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

Heavy flavor tagging at the CMS experiment

Jul 12, 2023, 12:40 PM
20m
Room 1

Room 1

Talk High Energy Particle Physics High Energy Particle Physics

Speaker

Angela Zaza (Universita e INFN, Bari (IT))

Description

At the CMS experiment, the identification of heavy flavor jets, i.e. jets originated from bottom and charm quarks, is crucial for many Standard Model (SM) measurements, mostly involving the top quark and the Higgs boson studies, and searches for new physics. The CMS collaboration developed extremely powerful jet tagging algorithms based on deep learning methods, which state-of-the-art will be illustrated in this contribution. The performance measured in simulation and data collected during Run-2 will be presented, including both the resolved and boosted topologies.

Details

Angela Zaza, PhD student, University of Bari & INFN, Italy

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

Author

Angela Zaza (Universita e INFN, Bari (IT))

Presentation materials