25–29 Aug 2025
Monona Terrace
US/Central timezone

Classifying hadronic objects in ATLAS with ML/AI algorithms

28 Aug 2025, 14:40
20m
Room E

Room E

Searches & QCD with Jets Parallel

Speaker

Leonardo Toffolin (Universita e INFN Trieste (IT))

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.

Author

Leonardo Toffolin (Universita e INFN Trieste (IT))

Co-author

Evelin Meoni (Universita della Calabria e INFN (IT))

Presentation materials