Emmanuel Menier

According to our database, Emmanuel Menier authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning.

Fabien Casenave, Xavier Roynard, Brian Staber, William Piat, Michele Alessandro Bucci, Nissrine Akkari, Abbas Kabalan, Xuan Minh Vuong Nguyen, Luca Saverio, Raphaël Carpintero Perez, Anthony Kalaydjian, Samy Fouché, Thierry Gonon, Ghassan Najjar, Emmanuel Menier, Matthieu Nastorg, Giovanni Catalani, Christian Rey

CoRR, May, 2025

2024

Deep Learning for Reduced Order Modeling. (Apprentissage machine pour la réduction de modèles).

Emmanuel Menier

PhD thesis, 2024

Neural DDEs with Learnable Delays for Partially Observed Dynamical Systems.

Thibault Monsel, Emmanuel Menier, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat

CoRR, 2024

2023

Interpretable learning of effective dynamics for multiscale systems.

Emmanuel Menier, Sebastian Kaltenbach, Mouadh Yagoubi, Marc Schoenauer, Petros Koumoutsakos

CoRR, 2023

2022

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

Continuous Methods : Hamiltonian Domain Translation.

Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer

CoRR, 2022

CD-ROM: Complementary Deep-Reduced Order Model.

Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer

CoRR, 2022