François Rozet
Scholar

François Rozet

Google Scholar ID: C-WS1pwAAAAJ
PhD student, University of Liège
deep learninggenerative modelingbayesian inferencephysics emulationgood shit
Citations & Impact
All-time
Citations
436
 
H-index
9
 
i10-index
7
 
Publications
14
 
Co-authors
17
list available
Resume (English only)
Academic Achievements
  • Published multiple papers in top venues such as NeurIPS and TMLR, including:
  • “The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning” (NeurIPS 2024)
  • “Learning Diffusion Priors from Observations by Expectation Maximization” (NeurIPS 2024)
  • “Score-based Data Assimilation” (NeurIPS 2023)
  • “A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful” (TMLR 2022)
  • Developed and maintains open-source libraries such as Zuko, PIQA, and Inox, with thousands of daily users