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Florent Bonnet
- PhD student
- Team: MLIA
Publications
- Tim de Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bézenac. An Operator Preconditionning Perspective on Training in Physics-Informed Machine Learning. International Conference on Learning Representation, May 2024, Vienna, Austria. ⟨hal-04677837⟩
- Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinella, Patrick Gallinari. AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks, Nov 2022, New Orleans, United States. ⟨hal-03806092v3⟩
- 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. ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, In remote, France. ⟨hal-03709263⟩