Complas 2023

COMPLAS 2023

TUm-902a - IS902a - 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)

Tue, 05/09/2023
11:30 - 13:30
A3 - 205
TUm-902a

Chaired by:
Prof. Elias Cueto (Universidad de Zaragoza , Spain) , Prof. Francisco Chinesta (ESI GROUP Chair, ENSAM ParisTech , France)

Scheduled presentations:

Keynote Elasto-plasticity in Data Poor Regimes with Convex Model-Data-Driven Yield Functions
*M. Marino (University of Rome Tor Vergata), J. Fuhg (Cornell University), A. Fau (Université Paris-Saclay), N. Bouklas (Cornell University)
Constitutive Modeling of Woven Composites based on Artificial Neural Networks informed by Multi-scale Analyses
*M. El Fallaki Idrissi, F. Praud, F. Meraghni, F. Chinesta, G. Chatzigeorgiou
Data-driven Models For Shrinkage Porosity Prediction In Aluminium Casting
*M. Nouri (LAMPA Laboratory, Arts et Métiers), J. Artozoul (LAMPA Laboratory, Arts et Métiers), A. Caillaud (LAMPA Laboratory, Arts et Métiers), A. Ammar (LAMPA Laboratory, Arts et Métiers), F. Chinesta (PIMM Laboratory Arts et Métiers), O. Köser (ESI Group)
Prediction of cross-sectional geometric features of SPR joints based on the punch force-displacement curve using machine learning
*B. Ferrándiz, M. Daoud (IRT- M2P), F. Chinesta