Scholar
François Rozet
Google Scholar ID: C-WS1pwAAAAJ
PhD student, University of Liège
deep learning
generative modeling
bayesian inference
physics emulation
good shit
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Citations & Impact
All-time
Citations
437
H-index
9
i10-index
7
Publications
14
Co-authors
17
list available
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
Co-authors
13 total
Arnaud Delaunoy
PhD student, University of Liège
Antoine Wehenkel
Apple AI/ML Research
Gérôme Andry
PhD Student
François Lanusse
CNRS Researcher
Olivier Absil
FNRS Senior Research Associate, University of Liège
Omer Rochman
University of Liège
Matthias Pirlet
University of Liège
Sacha Lewin
University of Liège
