Research Collection
Journal Article
Search for dijet resonances using events with three jets in
proton-proton collisions at s=13TeV
Author(s):
CMS Collaboration; Sirunyan, Albert M.; Backhaus, Malte; Berger, Pirmin; Chernyavskaya, Nadezda; Dissertori, Günther; Dittmar, Michael; Donegà, Mauro; Dorfer, Christian; Gomez Espinosa, Tirso Alejandro; Grab, Christophorus; Hits, Dmitry; Lustermann, Werner; Manzoni, Riccardo A.; Meinhard, Maren T.; Micheli, Francesco; Musella, Pasquale; Nessi-Tedaldi, Francesca; Pauss, Felicitas; Perrin, Gaël; Perrozzi, Luca; Pigazzini, Simone; Ratti, Maria G.; Reichmann, Michael; Reissel, Christina; Reitenspiess, Thomas; Ristic, Branislav; Ruini, Daniele; Sanz Becerra, Diego A.; Schönenberger, Myriam; Shchutska, Lesya; Vesterbacka Olsson, Minna L.; Wallny, Rainer; Zhu, De H.; et al.
Publication Date:
2020-06-10
Permanent Link:
https://doi.org/10.3929/ethz-b-000412724
Originally published in:
Physics Letters B 805, http://doi.org/10.1016/j.physletb.2020.135448
Rights / License:
Creative Commons Attribution 4.0 International
This page was generated automatically upon download from the ETH Zurich Research Collection. For more information please consult the Terms of use.
Contents lists available atScienceDirect
Physics
Letters
B
www.elsevier.com/locate/physletb
Search
for
dijet
resonances
using
events
with
three
jets
in
proton-proton
collisions
at
√
s
=
13 TeV
.TheCMS Collaboration
CERN,Switzerland
a r t i c l e i n f o a b s t ra c t
Articlehistory:
Received9November2019
Receivedinrevisedform16April2020
Accepted19April2020
Availableonline24April2020
Editor:M.Doser Keywords: CMS Physics Dijets Resonances
Asearchforanarrowresonancewithamassbetween350and700 GeV,and decayingintoapairof jets, isperformedusingproton-protoncollisionevents containingatleast threejets. Thedata sample correspondstoanintegratedluminosityof18.3 fb−1recordedat√s=13 TeV withthe CMSdetector. Dataare collectedwithatechniqueknownas “datascouting”, inwhichthe eventsare reconstructed, selected, and recordedatahigh rate inacompact formbythe high-leveltrigger. The three-jet final stateprovidessensitivitytolowerresonancemassesthaninprevioussearchesusingthedata scouting technique. The spectrum of the dijet invariant mass, calculated from the two jets with the largest transversemomentaintheevent,isusedtosearchforaresonance.Nosignificantexcessoverasmoothly fallingbackgroundisfound.Limitsat95%confidencelevelaresetontheproductioncrosssectionofa narrowdijetresonanceandcomparedwiththecrosssectionofavectordarkmattermediatorcouplingto darkmatterparticlesandquarks.Translatingtoamodelwherethenarrowresonanceinteractsonlywith quarks,upperlimits onthiscouplingrangebetween0.10and 0.15,dependingontheresonancemass. Theseresultsrepresent themoststringentupper limits inthe massrangebetween350and 450 GeV obtainedwithaflavor-inclusivedijetresonancesearch.
©2020TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
1. Introduction
Manymodelsofnewphysicspredicttheexistenceofnew mas-siveparticlescoupledtoquarks.Theproductionanddecayofthese particles into two jets, known asdijets, have been searched for since the first high-energy hadron colliders came into operation [1–9].Insomemodels,theseparticlesactasmediatorslinkingthe standardmodel(SM)tonewphysicssectorscontainingdark mat-ter (DM)particle candidates [10–13]. New mediators interacting withbothquarksandDMparticles(χ)havebeensearchedfor us-ingdifferentmethods:inthedirectsearchesforDM,bymeasuring therecoil ofan SM particlecaused by the scatteringwith aDM particle (χq→χq, t-channel) [14–24]; with astrophysics detec-tors, by looking for SM particles produced through the annihila-tionofDMparticles(χ χ→qq,s-channel)[25–39];andathadron colliders,bydetecting the momentumimbalance duetothe pro-ductionofDMparticles(qq→χ χ,s-channel)[40–46].Thesearch fordijetresonancesat hadroncolliders (qq→qq, s-channel)can be compared with such DM searches and the results are partic-ularlysensitivefor modelswhere thedecayof themediator into DMparticlesisforbiddenforkinematicreasons.Thesearchfor
di- E-mailaddress:cms-publication-committee-chair@cern.ch.
jet resonances is also sensitive to the signals predicted by other models[47–57].
Experiments at the CERN LHC have used various techniques to search for resonances in the dijet invariant mass spectrum. From searches where both jetsare individually resolved, the AT-LAS andCMS Collaborations have set limits for resonances with masses above 450 and 600 GeV, respectively, in √s=13 TeV proton-protoncollisions[58–60],andabove 250and500 GeV, re-spectively, in8 TeV collisions[61,62]. Inthe sub-TeVmassrange, another search by the ATLAS Collaboration at 13 TeV for dijet resonances, produced in association with a photon from initial-state radiation, has set limits in the mass region between 225 and1100 GeV [63]. A search by the CMS Collaborationat 8 TeV for resonances decaying into two bottom quarks, experimentally identified as b-tagged jets, has set limits in the mass range of 325–1200 GeV [64]. Finally, the ATLAS and CMS Collaborations havesetlimitsinthemassrangebelow220and450 GeV, respec-tively,fromsearchesforLorentz-boostedresonancesdecayinginto aquark-antiquarkpairreconstructedasasinglejet[65–67].
