Jul 10 – 22, 2023
Orthodox Academy of Crete, Kolymbari, Crete, Greece (Hybrid mode)
Europe/Athens timezone

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms

Jul 17, 2023, 11:50 AM
25m
Room 1

Room 1

Talk High Energy Particle Physics High Energy Particle Physics

Speaker

Francesco Cirotto (Universita Federico II e INFN Sezione di Napoli (IT))

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, selected highlights of ML/AI applications by ATLAS to particle and boosted-object identification, MET reconstruction and other tasks will be presented.

Details

N/A

Is this abstract from experiment? Yes
Name of experiment and experimental site ATLAS
Is the speaker for that presentation defined? No
Internet talk Maybe

Author

Krisztian Peters (Deutsches Elektronen-Synchrotron (DE))

Co-author

Francesco Cirotto (Universita Federico II e INFN Sezione di Napoli (IT))

Presentation materials