THm-902b - IS902b - Physics-informed and Augmented Learning in the Mechanics of Materials
Organized by: Prof. Francisco Chinesta (ESI GROUP Chair, ENSAM ParisTech), Prof. Elias Cueto (Universidad de Zaragoza), Prof. Benjamin Klusemann (Leuphana University of Lüneburg), Prof. Francisco J. Montáns (Universidad Politécnica de Madrid)Corresponding Organizer: Prof. Elias Cueto (Universidad de Zaragoza)
Chaired by:
Prof. Benjamin Klusemann (Leuphana University of Lüneburg , Germany) , Prof. Francisco Javier Montáns Leal (Universidad Politécnica de Madrid , Spain)
Prof. Benjamin Klusemann (Leuphana University of Lüneburg , Germany) , Prof. Francisco Javier Montáns Leal (Universidad Politécnica de Madrid , Spain)
Scheduled presentations:
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Machine learning enhanced shell element formulation for the mechanical response of thin to thick structures
A. Pasquale*, M. Ziane, A. Ammar, F. Chinesta -
A time multiscale based data-driven approach in cyclic elasto-plasticity
S. Rodriguez*, A. Pasquale, K. Nguyen, A. Ammar, E. Cueto, F. Chinesta -
Learning data-driven reduced inelastic models of spot-welded patches
F. Daim*, D. Di Lorenzo, Y. Tourbier, A. Ammar, E. Cueto, F. Chinesta -
Physically-inspired kernels and data augmentation for nonlinear model order reduction
P. Díez*, S. Zlotnik, A. Muixí, A. García Gonzalez
International Centre for Numerical Methods in Engineering Barcelona, Spain
complas_sec@cimne.upc.edu/ Telf. + 34 - 93 405 46 94
Copyright © 2022 CIMNE, All Rights Reserved. Terms of service
complas_sec@cimne.upc.edu/ Telf. + 34 - 93 405 46 94
Copyright © 2022 CIMNE, All Rights Reserved. Terms of service