Thispaperpresents asearch fora dijetresonanceinthree-jet eventsthat issensitive tonarrowresonances withmassbetween 350and700 GeV.The searchisbasedon datafrompp collisions at√s=13 TeV collected in2016,corresponding toan integrated luminosityof18.3 fb−1.Toobtainalargetriggerefficiencyinthe https://doi.org/10.1016/j.physletb.2020.135448
0370-2693/©2020TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).Fundedby
massrangeof 350–700 GeV,we selecta three-jetfinal state and utilizeaspecialhigh-ratetriggerwithlow jet pT thresholds.This trigger uses a technique known as “data scouting” described in Section3.Thissearchislimitedtodatacollectedintheyear2016 in orderto take advantage of the low trigger thresholds usedin thatdataperiod.After2016,thesethresholdswereraisedinorder to limit the triggerrate increase dueto the larger instantaneous luminosityandpileup.
2. TheCMSdetector
AdetaileddescriptionoftheCMSdetector,togetherwitha def-inition ofthe coordinatesystemusedand therelevantkinematic variables,canbefoundinRef. [68].ThecentralfeatureoftheCMS apparatusisasuperconductingsolenoidof6 minternal diameter, providing a magnetic field of 3.8 T. Withinthe solenoid volume area siliconpixel andstriptracker,a lead tungstatecrystal elec-tromagneticcalorimeter(ECAL),andabrassandscintillatorhadron calorimeter (HCAL), each composed of a barrel and two endcap sections.Muons are detected in gas-ionization chambers embed-dedinthesteelflux-returnyokeoutsidethesolenoid.
The jets used by thisanalysis are calorimeter-based jets that are reconstructed from the energy deposits in the calorimeter towers, clusteredusing the anti-kT algorithm [69,70] witha dis-tanceparameterof0.4.Inthisprocess,thecontributionfromeach calorimetertowerisassignedamomentum,theabsolutevalueand thedirectionofwhicharefoundfromtheenergymeasuredinthe tower,andthecoordinatesofthegeometricalcenterofthetower. Therawjetenergyisobtainedfromthesumofthetowerenergies, andtheraw jet momentumfrom thevectorialsumof thetower momenta. The rawjet energies are then corrected to establisha uniformrelative response ofthe calorimeter inpseudorapidity η and a calibrated absoluteresponse in transverse momentum pT. The calorimetricjet energyresolution is typically 40% ata pT of 10 GeV, 12% at 100 GeV,and 5% at 1 TeV,resulting in a calori-metric dijet mass resolution of about 10% for resonance masses between350 and 700 GeV. Events of interest are selected using atwo-tieredtriggersystem [71].Thefirst level(L1),composed of customhardware processors,usesinformationfromthe calorime-ters and muon detectors to select events at a rate of around 100 kHzwithinatimeintervaloflessthan4 μs.Thesecondlevel, known asthe high-level trigger(HLT), consistsof a farmof pro-cessorsrunningaversionofthefulleventreconstructionsoftware optimizedforfastprocessing,andreducestheeventratetoaround 1 kHzbeforedatastorage.
3. Dataandsimulatedeventsamples
We selected events requiring HT>240 GeV at the L1 trigger and HT>250 GeV attheHLT, where HT is thescalar pT sumof jetswith pT>40 GeV and|η|<2.5.The rateofthistriggerwas about4 kHz ataninstantaneousluminosity of1×1034 cm−2s−1. The amount of data generated by such a high-rate trigger alone using the standard data-taking format would have saturated the computingand storage systems of the CMSexperiment. For this reason, we useda specialdata-taking technique, which consisted ofsavingonlythecalorimeter-basedjetsreconstructedbytheHLT, insteadofthefull detectorreadout.Thesize ofthisreduceddata formatisabout0.5%ofthefulleventsize.Thistechniqueisknown as“datascouting”andwas usedinprevious CMSdijetresonance searches[60,62].
Data scouting allows the analysisof a very large rate ofdata passingtheHLT trigger,onlylimitedbytheoverall rateoftheL1 trigger. Tokeep a constant rate, theL1 trigger HT thresholdwas raised from 240to 360 GeV as the instantaneous luminosity in-creased.Thissearch islimitedtodata collectedin 2016withthe
lower L1trigger threshold HT>240 GeV, in orderto obtain the maximum sensitivityforlow mass resonances.From a sample of eventscollectedwithaminimum-biastriggerandpassingthe se-lection discussed below, we measured a trigger efficiency larger than99%foradijetinvariantmassgreaterthan290 GeV.
Signal events correspondingto a narrowvector resonance de-cayingintoquark-antiquark pairswere generatedusingthe Mad-Graph5_amc@nloversion2.2.2generatoratleadingorder[72,73], withthe pythia 8.205generator[74] incorporatingtheCUETP8M1 underlyingeventtune[75] providingthedescriptionof fragmenta-tionandhadronization.Thegeneratedresonancewidthis negligi-blecompared tothe experimentaldijetmassresolution, whichis about10%. Thedetailedsimulation oftheCMS detectorresponse is performed using the Geant4 package [76]. The simulated sig-naleventsincludemultipleoverlappingpp interactionsperbunch crossing (pileup)asobservedinthe data.Additionally, toprovide a framework for interpreting the results in terms of a DM me-diator, signalcrosssectionswere computedatleading orderwith MadGraphforavectorbosondecayingintoaquark-antiquarkpair, withcouplingtoquarksgq=0.25,couplingtoDMparticles gDM= 1.0, andthe mass of DM particles 1 GeV. The NNPDF2.3LO [77] partondistributionfunctionswereused.
