8 citations · 11 across the 4 of their papers we have counts for
4 papers
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…
Experimental Learning of a Hyperelastic Behavior with a Physics-Augmented Neural Network
Clément Jailin, Antoine Benady, Remi Legroux +1
The recent development of Physics-Augmented Neural Networks (PANN) opens new opportunities for modeling material behaviors. These approaches have demonstrated their efficiency when…
Deformable registration with intensity correction for CESM monitoring response to Neoadjuvant Chemotherapy
Clément Jailin, Pablo Milioni De Carvalho, Sara Mohamed +5
This paper proposes a robust longitudinal registration method for Contrast Enhanced Spectral Mammography in monitoring neoadjuvant chemotherapy. Because breast texture intensity ch…
Projection-based measurement and identification
Clément Jailin, Ante Buljac, Amine Bouterf +2
A recently developed Projection-based Digital Image Correlation (P-DVC) method is here extended to 4D (space and time) displacement field measurement and mechanical identification…