25–26 May 2026
Nikhef
Europe/Amsterdam timezone

Discrimination of Muon Bundles from Single Muons in IceCube

25 May 2026, 12:15
15m
Analysis Tools, ML Algorithms, Low-Level Reconstructions, Triggers, ... Topical Sessions

Speaker

Alexandra Scholz (Technical University of Munich (TUM))

Description

The search for neutrino sources in IceCube has focused primarily on IceCube’s northern sky, with the advantage that the Earth serves as a filter for the atmospheric muon background and provides a large effective volume. I would like to give a 5 - 10 min talk on my project which explores a new method for classifying atmospheric muon bundles and single muons with the goal of efficiently rejecting muon bundles and providing a first step towards a high-purity data selection for a neutrino source analysis in IceCube's southern sky. The GNN is ideal for this contribution as the topic and especially the method used could be relevant for other neutrino telescopes.

Primary author

Alexandra Scholz (Technical University of Munich (TUM))

Presentation materials

There are no materials yet.