4. Eventreconstructionandselection
Thediscriminatingvariableinthisanalysisistheinvariantmass ofthetwojetsoriginatingfromtheresonancedecay.Thisvariable iscalculatedusingjets, reconstructedattheHLTfromenergy de-posits inthe calorimeter, andpassing the selection pT>30 GeV and |η|<2.5. Spurious jets originating from instrumental noise are rejected by requiring each jet to be detected by both ECAL and HCAL, with at least 5% of the jet energy in each of the two types of calorimeter.We form “wide jets”, by clusteringthe jetsalreadyreconstructedbytheHLT,usingtheanti-kT algorithm withadistanceparameterof1.1.Thisalgorithmimprovesthedijet mass resolution and the resonance search sensitivity, by recom-bining jets from hard final-state radiation to obtain a reduced number of wide jets. A similar algorithm using a merging dis-tance of R=√(η)2+ (ϕ)2<1.1 wasemployed inprevious CMSsearches[60,62],butitonlyreconstructed twowidejetsper event.Thewide-jetcalibrationsforthe2016datascoutingsample were already obtainedin the low-mass dijet search of Ref. [60], andthereforeweapply thesamecalibrations.Werequireatleast three widejets, eachwith pT>72 GeV,inordertoselectevents that have large HT and pass the trigger selections. This require-ment is particularly effective in selecting events with low dijet invariant mass,whichwouldberejectedifonlytwojetswere re-quired.Applying a commonthresholdto the pT ofthe threejets enabled us to minimize the value of the lowest resonance mass to which we are sensitive. The pT thresholdof the three-jet se-lection has been chosen with a method that is explained in the nextsection.Finally,thetwoleadingwidejetsarerequiredtohave |η1−η2|<1.1 toreduce thequantum chromodynamics multijet background,whichisdominatedbyt-channelproductionofjets.
Since we require at least three wide jets in the event, there are multiplewaystoselectthedijetsystem, i.e.,the pairofwide jets originatingfromthe resonance decay. We selectasthe dijet the two wide jets withthe largest andthe next-to-largest pT in theevent. Thisselectioniscorrectin70 (50)%ofsimulatedsignal eventswitharesonancemassof700(350) GeV.Wrong combina-tions arisebecauseeitheranenergeticinitial-stateradiationjetis includedinthedijetselection,oranenergeticjetfromfinal-state radiationisemittedwithadistanceR>1.1 fromtheleadingjets andthereforeexcludedfromthereconstructionofthetwoleading wide jets. We investigated alternative criteriato selectthe dijet,
Fig. 1. Dijetmassspectrum(points)comparedtoafittedparameterizationofthe background(solidcurve).Thebackgroundfitisperformedintherange290<mjj<
1000 GeV.Thehorizontal barsshowthe widths ofeach binindijetmass. The
dashedlinesrepresentthedijetmassdistributionfrom400,550,and700 GeV
res-onancesignalsexpectedtobeexcludedat95%CLbythisanalysis.Thelowerpanel
showsthedifferencebetweenthedataandthefittedparametrization,dividedby
thestatisticaluncertaintyofthedata.
suchaschoosingthe jetpairwiththelargestnorm ofthe vecto-rialsumpT.Wefoundthatsuchalternativecriteriadohavebetter performanceiftheresonancepT isgreaterthanhalfthemass,but worse performance forthis search. This is because, foraccepted events,the pT of the resonanceis about 150 GeV, which is less thanhalftheresonancemassconsideredinthissearch.
5. Dijetmassspectrumfit
Fig.1showsthedijetmass(mjj)spectrum. Thebackgroundis modeledwiththefollowinganalyticfunction,
dσ dmjj=
p0(p2x−1)
xp1+p3log x+p4log2x
, (1)
wherex isdefinedasmjj/√s,and p0, p1, p2, p3,and p4 arefree parametersofthefit.Thisfunctionissimilar tothatusedby pre-viousdijetsearches[58–62],withamodificationtothenumerator. Thenew parameterizationbetter fits theshape ofthe dijetmass spectrumforthree-jetevents,whichincludestheeffectofasmall inefficiency topass thetrigger forevents atthelowest valuesof dijet mass. The function has been chosen from a pool of func-tions using a Fisher test [78] with a 95% confidence level (CL). Thepool offunctionsis obtainedbychangingthe numberof de-greesoffreedom ofthepolylogarithmicfunction intheexponent of the denominator of Eq. (1). We perform a maximum likeli-hoodfitof thefunction inEq. (1) toour datainthe massrange 290<mjj<1000 GeV . The chi-squareper numberof degreesof freedom of the fit is χ2/NDF=19.3/13, corresponding to a p-valueof 0.11.Fig.1 alsoshowstheexpecteddijetmass distribu-tionsofaresonancesignalforthreedifferentvaluesofresonance mass.Thedatadistributioniswellmodeledbythebackground pa-rameterizationandthereisnoevidenceforadijetresonance.
ThedijetmassbinwidthsinFig.1arethesameasinthe pre-viousdijetsearches,exceptforthefirstbinwhichismorenarrow, startingatadijetmassvalueof290 GeV.Thislowerboundofthe fitrange and the jet pT threshold forthe three-jet selection are determinedinthefollowing way.Wemeasure thedistributionof
thedijetmassinasignal-depletedregiondefinedbyreplacingthe requirement|η1−η2| <1.1 withtherequirement|η1+η2| <1.1. The dijet mass in the signal-depleted region is calculated after flipping the sign of η ofthe second jet—the sign of the z
com-ponent of the momentum of the subleading jet is reversed and then the dijetmass is calculated. Forbackground events,the di-jet mass distribution inthe signal-depleted region, so calculated, is closely similar to the dijet mass distribution in the signal re-gionbecausethevariables η1−η2 inthesignalregionand η1+η2 in the signal-depleted region have approximately the same uni-form distribution between −1.1 and 1.1. The signal-depleted re-gion contains aboutthe same numberof backgroundevents and 50% fewer signal events, and 35% of the observed events in the signal-depleted region are also in the signal region. Small data-driven corrections, which changethe observed numberof events by lessthan 5%,are applied to thedijetmass distributionin the signal-depletedregiontomakeitthesameasthebackground dis-tributioninthesignalregion.Thesecorrections,whichareapplied as a function of the product of the two largest values of jet pT inthe event,are obtainedby fittingananalytic function describ-ing this product to the ratio of the numbers of events passing the signal selection to the number of events passing the signal-depleted selection. The lower edge of dijetmass included inthe search, 290 GeV, has been chosen to be the lowest value ofthe corrected dijet mass in the signal-depleted region for which the fitofthebackgroundparameterizationhasaKolmogorov–Smirnov (KS)probability [79–81] largerthan33%. The pT thresholdofthe three-jet selection,72 GeV, hasbeenchosen toobtainthelowest possible value forthecorrected dijetmassin thesignal-depleted region that could be included in the fitand satisfy the sameKS test. We verified that an injected signal with a strength corre-spondingtothe95% CLexpectedupperlimit doesnotchangethe choiceofthefitrangeandthethree-jetselection.
