Thibault Dairay

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Fuzzy Classifier

Adaptive Learning

Top Venues

J. Comput. Phys.

SIAM J. Appl. Dyn. Syst.

Eng. Appl. Artif. Intell.

Publications

Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Christophe Millet, Mathilde Mougeot
Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materials. CoRR (2024)
Azzeddine Tiba, Thibault Dairay, Florian De Vuyst, Iraj Mortazavi, Juan-Pedro Berro Ramirez
Machine-Learning Enhanced Predictors for Accelerated Convergence of Partitioned Fluid-Structure Interaction Simulations. CoRR (2024)
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Christophe Millet, Mathilde Mougeot
Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem Inference. ICCS (4) (2023)
Azzeddine Tiba, Thibault Dairay, Florian De Vuyst, Iraj Mortazavi, Juan-Pedro Berro Ramirez
Non-intrusive reduced order models for partitioned fluid-structure interactions. CoRR (2023)
Taleb Bou Hamdan, Guillaume Mercère, Thibault Dairay, Raphaël Meunier, Pascal Tremblay, Patrick Coirault
Tracking Distributed Parameters System Dynamics with Recursive Dynamic Mode Decomposition with Control. SIAM J. Appl. Dyn. Syst. 22 (1) (2023)
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Mathilde Mougeot
Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: an application to rubber calendering process. CoRR (2022)
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Christophe Millet, Mathilde Mougeot
Fixed-budget online adaptive mesh learning for physics-informed neural networks. Towards parameterized problem inference. CoRR (2022)
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, Raphaël Meunier, Marc Schoenauer
Continuous Methods : Adaptively intrusive reduced order model closure. CoRR (2022)
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Mathilde Mougeot
Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: An application to rubber calendering process. Eng. Appl. Artif. Intell. 114 (2022)
Thibault Dairay, Eric Lamballais, Sylvain Laizet, John Christos Vassilicos
Numerical dissipation vs. subgrid-scale modelling for large eddy simulation. J. Comput. Phys. 337 (2017)