François Rozet
Scholar

François Rozet

Google Scholar ID: C-WS1pwAAAAJ
PhD student, University of Liège
deep learninggenerative modelingbayesian inferencephysics emulationgood shit
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Citations & Impact
All-time
Citations
437
 
H-index
9
 
i10-index
7
 
Publications
14
 
Co-authors
17
list available
Contact
No contact links provided.
Publications
7 items
Training-Free Bayesian Filtering with Generative Emulators
2026
Cited
0
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
2025
Cited
0
Training-Free Data Assimilation with GenCast
2025
Cited
0
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
2025
Cited
0
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation
2025
Cited
0
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Neural Information Processing Systems · 2024
Cited
1
Learning Diffusion Priors from Observations by Expectation Maximization
Neural Information Processing Systems · 2024
Cited
33
Resume (English only)
Co-authors
17 total
Arnaud Delaunoy
Arnaud Delaunoy
PhD student, University of Liège
Antoine Wehenkel
Antoine Wehenkel
Apple AI/ML Research
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Gérôme Andry
Gérôme Andry
PhD Student
François Lanusse
François Lanusse
CNRS Researcher
Olivier Absil
Olivier Absil
FNRS Senior Research Associate, University of Liège
Co-author 8
Co-author 8