Dynamic NeRFs for Soccer Scenes. - Sacha Lewin; Maxime Vandegar; Thomas Hoyoux; Olivier Barnich; Gilles Louppe (MMSports@MM, 2023)

A Neural Material Point Method for Particle-based Simulations. - Omer Rochman Sharabi; Sacha Lewin; Gilles Louppe (CoRR, 2024)

A Neural Material Point Method for Particle-based Emulation. - Omer Rochman Sharabi; Sacha Lewin; Gilles Louppe (Trans. Mach. Learn. Res., 2025)

Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation. - Gérôme Andry; François Rozet; Sacha Lewin; Omer Rochman Sharabi; Victor Mangeleer; Matthias Pirlet; Elise Faulx; Marilaure Grégoire; Gilles Louppe (CoRR, 2025)