Numerical dissipation vs. subgrid-scale modelling for large eddy simulation. - Thibault Dairay; Eric Lamballais; Sylvain Laizet; John Christos Vassilicos (J. Comput. Phys., 2017)

Continuous Methods : Adaptively intrusive reduced order model closure. - Emmanuel Menier; Michele Alessandro Bucci; Mouadh Yagoubi; Lionel Mathelin; Thibault Dairay; Raphaël Meunier; Marc Schoenauer (CoRR, 2022)

Fixed-budget online adaptive mesh learning for physics-informed neural networks. Towards parameterized problem inference. - Thi Nguyen Khoa Nguyen; Thibault Dairay; Raphaël Meunier; Christophe Millet; Mathilde Mougeot (CoRR, 2022)

Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: An application to rubber calendering process. - Thi Nguyen Khoa Nguyen; Thibault Dairay; Raphaël Meunier; Mathilde Mougeot (Eng. Appl. Artif. Intell., 2022)

Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem Inference. - Thi Nguyen Khoa Nguyen; Thibault Dairay; Raphaël Meunier; Christophe Millet; Mathilde Mougeot (ICCS (4), 2023)

Non-intrusive reduced order models for partitioned fluid-structure interactions. - Azzeddine Tiba; Thibault Dairay; Florian De Vuyst; Iraj Mortazavi; Juan-Pedro Berro Ramirez (CoRR, 2023)

Tracking Distributed Parameters System Dynamics with Recursive Dynamic Mode Decomposition with Control. - Taleb Bou Hamdan; Guillaume Mercère; Thibault Dairay; Raphaël Meunier; Pascal Tremblay; Patrick Coirault (SIAM J. Appl. Dyn. Syst., 2023)

Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materials. - Thi Nguyen Khoa Nguyen; Thibault Dairay; Raphaël Meunier; Christophe Millet; Mathilde Mougeot (CoRR, 2024)

Geometry-aware framework for deep energy method: An application to structural mechanics with hyperelastic materials. - Thi Nguyen Khoa Nguyen; Thibault Dairay; Raphaël Meunier; Jean Di Stasio; Christophe Millet; Mathilde Mougeot (Comput. Phys. Commun., 2025)

Machine-learning enhanced predictors for accelerated convergence of partitioned fluid-structure interaction simulations. - Azzeddine Tiba; Thibault Dairay; Florian De Vuyst; Iraj Mortazavi; Juan-Pedro Berro Ramirez (Comput. Phys. Commun., 2025)