6. Systematicuncertainties
The asymptotic approximation [82] of the modified frequen-tist CLs method [83,84] is utilized to set upper limits on signal cross sections, following the prescription described in Ref. [85]. We use the profiled likelihood ratio as test statistic. The likeli-hood is the product of the Poisson probabilities for each of the bins in Fig. 1.The expected background yield of each binis de-terminedfromtheanalytic functiondescribed inEq. (1).The five parameters of the analytic function are profiled andtheir uncer-tainties from the fitto dataare thedominant uncertainties. The shapesofthedijetmassdistributionsforsignalsareobtainedfrom simulations.Thesystematicuncertaintiesaffectingthesignalshape andnormalizationhaveaminorimpactandareincorporatedinto the likelihood function via nuisance parameters with log-normal probability distributions.We accountforthe uncertaintyof2% in the jet energy scale[86] by shifting the dijetmass ofthe signal distributionby±2%.Theeffectofthejetenergyresolution uncer-tainty is includedby varying thewidth ofthe signal distribution by ±10% [86].The signalacceptancedependssignificantlyon the presenceofajetfrominitial-stateorfinal-stateradiation.We esti-matedtheuncertaintyofthesimulationrelatedtothisdependence bymodifyingbyafactoroftwoboththerenormalization(μR)and
thefactorizationscales(μF) oftheinitial-stateandfinal-state
ra-diation usingthe methoddescribed in Ref. [87].This uncertainty has a negligible effect on the shape of the dijet mass distribu-tion of the signal, and changes the normalization by 10%. The uncertainty in the integrated luminosity is 2.5% [88] and affects directly the signal normalization. The systematicuncertainty due to the choice of the backgroundfunction has been estimatedby measuring the signal yield in pseudo-data spectra generated us-ing alternative backgroundfunctions. The measured crosssection
Table 1
Acceptanceforavector resonancedecayinginto adijetas afunctionofthe resonancemass. The
acceptance iscalculatedusingsignalsimulationsfortheanalysisselection,namelythreewidejets
with pT>72 GeV and|η| <2.5,and|η1−η2| <1.1.Theerrorsaredominatedbytheuncertainty
relatedtothemodelingofthejetradiationusedinsignalsimulations.Weestimatedthisuncertainty
bymodifyingbyafactoroftwoboththerenormalization(μR)andthefactorizationscales(μF)of
theinitial-stateandfinal-stateradiation[87].
Resonance mass 300 GeV 400 GeV 500 GeV 600 GeV 800 GeV
Acceptance (4.0±0.4)% (6.7±0.7)% (9.2±0.9)% (10.9±1.1)% (13.6±1.4)%
Fig. 2. Upperlimitsat95%CLontheproductofthecrosssection,branching
frac-tion,andacceptanceasafunctionofresonancemassforanarrowvectorresonance
decayingintoapairofquarkjets.Theacceptanceiscalculatedfortheanalysis
se-lection,namelythreewidejetswithpT>72 GeV and|η|<2.5,and|η1−η2| <1.1.
Theobservedlimits(solidcurve),expectedlimits(dashedcurve)andtheirvariation
atthe1and2standarddeviationlevels(shadedbands)areshown.The
dashed-dottedcurveshowstheexpectedcrosssectiontimesacceptanceforaDMmediator
(seetext).
in each caseis the same as that of the injected signal, and this systematicuncertaintyisfoundtobenegligible.Wetestedthe ca-pabilityofthealternativefunctionstofitthemultijetbackground by fitting the signal-depleted region described in Section 5. The systematicuncertaintiesrelatedtopileup,partondistribution func-tions,underlyingevents,andpartonshowermodelsarealsofound tobenegligible.
7. Results
Fig.2shows,asafunctionofresonancemass,observedand ex-pectedupperlimitsat95%CLontheproductofthecrosssection, branching fraction, and acceptance ofa narrow vector resonance decaying to jets. Table 1 shows the acceptance calculated using signalsimulations. Limitsarepresentedforresonancemasses be-tween350and700 GeV,forwhichtheacceptanceofthedijetmass requirement290<mjj<1000 GeV islargeenoughtoconductthe search.Fig.3showsthatthe95% CLupperlimitsonthecoupling
gq of a vector resonancethat decays only toquarks, defined ac-cordingtotheconvention ofRef. [89],arebetween0.10and0.15. Figs.2and3comparetheupperlimitsonthecrosssectionandthe coupling gq,respectively, withthepredictions ofa modelwitha DMmediator that decaysto DMparticles withmassesof1 GeV, and also decays to quarks. This analysis excludes a benchmark modelofsuch aDMmediator withcouplingtoquarks gq=0.25 and coupling to DM particles gDM=1, over the complete mass range 350to 700 GeV. In our notation, gq is the coupling fora modelin which the resonancecouples to quarksonly, and gq is the couplingto quarksfor a model in which the resonancealso
Fig. 3. Upper limitsat95%CLontheuniversalquarkcoupling gq,asafunction
ofresonancemass,foranarrowvectorresonancethatonlycouplestoquarks.The
observedlimits(solidcurve),expectedlimits(dashedcurve)andtheirvariationat
the1and2standarddeviationlevels(shadedbands)areshown.Thedashed-dotted
curveshowsthecouplingstrengthforwhichthecrosssectionfordijetproduction
inthismodelisthesameasforaDMmediator(seetext).
