Search for pair production of vector-like quarks in leptonic final states in proton-proton collisions at $\sqrt{s}$ = 13 TeV
CMS Collaboration

TL;DR
This paper reports a search for vector-like quark pairs in proton-proton collisions at 13 TeV, employing advanced analysis techniques, and sets the most stringent limits to date on their masses, excluding certain mass ranges at 95% confidence level.
Contribution
It introduces a comprehensive search using neural networks and multiple channels, providing the strongest limits to date on vector-like quark production at the LHC.
Findings
No evidence of vector-like quark production was observed.
Excluded T quark masses up to 1.54 TeV and B quark masses up to 1.56 TeV.
Established the most stringent limits to date for these particles.
Abstract
A search is presented for vector-like T and B quark-antiquark pairs produced in proton-proton collisions at a center-of-mass energy of 13 TeV. Data were collected by the CMS experiment at the CERN LHC in 2016-2018, with an integrated luminosity of 138 fb. Events are separated into single-lepton, same-sign charge dilepton, and multilepton channels. In the analysis of the single-lepton channel a multilayer neural network and jet identification techniques are employed to select signal events, while the same-sign dilepton and multilepton channels rely on the high-energy signature of the signal to distinguish it from standard model backgrounds. The data are consistent with standard model background predictions, and the production of vector-like quark pairs is excluded at 95% confidence level for T quark masses up to 1.54 TeV and B quark masses up to 1.56 TeV, depending on the…
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