Identification of b-quark jets with the CMS experiment

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At the Large Hadron Collider, the identification of jets originating from b quarks is important for searches for new physics and for measurements of standard model processes. A variety of algorithms has been developed by CMS to select b-quark jets based on variables such as the impact parameters of charged-particle tracks, the properties of reconstructed decay vertices, and the presence or absence of a lepton, or combinations thereof. The performance of these algorithms has been measured using data from proton-proton collisions at the LHC and compared with expectations based on simulation. The data used in this study were recorded in 2011 at s = 7 TeV for a total integrated luminosity of 5.0 fb-1. The efficiency for tagging b-quark jets has been measured in events from multijet and t-quark pair production. CMS has achieved a b-jet tagging efficiency of 85% for a light-parton misidentification probability of 10% in multijet events. For analyses requiring higher purity, a misidentification probability of only 1.5% has been achieved, for a 70% b-jet tagging efficiency. © 2013 IOP Publishing Ltd and Sissa Medialab srl.

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dc.contributor.authorChatrchyan, S.
dc.contributor.authorKhachatryan, V.
dc.contributor.authorSirunyan, A.M.
dc.contributor.authorTumasyan, A.
dc.contributor.authorAdam, W.
dc.contributor.authorAguilo, E.
dc.contributor.authorBergauer, T.
dc.contributor.authorDragicevic, M.
dc.contributor.authorErö, J.
dc.contributor.authorFabjan, C.
dc.contributor.authorFriedl, M.
dc.contributor.authorFrühwirth, R.
dc.contributor.authorGhete, V.M.
dc.contributor.authorHammer, J.
dc.contributor.authorHörmann, N.
dc.contributor.authorHrubec, J.
dc.contributor.authorJeitler, M.
dc.contributor.authorKiesenhofer, W.
dc.contributor.authorKnünz, V.
dc.contributor.authorKrammer, M.
dc.contributor.authorKrätschmer, I.
dc.contributor.authorLiko, D.
dc.contributor.authorMikulec, I.
dc.contributor.authorPernicka, M.
dc.contributor.authorRahbaran, B.
dc.contributor.authorRohringer, C.
dc.contributor.authorRohringer, H.
dc.contributor.authorSchöfbeck, R.
dc.contributor.authorStrauss, J.
dc.contributor.authorTaurok, A.
dc.contributor.authorWaltenberger, W.
dc.contributor.authorWalzel, G.
dc.contributor.authorWidl, E.
dc.contributor.authorWulz, C.-E.
dc.contributor.authorMossolov, V.
dc.contributor.authorShumeiko, N.
dc.contributor.authorSuarez Gonzalez, J.
dc.contributor.authorBansal, M.
dc.contributor.authorBansal, S.
dc.contributor.authorCornelis, T.
dc.contributor.authorDe Wolf, E.A.
dc.contributor.authorJanssen, X.
dc.contributor.authorLuyckx, S.
dc.contributor.authorMucibello, L.
dc.contributor.authorOchesanu, S.
dc.contributor.authorRoland, B.
dc.contributor.authorRougny, R.
dc.contributor.authorSelvaggi, M.
dc.contributor.authorStaykova, Z.
dc.contributor.authorVan Haevermaet, H.
dc.date.accessioned2026-10-18T20:30:22.458536996Z
dc.date.available2026-10-18T20:30:22.458536996Z
dc.date.issued2013
dc.description.abstractAt the Large Hadron Collider, the identification of jets originating from b quarks is important for searches for new physics and for measurements of standard model processes. A variety of algorithms has been developed by CMS to select b-quark jets based on variables such as the impact parameters of charged-particle tracks, the properties of reconstructed decay vertices, and the presence or absence of a lepton, or combinations thereof. The performance of these algorithms has been measured using data from proton-proton collisions at the LHC and compared with expectations based on simulation. The data used in this study were recorded in 2011 at s = 7 TeV for a total integrated luminosity of 5.0 fb-1. The efficiency for tagging b-quark jets has been measured in events from multijet and t-quark pair production. CMS has achieved a b-jet tagging efficiency of 85% for a light-parton misidentification probability of 10% in multijet events. For analyses requiring higher purity, a misidentification probability of only 1.5% has been achieved, for a 70% b-jet tagging efficiency. © 2013 IOP Publishing Ltd and Sissa Medialab srl.
dc.description.sponsorshipEuropean Commission, EC; National Science Foundation, NSF, (1205960, 1151640, 0969555, 0969704, 1211067); National Science Foundation, NSF; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, SNF, (138111, 146398, 123501); Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, SNF; , (GRIDPP, ST/J005665/1, ST/I005912/1, ST/F007094/1, ST/K001604/1, ST/J004901/1, ST/L00609X/1, ST/K003844/1, ST/I505572/1, ST/H00081X/2); ; Deutsche Forschungsgemeinschaft, DFG, (200475464); Deutsche Forschungsgemeinschaft, DFG; Seventh Framework Programme, FP7, (261323); Seventh Framework Programme, FP7
dc.identifier.doi10.1088/1748-0221/8/04/p04013
dc.identifier.issn1748-0221
dc.identifier.issue4
dc.identifier.scopus2-s2.0-84877788842
dc.identifier.startpageP04013
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/15530
dc.identifier.volume8
dc.language.isoen
dc.publisherInstitute of Physics Publishing
dc.relation.ispartofJournal of Instrumentation
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectLarge detector-systems performance
dc.subjectPattern recognition, cluster finding, calibration and fitting methods
dc.subjectPerformance of High Energy Physics Detectors
dc.subjectBosons
dc.subjectColliding beam accelerators
dc.subjectElementary particle sources
dc.subjectHadrons
dc.subjectJets
dc.subjectPhotons
dc.subjectCalibration method
dc.subjectDetector systems
dc.subjectFitting method
dc.subjectHigh energy physics detector
dc.subjectLarge detector-system performance
dc.subjectLarge detectors
dc.subjectPattern recognition, cluster finding, calibration and fitting method
dc.subjectPerformance
dc.subjectPerformance of high energy physic detector
dc.subjectSystems performance
dc.subjectCharged particles
dc.titleIdentification of b-quark jets with the CMS experiment
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus366
rdl.oa.statusgreen
rdl.source.indexSCOPUS