Florent Bonnet

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Machine Learning

Intracranial Aneurysms

Computational Fluid Dynamics

Top Venues

Publications

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 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design. CoRR (2024)
Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Asma Farjallah, Marc Schoenauer, Patrick Gallinari
ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design). CoRR (2024)
Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bézenac
An operator preconditioning perspective on training in physics-informed machine learning. ICLR (2024)
Florent Bonnet
Graph Neural Networks for Airfoil Design. CoRR (2023)
Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bézenac
An operator preconditioning perspective on training in physics-informed machine learning. CoRR (2023)
Florent Bonnet, Jocelyn Ahmed Mazari, Thibaut Munzer, Pierre Yser, Patrick Gallinari
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations. CoRR (2022)
Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. NeurIPS (2022)
Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. CoRR (2022)