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Related documents
Research Interests
- Additive Manufacturing
- Advanced Manufacturing
- Computational Mechanics
- Digital Twins
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A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method
Rodriguez, S., Pasquale, A., Mounayer, J., Canales, D., Beringhier, M., Ghnatios, C., Ammar, A. & Chinesta, F., May 9 2025, In: Advanced Modeling and Simulation in Engineering Sciences. 12, 1, p. 11 1 p., 1.Research output: Contribution to journal › Article › peer-review
Open Access -
Graph neural network structural limitation for thermal simulation and architecture optimization through rating system
Hembert, P., Ghnatios, C., Cotton, J. & Chinesta, F., Aug 21 2025, In: Advanced Modeling and Simulation in Engineering Sciences. 12, 1, p. 24 1 p., 1.Research output: Contribution to journal › Article › peer-review
Open Access -
Integrating simulation and machine learning for accurate preform charge prediction in Sheet Molding Compound manufacturing
Tannous, M., Rodriguez, S., Ghnatios, C. & Chinesta, F., Mar 2025, In: International Journal of Material Forming. 18, 1, 15.Research output: Contribution to journal › Article › peer-review
Open Access -
Just-in-Time Optimal Routing in the Presence of Non-Uniform and Time-Evolving Uncertainty
Ghnatios, C. & Chinesta, F., Sep 17 2025, In: Applied Sciences (Switzerland). 15, 18, 10137.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics
Tannous, M., Ghnatios, C., Fonn, E., Kvamsdal, T. & Chinesta, F., Jul 2 2025, In: Advanced Modeling and Simulation in Engineering Sciences. 12, 1, p. 15 1 p., 1.Research output: Contribution to journal › Article › peer-review
Open Access