couples toDMparticles.Weconvert gq into gq usingthe follow-ingrelationship
gq = gq
1+1/3Nq(Mmed)g2q
(2)
whereNq(Mmed)istheeffectivenumberofquarks
Nq(Mmed)= q 1−4 m 2 q Mmed2 1/2 1+2 m 2 q M2med (3)
andtheindexq runsoverthequarkflavors(u,d,s,c,b,t)having
mq<Mmed/2 [11,60]. 8. Summary
A search fora narrow vectorresonance ofmass between350 and700 GeV decayingintotwojetshasbeenperformedinevents containing atleastthreejetsusingproton-protoncollisiondataat √
s=13 TeV atthe LHCcorresponding toan integrated luminos-ityof18.3 fb−1.Thedijetmassdistributionofthetwoleadingjets issmooth, andthereisno evidencefora resonance.Upperlimits at 95% confidence level are set on the product of the cross sec-tion,branchingfraction,andacceptanceasafunctionofresonance mass. Thissearch excludesasimplified modelofinteractions be-tweenquarksanddarkmatterparticlesofmass1 GeV,wherethe interactions aremediatedbya vectorparticlewithmassbetween 350and700 GeV,forcouplingstrengthsofgq=0.25 andgDM=1. Upperlimitsbetween0.10and0.15arealsosetonthecouplingto quarks gqforavectorparticleinteractingonlywithquarks.These resultsrepresentthemoststringentupperlimitsinthemassrange
between350 and 450 GeV obtained witha flavor-inclusive dijet resonancesearch.
Declarationofcompetinginterest
Theauthorsdeclarethattheyhavenoknowncompeting finan-cialinterestsorpersonalrelationshipsthatcouldhaveappearedto influencetheworkreportedinthispaper.
Acknowledgements
WecongratulateourcolleaguesintheCERNaccelerator depart-ments for the excellent performance of the LHC and thank the technicalandadministrativestaffs atCERN andatother CMS in-stitutes for their contributions to the success of the CMS effort. Inaddition,wegratefullyacknowledgethecomputingcentersand personneloftheWorldwideLHCComputingGridfordeliveringso effectivelythecomputinginfrastructure essential toour analyses. Finally, we acknowledge the enduring support for the construc-tionandoperationofthe LHCandtheCMSdetectorprovided by thefollowingfundingagencies: BMBWFandFWF(Austria);FNRS andFWO (Belgium); CNPq, CAPES, FAPERJ,FAPERGS, andFAPESP (Brazil); MES (Bulgaria); CERN; CAS, MOST, and NSFC (China); COLCIENCIAS (Colombia); MSES and CSF (Croatia); RPF (Cyprus); SENESCYT (Ecuador); MoER, ERC IUT, PUT and ERDF (Estonia); AcademyofFinland,MEC,andHIP(Finland);CEAandCNRS/IN2P3 (France); BMBF, DFG, and HGF (Germany); GSRT (Greece); NK-FIA (Hungary); DAE and DST (India); IPM (Iran); SFI (Ireland); INFN(Italy);MSIPandNRF(RepublicofKorea);MES(Latvia);LAS (Lithuania);MOEandUM(Malaysia); BUAP,CINVESTAV,CONACYT, LNS,SEP,andUASLP-FAI(Mexico);MOS(Montenegro);MBIE(New Zealand); PAEC (Pakistan); MSHE and NSC (Poland); FCT (Portu-gal);JINR(Dubna);MON,ROSATOM, RAS,RFBR,andNRCKI (Rus-sia);MESTD(Serbia);SEIDI,CPAN,PCTI,andFEDER(Spain);MoSTR (Sri Lanka); Swiss Funding Agencies (Switzerland); MST (Taipei); ThEPCenter,IPST,STAR, andNSTDA(Thailand);TUBITAKandTAEK (Turkey);NASU (Ukraine); STFC (United Kingdom); DOE andNSF (USA).
Individuals have received support from the Marie-Curie pro-gramandtheEuropeanResearchCouncilandHorizon2020Grant, contract Nos. 675440, 752730, and 765710 (European Union); the Leventis Foundation; the A.P. Sloan Foundation; the Alexan-der von Humboldt Foundation; the Belgian Federal Science Pol-icy Office; the Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture (FRIA-Belgium); the Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium); theF.R.S.-FNRS andFWO (Belgium)under the “Excellenceof Sci-ence – EOS” – be.h project n. 30820817; the Beijing Munici-pal Science & Technology Commission, No. Z181100004218003; The Ministry of Education, Youth and Sports (MEYS) of the Czech Republic; the Lendület (“Momentum”) Program and the János Bolyai Research Scholarship of the Hungarian Academy of Sciences, the New National Excellence Program ÚNKP, the NK-FIA research grants 123842, 123959, 124845, 124850, 125105, 128713, 128786, and 129058 (Hungary); the Council of Science andIndustrial Research,India;the HOMING PLUSprogramofthe Foundation for Polish Science, cofinanced from European Union, Regional Development Fund, the Mobility Plus program of the Ministry of Science and Higher Education, the National Science Center (Poland), contracts Harmonia 2014/14/M/ST2/00428, Opus 2014/13/B/ST2/02543, 2014/15/B/ST2/03998, and 2015/19/B/ST2/ 02861,Sonata-bis2012/07/E/ST2/01406;theNationalPriorities Re-searchProgramby Qatar NationalResearchFund;theMinistryof Science and Education, grant no. 3.2989.2017 (Russia); the Pro-gramaEstataldeFomento de laInvestigación CientíficayTécnica de Excelencia María de Maeztu, grant MDM-2015-0509 and the
Programa Severo Ochoa del Principado de Asturias; the Thalis andAristeiaprogramscofinancedbyEU-ESF andtheGreek NSRF; theRachadapisekSompotFundforPostdoctoralFellowship, Chula-longkornUniversityandtheChulalongkornAcademic intoIts2nd Century Project Advancement Project (Thailand); the Nvidia Cor-poration;TheWelchFoundation,contractC-1845;andtheWeston HavensFoundation(USA).
