30 July 2026 to 5 August 2026
Natal, Brazil
America/Sao_Paulo timezone

Classifying hadronic objects in ATLAS with ML/AI algorithms

Not scheduled
20m
Natal, Brazil

Natal, Brazil

Via Costeira Sen. Dinarte Medeiros Mariz, 6664-6704 - Ponta Negra, Natal - RN, 59090-002
Talk Artificial Intelligence, Machine Learning and Quantum Computing in HEP

Speakers

Irena Nikolic (LPNHE Université Paris Cité CNRS) Reisaburo Tanaka (IJCLab, Université Paris-Saclay (FR))

Description

Hadronic object reconstruction & classification is one of the most promising settings for cutting-edge machine learning and artificial intelligence algorithms at the LHC. In this contribution, highlights of ML/AI applications by ATLAS to QCD and boosted-object identification, MET reconstruction and other tasks will be presented.

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Authors

Irena Nikolic (LPNHE Université Paris Cité CNRS) Reisaburo Tanaka (IJCLab, Université Paris-Saclay (FR))

Presentation materials

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