Florent Bonnet

Researcher, Institut des systèmes intelligents et robotique (ISIR) - Sorbonne Université

Joined

February 2022

Names

Florent Bonnet (Preferred)

Emails

****@extrality.ai (Confirmed)

,

****@isir.upmc.fr (Confirmed)

,

****@ansys.com (Confirmed)

Personal Links

Career & Education History

Researcher

Institut des systèmes intelligents et robotique (ISIR) - Sorbonne Université (isir.upmc.fr)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Patrick Gallinari

2022 – 2025

Expertise

Physics-Informed Machine Learning

2021 – Present

Publications

NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design
Mouadh Yagoubi, David Danan, Milad Leyli-abadi, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, maroua gmati, Asma Farjallah, Paola Cinnella, Patrick Gallinari, Marc Schoenauer
- NeurIPS 2024 Competition Track
- Readers: Everyone
An operator preconditioning perspective on training in physics-informed machine learning
Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bezenac
- ICLR 2024 poster
- Readers: Everyone
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions
Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, patrick gallinari
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations
Florent Bonnet, Jocelyn Ahmed Mazari, Thibaut Munzer, Pierre Yser, patrick gallinari
- 27 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations
Florent Bonnet, Jocelyn Ahmed Mazari, Thibaut Munzer, Pierre Yser, patrick gallinari
- Published: 25 Mar 2022, Last Modified: 14 Jan 2026
- GTRL 2022 Poster
- Readers: Everyone

Co-Authors