2025

  • Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics
    Annalena Kofler, Vincent Stimper, Mikhail Mikhailenko, Michael Kagan, Lukas Heinrich
    Machine Learning: Science and Technology, Focus on ML and the Physical Sciences, May 2025
    Paper Code Data Poster Talk
  • Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels
    Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Annalena Kofler, Daniel Angerhausen, Sascha P. Quanz, Bernhard Schölkopf
    Astronomy & Astrophysics, 693 (A42), January 2025.
    arXiv Paper Code Data DOI Poster

2024