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TheCMSCollaboration
A.M. Sirunyan†,A. Tumasyan
YerevanPhysicsInstitute,Yerevan,Armenia
W. Adam, F. Ambrogi, T. Bergauer,M. Dragicevic, J. Erö,A. Escalante Del Valle, M. Flechl, R. Frühwirth1,
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M. Spanring,D. Spitzbart, W. Waltenberger, C.-E. Wulz1,M. Zarucki
InstitutfürHochenergiephysik,Wien,Austria
V. Drugakov,V. Mossolov,J. Suarez Gonzalez
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M.R. Darwish,E.A. De Wolf, D. Di Croce, X. Janssen,A. Lelek, M. Pieters,H. Rejeb Sfar,
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UniversitéLibredeBruxelles,Bruxelles,Belgium
T. Cornelis,D. Dobur, I. Khvastunov2, M. Niedziela, C. Roskas, M. Tytgat, W. Verbeke,B. Vermassen,
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GhentUniversity,Ghent,Belgium
O. Bondu,G. Bruno,C. Caputo, P. David,C. Delaere, M. Delcourt,A. Giammanco, V. Lemaitre,
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H. Nogima,W.L. Prado Da Silva, L.J. Sanchez Rosas, A. Santoro, A. Sznajder,M. Thiel,
E.J. Tonelli Manganote3,F. Torres Da Silva De Araujo, A. Vilela Pereira
UniversidadedoEstadodoRiodeJaneiro,RiodeJaneiro,Brazil
C.A. Bernardesa,L. Calligarisa, T.R. Fernandez Perez Tomeia,E.M. Gregoresb,D.S. Lemos,
P.G. Mercadanteb,S.F. Novaesa,Sandra S. Padulaa
aUniversidadeEstadualPaulista,SãoPaulo,Brazil bUniversidadeFederaldoABC,SãoPaulo,Brazil
A. Aleksandrov, G. Antchev, R. Hadjiiska,P. Iaydjiev, M. Misheva, M. Rodozov, M. Shopova,G. Sultanov
InstituteforNuclearResearchandNuclearEnergy,BulgarianAcademyofSciences,Sofia,Bulgaria
M. Bonchev, A. Dimitrov,T. Ivanov, L. Litov, B. Pavlov,P. Petkov
UniversityofSofia,Sofia,Bulgaria
W. Fang7, X. Gao7,L. Yuan
BeihangUniversity,Beijing,China
M. Ahmad, Z. Hu, Y. Wang
DepartmentofPhysics,TsinghuaUniversity,Beijing,China
G.M. Chen, H.S. Chen,M. Chen, C.H. Jiang, D. Leggat, H. Liao, Z. Liu, A. Spiezia,J. Tao, E. Yazgan,
H. Zhang, S. Zhang8,J. Zhao
InstituteofHighEnergyPhysics,Beijing,China
A. Agapitos, Y. Ban, G. Chen, A. Levin, J. Li,L. Li, Q. Li,Y. Mao, S.J. Qian, D. Wang,Q. Wang
StateKeyLaboratoryofNuclearPhysicsandTechnology,PekingUniversity,Beijing,China M. Xiao
ZhejiangUniversity,Hangzhou,China
C. Avila,A. Cabrera, C. Florez, C.F. González Hernández, M.A. Segura Delgado
UniversidaddeLosAndes,Bogota,Colombia
J. Mejia Guisao,J.D. Ruiz Alvarez,C.A. Salazar González, N. Vanegas Arbelaez
UniversidaddeAntioquia,Medellin,Colombia
D. Giljanovi ´c,N. Godinovic, D. Lelas, I. Puljak, T. Sculac
UniversityofSplit,FacultyofElectricalEngineering,MechanicalEngineeringandNavalArchitecture,Split,Croatia
Z. Antunovic, M. Kovac
UniversityofSplit,FacultyofScience,Split,Croatia
V. Brigljevic,D. Ferencek, K. Kadija,B. Mesic, M. Roguljic, A. Starodumov9,T. Susa
M.W. Ather,A. Attikis, E. Erodotou, A. Ioannou,M. Kolosova, S. Konstantinou, G. Mavromanolakis,
J. Mousa,C. Nicolaou, F. Ptochos, P.A. Razis,H. Rykaczewski, D. Tsiakkouri
UniversityofCyprus,Nicosia,Cyprus
M. Finger10,M. Finger Jr.10,A. Kveton, J. Tomsa
CharlesUniversity,Prague,CzechRepublic E. Ayala
EscuelaPolitecnicaNacional,Quito,Ecuador E. Carrera Jarrin
UniversidadSanFranciscodeQuito,Quito,Ecuador
Y. Assran11,12, S. Elgammal12
AcademyofScientificResearchandTechnologyoftheArabRepublicofEgypt,EgyptianNetworkofHighEnergyPhysics,Cairo,Egypt
S. Bhowmik, A. Carvalho Antunes De Oliveira,R.K. Dewanjee, K. Ehataht,M. Kadastik, M. Raidal,
C. Veelken
NationalInstituteofChemicalPhysicsandBiophysics,Tallinn,Estonia
P. Eerola,L. Forthomme, H. Kirschenmann,K. Osterberg, M. Voutilainen
DepartmentofPhysics,UniversityofHelsinki,Helsinki,Finland
