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1–2 Jul 2024
DESY Campus Hamburg
Europe/Berlin timezone

CNNs and GNNs for tagging anomalous showers with ATLAS

2 Jul 2024, 11:00
15m
Seminar Room 4a/b (DESY Campus Hamburg)

Seminar Room 4a/b

DESY Campus Hamburg

Speaker

Lukas Bauckhage (ATLAS (ATLAS Upgrade))

Description

This talk will discuss recent work towards developing a ML (CNN/GNN) tagger to distinguish anomalous showers caused by the decays of long-lived particles from QCD jets with the ATLAS detector

Primary authors

Federico Meloni (ATLAS (ATLAS SM and Beyond)) Lukas Bauckhage (ATLAS (ATLAS Upgrade))

Presentation materials