PoS - Proceedings of Science
Volume 314 - The European Physical Society Conference on High Energy Physics (EPS-HEP2017) - Detector R&D and Data Handling (Parallel Session). Conveners: Paula Collins; Katja Kruger. Scientific Secretary: Enrico Conti.
Reconstruction and identification of hadronic objects with CMS
M. Verzetti*  on behalf of the CMS Collaboration
Full text: pdf
Pre-published on: October 24, 2017
Published on: March 20, 2018
Abstract
The reconstruction and identification of hadronic objects has a wide variety of use-cases inside the physics program of the LHC, ranging from Standard Model measurements and Higgs searches up to the more exotic searches of boosted resonances. The CMS collaboration devoted a constant effort in improving such tools in order to extend the analyses reach.

A review of the current status of the identification algorithms for hadronic taus, heavy flavour jets, quark/gluon discrimination, and boosted resonances is presented together with their performance, either measured on data or expected from simulation.

Special attention is devoted to novel techniques recently introduced, and their impact on the final performance on the classification task.
DOI: https://doi.org/10.22323/1.314.0526
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