BOOST 2025 -- 17th International Workshop on Boosted Object Phenomenology, Reconstruction, Measurements, and Searches at Colliders

Classifying hadronic objects in ATLAS with ML/AI algorithms

Jul 28, 2025, 2:40 PM

20m

Barus and Holley 168 (Brown University)

Oral Presentation Plenary Talks

Speaker

Alex Sopio (University of Edinburgh)

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.

Presentation materials

20250728_boost_mlai_jets.pdf