Publications

Physics-Informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation

Machine Learning, 2025

Thoreau Romain, Risser Laurent, Achard Véronique, Berthelot Béatrice, Briottet Xavier

Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter

Mathematics and Computers in Simulation, 2025, 234, pp.151-168. ⟨10.1016/j.matcom.2025.02.022⟩

Pene Serigne Daouda, Picot Antoine, Gamboa Fabrice, Savy Nicolas, Turpin Christophe, Jaafar Amine

Compressive Sensing pour caméra LiDAR 3D en mouvement

GRETSI’25, Aug 2025, Strasboug, France. pp.485-488/2025-1561

Desoindre Constantin, Erwan Viala, Dupouy Paul-Édouard, Risser Laurent, Riviere Nicolas

Entropic Fluctuations in Statistical Mechanics II. Quantum Dynamical Systems

Communications in Mathematical Physics, 2025, pp.406:201. ⟨10.1007/s00220-025-05360-z⟩

Benoist Tristan, Bruneau Laurent, Jakšić Vojkan, Panati A., Pillet Claude-Alain

Risk-controlling Prediction with Distributionally Robust Optimization

Transactions on Machine Learning Research Journal, 2025, https://openreview.net/forum?id=d9dl6DyJpJ

Iutzeler Franck, Mazoyer Adrien

Image data assimilation in mechanics of materials: CAD-based twins and PINN-based material identification

Invited seminar, Mechanics Colloquium at TU Darmstadt, Jul 2025, Darmstadt (Allemagne), Germany

Bouclier Robin

Orthogonium : A Unified, Efficient Library of Orthogonal and 1-Lipschitz Building Blocks

ICML 2025 Workshop on Championing Open- source Development in Machine Learning (CODEML ’25), Jul 2025, Vancouver, France

Boissin Thibaut, Mamalet Franck, Lafargue Valentin, Serrurier Mathieu

Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks

Forty-Second International Conference on Machine Learning (ICML 2025), Jul 2025, Vancouver, Canada

Massena Thomas, Andéol Léo, Boissin Thibaut, Mamalet Franck, Friedrich Corentin, Serrurier Mathieu, Gerchinovitz Sébastien

On the Private Estimation of Smooth Transport Maps

ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. 30 p

Lalanne Clément, Iutzeler Franck, Loubes Jean-Michel, Chhor Julien

Mitochondrial Bioenergetic Profiling in T Cell Subsets Associates With Functional Health in Older Adults: A Cross-sectional Analysis From the INSPIRE-T Cohort

Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 2025, 80 (7), ⟨10.1093/gerona/glaf112⟩

Jabrane-Ferrat Nabila, Raffin Jérémy, Gouilly Jordi, Najib Souad, Iscache Anne-Laure, Marques Catherine, Hall Julien, Jolivet Nathan, Combes Guillaume, Viguerie Nathalie, Dejean Sébastien, Guyonnet Sophie, Rolland Yves, Cabou Cendrine, Vellas Bruno, Barreto Philipe de Souto, Martinez Laurent, El Costa Hicham