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
  • Fast and accurate parameter estimation of high-redshift sources with the Einstein Telescope
    Filippo Santoliquido, Jacopo Tissino, Ulyana Dupletsa, Marica Branchesi, Jan Harms, Manuel Arca Sedda, Maximilian Dax, Annalena Kofler, Stephen R Green, Nihar Gupte, Isobel M Romero-Shaw, Emanuele Berti
    preprint, April 2025
    arXiv
  • 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