Deep learning in computational mechanics: a review
L Herrmann, S Kollmannsberger - Computational Mechanics, 2024 - Springer
The rapid growth of deep learning research, including within the field of computational
mechanics, has resulted in an extensive and diverse body of literature. To help researchers …
mechanics, has resulted in an extensive and diverse body of literature. To help researchers …
Deep Learning in Deterministic Computational Mechanics
L Herrmann, S Kollmannsberger - arXiv preprint arXiv:2309.15421, 2023 - arxiv.org
The rapid growth of deep learning research, including within the field of computational
mechanics, has resulted in an extensive and diverse body of literature. To help researchers …
mechanics, has resulted in an extensive and diverse body of literature. To help researchers …
Commande garantie pour le contrôle et la prévention de l'endommagement des structures
DM Xavier, L Chamoin, L Fribourg - 16ème Colloque National en Calcul …, 2024 - hal.science
Ce travail propose l'utilisation des réseaux de neurones pour simuler efficacement la
stratégie Model Predictive Control (MPC). On montre ici qu'en entraînant un réseau de …
stratégie Model Predictive Control (MPC). On montre ici qu'en entraînant un réseau de …