental full-field data. The complete database comprises 30 experiments quantified by image correlation…

Lucas Mabileau, Maxence Barberet-Pinto, Thomas Ferchal, Margot Leclercq, Jan Neggers, Remi Legroux, Pierre Latil, Malo Valmalle, Benjamin Smaniotto, François Hild, Emmanuel Baranger, Clément Jailin

Computer Methods in Applied Mechanics and Engineering -

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