A hybrid modeling combining the proper generalized decomposition approach to data-driven model learners, with application to nonlinear biphasic materials-Reference-Cited by-同舟云学术

A hybrid modeling combining the proper generalized decomposition approach to data-driven model learners, with application to nonlinear biphasic materials

Published:2021-05-27 Issue:2 Volume:349 Page:259-273
ISSN:1873-7234
Container-title:Comptes Rendus. Mécanique
language:en
Short-container-title:

Author:

Ghnatios Chady

Publisher

Cellule MathDoc/CEDRAM

Subject

Mechanics of Materials,General Materials Science

Link

https://comptes-rendus.academie-sciences.fr/mecanique/item/10.5802/crmeca.85.pdf

Reference28 articles.

1. [1] Chinesta, F.; Cueto, E.; Abisset-Chavan, E.; Duval, J.-L.; Khaldi, F. Virtual, digital and hybrid twins: a new paradigm in data-based engineering and engineered data, Arch. Comput. Methods Eng., Volume 27 (2020), pp. 105-134

2. [2] Chinesta, F.; Ammar, A.; Cueto, E. Recent advances in the use of the proper generalized decomposition for solving multidimensional models, Arch. Comput. Methods Eng., Volume 17 (2010) no. 4, pp. 327-350

3. [3] Ghnatios, C.; Asmar, G.; Chakar, E.; Bou Mosleh, C. A reduced-order model manifold technique for automated structural defects judging using the pgd with analytical validation, C. R. Méc., Volume 34 (2019) no. 2, pp. 101-113

4. [4] Perez, M.; Barasinski, A.; Courtemanche, B.; Ghnatios, C.; Chinesta, F. Sensitivity thermal analysis in the laser-assisted tape placement process, AIMS Mater. Sci., Volume 5 (2018) no. 6, pp. 1053-1072

5. [5] Bernardi, C.; Maday, Y. Spectral methods, Handb. Numer. Anal., Volume 5 (1997), pp. 209-485

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Harmonic-modal hybrid frequency approach for parameterized non-linear dynamics;Computers & Structures;2024-09

2. Polymer extrusion die design using a data-driven autoencoders technique;International Journal of Material Forming;2023-11-14

3. Data-Completion and Model Correction by Means of Evanescent Regularization;Applied Sciences;2023-08-25

4. Modeling and simulation of a realistic knee joint using biphasic materials by means of the proper generalized composition;Reduced Order Models for the Biomechanics of Living Organs;2023

5. A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process;Advanced Modeling and Simulation in Engineering Sciences;2021-09-21