Maximilian Dax

1. Flow Matching for Scalable Simulation-Based Inference
   2023/05/26 by Maximilian Dax, Dax, Maximilian, Jonas Wildberger +9 · 25 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications #Computational Physics and Python Applications
2. Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA
   2024/04/22 by Nihar Gupte, A. Ramos-Buades, Antoni Ramos-Buades +27 · 1 voice · 18 citations
   Physics and Astronomy · #Pulsars and Gravitational Waves Research #Gamma-ray bursts and supernovae #Astrophysical Phenomena and Observations
3. Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling
   2023/12/13 by Timothy D. Gebhard, Jonas Wildberger, Gebhard, Timothy D. +9 · 1 citation
   Engineering · #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
4. An Introduction to Bayesian and Frequentist Simulation-Based Inference with Machine Learning
   2026/07/23 by Maximilian Dax, Theo Heimel, Gilles Louppe · 1 voice
   #cs.LG #astro-ph.CO #astro-ph.GA #hep-ex #hep-ph #stat.ML