2024

  • Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics
    Annalena Kofler, Vincent Stimper, Mikhail Mikhailenko, Michael Kagan, Lukas Heinrich
    Accepted at Machine Learning and the Physical Sciences Workshop, NeurIPS 2024
    🏆 Selected for a spotlight contributed talk (best 2%)
    Code Data
  • 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
    Accepted for publication in Astronomy & Astrophysics.
    arXiv Code Data