2–6 Dec 2024
America/Bogota timezone

Pileup mitigation using topoclusters

Not scheduled
15m
Paraninfo (Sede centro Universidad de Nariño)

Paraninfo

Sede centro Universidad de Nariño

Speaker

Rafael Andrei Vinasco Soler (Universidad Nacional de Colombia (CO))

Description

Pileup mitigation is crucial for jet reconstruction and a crucial tool for improving many physical observables. This work uses graph neural networks and Topo-clusters information to create a classifier of pileup clusters in the ATLAS experiment.

Authors

Rafael Andrei Vinasco Soler (Universidad Nacional de Colombia (CO)) Jad Mathieu Sardain (University of Arizona (US))

Presentation materials