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)

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)