Multiparametric modeling of composite materials based on non-intrusive PGD informed by multiscale analyses: Application for real-time stiffness prediction of woven composites MEF Idrissi, F Praud, V Champaney, F Chinesta, F Meraghni Composite Structures 302, 116228, 2022 | 14 | 2022 |
Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures M El Fallaki Idrissi, F Praud, F Meraghni, F Chinesta, G Chatzigeorgiou Journal of the Mechanics and Physics of Solids 186, 105604, 2024 | 4 | 2024 |
Deep Learning-Driven Predictive Tools for Damage Prediction and Optimization in Composite Hydrogen Storage Tanks M Nachtane, MEF Idrissi, M Tarfaoui, Y Qarssis, A Abichou, A Faik Composites Communications, 102079, 2024 | | 2024 |
Model Order Reduction and Artificial Neural Networks Towards Fast and Accurate Multiscale Simulations of Composite Materials with Periodic Microstructure M El Fallaki Idrissi HESAM, Arts et Métiers Sciences et Technologies Paris, 2024 | | 2024 |
PGD non-intrusive pour la simulation multiparamétrique en temps réel du comportement non-linéaire des composites à renforts tissés intégrant les paramètres microstructuraux MEF Idrissi, F Praud, F Chinesta, F Meraghni Journées Nationales sur les Composites 2023, 8p., 2023 | | 2023 |
Multiscale Thermodynamics-Informed Neural Networks (Mutinn) Towards Fast and Frugal Inelastic Computation of Woven Composite Structures M EL FALLAKI IDRISSI, F PRAUD, F Meraghni, F Chinesta, ... Available at SSRN 4634871, 0 | | |
Non-intrusive PGD towards real-time multiparametric simulation of nonlinear response for woven composite involving microstructural parameters MEF Idrissi, F Praud, F Chinesta, F Meraghni | | |