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F. Bonnet

3 papers hereh-index 4151 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • physics.flu-dyn1
same name
  • F. Bonnet — 4 papers, h 9
  • F. Bonnet — 1 paper, h 12
  • F. Bonnet — 1 paper, h 11
  • F. Bonnet — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedNeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

physics.flu-dyn2024★ 1 cited

NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design

Mouadh Yagoubi, David Danan, Milad Leyli-abadi +8

The integration of machine learning (ML) techniques for addressing intricate physics problems is increasingly recognized as a promising avenue for expediting simulations. However,…

cs.LG2024

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

Mouadh Yagoubi, Milad Leyli-Abadi, David Danan +6

The use of machine learning (ML) techniques to solve complex physical problems has been considered recently as a promising approach. However, the evaluation of such learned physica…

cs.LG2023

Graph Neural Networks for Airfoil Design

Florent Bonnet

The study of partial differential equations (PDE) through the framework of deep learning emerged a few years ago leading to the impressive approximations of simple dynamics. Graph…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.