Learning Astrophysical Uncertainties in Dark Matter Direct Detection with Simulation-Based Inference

Felix Kahlhoefer, Niklas Reus

We present a proof-of-concept study of neural ratio estimation (NRE) - a simulation-based inference algorithm - applied to WIMP direct detection using the XENONnT experiment as an…