BOOST 2024 - 16th International Workshop on Boosted Object Phenomenology, Reconstruction, Measurements, and Searches at Colliders

Classifying hadronic objects in ATLAS with ML/AI algorithms

29 Jul 2024, 14:40

20m

Palazzo Ducale (Genova, Italy)

Talk Performance, Triggers and Detectors Performance, Triggers and Detectors

Speaker

Robert Les

Description

Hadronic object reconstruction 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 particle and boosted-object identification, MET reconstruction and other tasks will be presented.

Presentation materials

ATLAS_HadronicClassification.pdf