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PaulRoberts, JayRorie, JamalShi, WeiTu, ZhoudunmingZabel, JamesZhang, AoboBodek, Ariede Barbaro, PawelDemina, ReginaDuh, Yi-tingDulemba, Joseph LynnFallon, ColinFerbel, ThomasGalanti, MarioGarcia-Bellido, AranHan, JiyeonHindrichs, OttoKhukhunaishvili, AlekoTan, PingTaus, RhysAgapitos, AntonisChou, John PaulGershtein, YuriHalkiadakis, EvaHeindl, MaximilianHughes, ElliotKaplan, StevenKunnawalkam Elayavalli, RaghavKyriacou, SavvasLath, AmitabhMontalvo, RoyNash, KevinOsherson, MarcSaka, HalilSalur, SevilSchnetzer, SteveSheffield, DavidSomalwar, SunilStone, RobertThomas, ScottThomassen, PeterWalker, MatthewDelannoy, Andrés GHeideman, JosephRiley, GrantSpanier, StefanBouhali, OthmaneCelik, AliDalchenko, MykhailoDe Mattia, MarcoDelgado, AndreaDildick, SvenEusebi, RicardoGilmore, JasonHuang, TaoKamon, TerukiLuo, SifuMueller, RyanPerloff, AlexxPerniè, LucaRathjens, DenisSafonov, AlexeiAkchurin, NuralDamgov, JordanDe Guio, FedericoDudero, Phillip RussellKunori, ShuichiLamichhane, KamalLee, Sung WonMengke, TieligeMuthumuni, SamilaPeltola, TimoUndleeb, SonainaVolobouev, IgorWang, ZhixingGreene, SentaGurrola, AlfredoJanjam, RaviJohns, WillardMaguire, CharlesMelo, AndrewNi, HongPadeken, KlaasRuiz Alvarez, José DavidSheldon, PaulTuo, ShengquanVelkovska, JuliaVerweij, MartaXu, QiaoArenton, Michael WayneBarria, PatriziaCox, BradleyHirosky, RobertJoyce, MatthewLedovskoy, AlexanderLi, HengneNeu, ChristopherSinthuprasith, TutanonWang, YanchuWolfe, EvanXia, FanHarr, RobertKarchin, Paul EdmundPoudyal, NabinSturdy, JaredThapa, PrakashZaleski, ShawnBrodski, MichaelBuchanan, JamesCaillol, CécileCarlsmith, DuncanDasu, SridharaDodd, LauraGomber, BhawnaGrothe, MonikaHerndon, MatthewHervé, AlainHussain, UsamaKlabbers, PamelaLanaro, ArmandoLong, KennethLoveless, RichardRuggles, TylerSavin, AlexanderSharma, VarunSmith, NicholasSmith, Wesley HWoods, Nathaniel2020-02-172020-02-172020-02-172018-10-0210.1088/1748-0221/13/10/P10005https://infoscience.epfl.ch/handle/20.500.14299/1661531809.02816The algorithm developed by the CMS Collaboration to reconstruct and identify τ leptons produced in proton-proton collisions at √s=7 and 8 TeV, via their decays to hadrons and a neutrino, has been significantly improved. The changes include a revised reconstruction of π0 candidates, and improvements in multivariate discriminants to separate τ leptons from jets and electrons. The algorithm is extended to reconstruct τ leptons in highly Lorentz-boosted pair production, and in the high-level trigger. The performance of the algorithm is studied using proton-proton collisions recorded during 2016 at √s=13 TeV, corresponding to an integrated luminosity of 35.9 fb-1. The performance is evaluated in terms of the efficiency for a genuine τ lepton to pass the identification criteria and of the probabilities for jets, electrons, and muons to be misidentified as τ leptons. The results are found to be very close to those expected from Monte Carlo simulation.p p: scatteringp p: colliding beamsnumerical calculations: Monte Carlotau: hadronic decaytau: particle identificationpi0: particle identificationperformancetau: pair productionparticle identification: efficiencytriggerboosted particleCMSCERN LHC Colltrack data analysisdata analysis methodexperimental results13000 GeV-cmstext::journal::journal article::research article