F. Garcia, J. Havukainen, J.K. Heikkilä, V. Karimäki, M.S. Kim,R. Kinnunen, T. Lampén, K. Lassila-Perini,
S. Laurila, S. Lehti,T. Lindén, P. Luukka, T. Mäenpää,H. Siikonen, E. Tuominen, J. Tuominiemi
HelsinkiInstituteofPhysics,Helsinki,Finland T. Tuuva
LappeenrantaUniversityofTechnology,Lappeenranta,Finland
M. Besancon,F. Couderc, M. Dejardin, D. Denegri,B. Fabbro, J.L. Faure, F. Ferri, S. Ganjour, A. Givernaud,
P. Gras, G. Hamel de Monchenault,P. Jarry, C. Leloup,B. Lenzi, E. Locci, J. Malcles,J. Rander,
A. Rosowsky,M.Ö. Sahin, A. Savoy-Navarro13, M. Titov, G.B. Yu
IRFU,CEA,UniversitéParis-Saclay,Gif-sur-Yvette,France
S. Ahuja,C. Amendola, F. Beaudette, P. Busson, C. Charlot,B. Diab, G. Falmagne, R. Granier de Cassagnac,
I. Kucher, A. Lobanov, C. Martin Perez,M. Nguyen, C. Ochando, P. Paganini, J. Rembser,R. Salerno,
J.B. Sauvan, Y. Sirois,A. Zabi, A. Zghiche
LaboratoireLeprince-Ringuet,CNRS/IN2P3,EcolePolytechnique,InstitutPolytechniquedeParis,France
J.-L. Agram14,J. Andrea, D. Bloch,G. Bourgatte, J.-M. Brom, E.C. Chabert,C. Collard, E. Conte14,
J.-C. Fontaine14,D. Gelé, U. Goerlach,M. Jansová, A.-C. Le Bihan, N. Tonon,P. Van Hove
UniversitédeStrasbourg,CNRS,IPHCUMR7178,Strasbourg,France S. Gadrat
CentredeCalculdel’InstitutNationaldePhysiqueNucleaireetdePhysiquedesParticules,CNRS/IN2P3,Villeurbanne,France
S. Beauceron,C. Bernet, G. Boudoul,C. Camen, A. Carle, N. Chanon, R. Chierici, D. Contardo, P. Depasse,
H. El Mamouni,J. Fay, S. Gascon, M. Gouzevitch, B. Ille, Sa. Jain, F. Lagarde, I.B. Laktineh,H. Lattaud,
A. Lesauvage,M. Lethuillier, L. Mirabito,S. Perries, V. Sordini, L. Torterotot,G. Touquet,
M. Vander Donckt, S. Viret
G. Adamov
GeorgianTechnicalUniversity,Tbilisi,Georgia
Z. Tsamalaidze10
TbilisiStateUniversity,Tbilisi,Georgia
C. Autermann, L. Feld, K. Klein, M. Lipinski,D. Meuser, A. Pauls, M. Preuten, M.P. Rauch,J. Schulz,
M. Teroerde,B. Wittmer
RWTHAachenUniversity,I.PhysikalischesInstitut,Aachen,Germany
M. Erdmann,B. Fischer, S. Ghosh, T. Hebbeker,K. Hoepfner, H. Keller, L. Mastrolorenzo,
M. Merschmeyer,A. Meyer, P. Millet, G. Mocellin,S. Mondal, S. Mukherjee, D. Noll, A. Novak, T. Pook,
A. Pozdnyakov,T. Quast, M. Radziej, Y. Rath, H. Reithler, J. Roemer, A. Schmidt, S.C. Schuler, A. Sharma,
S. Wiedenbeck, S. Zaleski
RWTHAachenUniversity,III.PhysikalischesInstitutA,Aachen,Germany
G. Flügge, W. Haj Ahmad15,O. Hlushchenko, T. Kress, T. Müller,A. Nowack, C. Pistone,O. Pooth, D. Roy,
H. Sert, A. Stahl16
RWTHAachenUniversity,III.PhysikalischesInstitutB,Aachen,Germany
M. Aldaya Martin,P. Asmuss, I. Babounikau, H. Bakhshiansohi,K. Beernaert, O. Behnke,
A. Bermúdez Martínez, D. Bertsche, A.A. Bin Anuar, K. Borras17,V. Botta, A. Campbell, A. Cardini,
P. Connor,S. Consuegra Rodríguez, C. Contreras-Campana, V. Danilov,A. De Wit, M.M. Defranchis,
C. Diez Pardos,D. Domínguez Damiani,G. Eckerlin, D. Eckstein, T. Eichhorn, A. Elwood, E. Eren,
E. Gallo18,A. Geiser, A. Grohsjean, M. Guthoff,M. Haranko, A. Harb,A. Jafari, N.Z. Jomhari, H. Jung,
A. Kasem17, M. Kasemann,H. Kaveh, J. Keaveney, C. Kleinwort,J. Knolle,D. Krücker, W. Lange, T. Lenz,
J. Lidrych, K. Lipka,W. Lohmann19, R. Mankel, I.-A. Melzer-Pellmann,A.B. Meyer, M. Meyer, M. Missiroli,
J. Mnich, A. Mussgiller, V. Myronenko,D. Pérez Adán,S.K. Pflitsch, D. Pitzl, A. Raspereza,A. Saibel,
M. Savitskyi,V. Scheurer, P. Schütze, C. Schwanenberger, R. Shevchenko,A. Singh, H. Tholen, O. Turkot,
A. Vagnerini,M. Van De Klundert, R. Walsh, Y. Wen,K. Wichmann, C. Wissing, O. Zenaiev, R. Zlebcik
DeutschesElektronen-Synchrotron,Hamburg,Germany
R. Aggleton,S. Bein, L. Benato,A. Benecke, V. Blobel, T. Dreyer, A. Ebrahimi, F. Feindt, A. Fröhlich,
C. Garbers,E. Garutti, D. Gonzalez, P. Gunnellini, J. Haller, A. Hinzmann, A. Karavdina,G. Kasieczka,
