SMuK 2023 – wissenschaftliches Programm

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T: Fachverband Teilchenphysik

T 39: Neutrinos, Dark Matter VI

T 39.5: Vortrag

Dienstag, 21. März 2023, 18:00–18:15, POT/0006

Fast track simulations in XENONnT — •Jaron Grigat for the XENON collaboration — Albert-Ludwigs-Universität, Freiburg, Deutschland

We present the work on a fast, effective simulator for the XENONnT dark matter experiment, which bypasses the sophisticated - but resource-intensive - full simulation of waveforms, while remaining as accurate as possible. This talk focuses on the aspect of predicting the multi-scatter resolution in this 'fast track' simulation framework using machine learning techniques.