Complas 2023

COMPLAS 2023

THm-902b - IS902b - Physics-informed and Augmented Learning in the Mechanics of Materials

Main Organizer: Prof. Elias Cueto ( Universidad de Zaragoza , Spain )
Organized by: Prof. Francisco Chinesta (ESI GROUP Chair, ENSAM ParisTech), Prof. Elias Cueto (Universidad de Zaragoza), Prof. Benjamin Klusemann (Leuphana University of LÃ¼neburg), Prof. Francisco J. MontÃ¡ns (Universidad PolitÃ©cnica de Madrid)

Thu, 07/09/2023
08:45 - 10:45
A3 - 205
THm-902b

Chaired by:
Prof. Benjamin Klusemann (Leuphana University of Lüneburg , Germany) , Prof. Francisco Javier Montáns Leal (Universidad Politécnica de Madrid , Spain)

Scheduled presentations:

Machine learning enhanced shell element formulation for the mechanical response of thin to thick structures
*A. Pasquale (ESI Group Chair @ ENSAM), M. Ziane (ESI Group), A. Ammar (ESI Group Chair @ ENSAM), F. Chinesta (ESI Group Chair @ ENSAM, ESI Group)
A time multiscale based data-driven approach in cyclic elasto-plasticity
*S. Rodriguez, A. Pasquale, K. Nguyen (Universidad Politécnica de Madrid), A. Ammar (ENSAM), E. Cueto (Universidad de Zaragoza), F. Chinesta
Learning data-driven reduced inelastic models of spot-welded patches
*F. Daim (ESI Group), D. Di Lorenzo (ESI Group), Y. Tourbier (Renault/ENSAM), A. Ammar (Ensam), E. Cueto (Univesidad Zaragoza), F. Chinesta (ENSAM/ESI Group)
Physically-inspired kernels and data augmentation for nonlinear model order reduction
*P. Díez (CIMNE (UPC)), S. Zlotnik (CIMNE (UPC)), A. Muixí (CIMNE), A. García Gonzalez (CIMNE)