Florent Bonnet

According to our database, Florent Bonnet authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design).

Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Asma Farjallah, Marc Schoenauer, Patrick Gallinari

CoRR, 2024

2023

An operator preconditioning perspective on training in physics-informed machine learning.

Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bézenac

CoRR, 2023

Graph Neural Networks for Airfoil Design.

Florent Bonnet

CoRR, 2023

2022

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

CoRR, 2022

AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions.

Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022