R. Klanner, R. Kogler,N. Kovalchuk, S. Kurz, V. Kutzner, J. Lange,T. Lange, A. Malara, J. Multhaup,
C.E.N. Niemeyer,A. Perieanu, A. Reimers, O. Rieger,C. Scharf, P. Schleper, S. Schumann,J. Schwandt,
J. Sonneveld,H. Stadie, G. Steinbrück, F.M. Stober,B. Vormwald, I. Zoi
UniversityofHamburg,Hamburg,Germany
M. Akbiyik, C. Barth,M. Baselga, S. Baur, T. Berger,E. Butz, R. Caspart,T. Chwalek, W. De Boer,
A. Dierlamm, K. El Morabit,N. Faltermann, M. Giffels,P. Goldenzweig, A. Gottmann,M.A. Harrendorf,
F. Hartmann16,U. Husemann, S. Kudella, S. Mitra, M.U. Mozer,D. Müller, Th. Müller, M. Musich,
A. Nürnberg, G. Quast, K. Rabbertz,M. Schröder, I. Shvetsov, H.J. Simonis,R. Ulrich, M. Wassmer,
M. Weber, C. Wöhrmann, R. Wolf
KarlsruherInstitutfuerTechnologie,Karlsruhe,Germany
G. Anagnostou, P. Asenov, G. Daskalakis,T. Geralis,A. Kyriakis, D. Loukas, G. Paspalaki
InstituteofNuclearandParticlePhysics(INPP),NCSRDemokritos,AghiaParaskevi,Greece
M. Diamantopoulou,G. Karathanasis, P. Kontaxakis,A. Manousakis-katsikakis, A. Panagiotou,
I. Papavergou, N. Saoulidou, A. Stakia,K. Theofilatos, K. Vellidis,E. Vourliotis
G. Bakas, K. Kousouris,I. Papakrivopoulos,G. Tsipolitis NationalTechnicalUniversityofAthens,Athens,Greece
I. Evangelou,C. Foudas, P. Gianneios, P. Katsoulis, P. Kokkas, S. Mallios,K. Manitara, N. Manthos,
I. Papadopoulos,J. Strologas, F.A. Triantis,D. Tsitsonis
UniversityofIoánnina,Ioánnina,Greece
M. Bartók20, R. Chudasama, M. Csanad, P. Major, K. Mandal, A. Mehta, M.I. Nagy, G. Pasztor, O. Surányi,
G.I. Veres
MTA-ELTELendületCMSParticleandNuclearPhysicsGroup,EötvösLorándUniversity,Budapest,Hungary
G. Bencze,C. Hajdu, D. Horvath21, F. Sikler,T.Á. Vámi, V. Veszpremi, G. Vesztergombi†
WignerResearchCentreforPhysics,Budapest,Hungary
N. Beni,S. Czellar, J. Karancsi20,J. Molnar, Z. Szillasi
InstituteofNuclearResearchATOMKI,Debrecen,Hungary
P. Raics,D. Teyssier, Z.L. Trocsanyi, B. Ujvari
InstituteofPhysics,UniversityofDebrecen,Debrecen,Hungary
T. Csorgo, W.J. Metzger, F. Nemes, T. Novak
EszterhazyKarolyUniversity,KarolyRobertCampus,Gyongyos,Hungary
S. Choudhury,J.R. Komaragiri, P.C. Tiwari
IndianInstituteofScience(IISc),Bangalore,India
S. Bahinipati22,C. Kar, G. Kole, P. Mal, V.K. Muraleedharan Nair Bindhu, A. Nayak23, D.K. Sahoo22,
S.K. Swain
NationalInstituteofScienceEducationandResearch,HBNI,Bhubaneswar,India
S. Bansal,S.B. Beri, V. Bhatnagar, S. Chauhan,R. Chawla, N. Dhingra, R. Gupta, A. Kaur, M. Kaur, S. Kaur,
P. Kumari,M. Lohan, M. Meena, K. Sandeep, S. Sharma, J.B. Singh, A.K. Virdi, G. Walia
PanjabUniversity,Chandigarh,India
A. Bhardwaj,B.C. Choudhary, R.B. Garg,M. Gola, S. Keshri, Ashok Kumar,M. Naimuddin, P. Priyanka,
K. Ranjan,Aashaq Shah, R. Sharma
UniversityofDelhi,Delhi,India
R. Bhardwaj24, M. Bharti24, R. Bhattacharya,S. Bhattacharya, U. Bhawandeep24, D. Bhowmik, S. Dutta,
S. Ghosh,B. Gomber25,M. Maity26,K. Mondal, S. Nandan, A. Purohit,P.K. Rout, G. Saha,S. Sarkar,
T. Sarkar26,M. Sharan, B. Singh24,S. Thakur24
SahaInstituteofNuclearPhysics,HBNI,Kolkata,India
P.K. Behera,P. Kalbhor, A. Muhammad, P.R. Pujahari,A. Sharma, A.K. Sikdar
IndianInstituteofTechnologyMadras,Madras,India
D. Dutta, V. Jha, V. Kumar, D.K. Mishra, P.K. Netrakanti, L.M. Pant, P. Shukla
BhabhaAtomicResearchCentre,Mumbai,India
T. Aziz,M.A. Bhat, S. Dugad, G.B. Mohanty, N. Sur, RavindraKumar Verma
S. Banerjee, S. Bhattacharya, S. Chatterjee,P. Das, M. Guchait, S. Karmakar,S. Kumar, G. Majumder,
K. Mazumdar,N. Sahoo, S. Sawant
TataInstituteofFundamentalResearch-B,Mumbai,India
S. Dube, B. Kansal,A. Kapoor, K. Kothekar, S. Pandey, A. Rane,A. Rastogi, S. Sharma
IndianInstituteofScienceEducationandResearch(IISER),Pune,India
S. Chenarani27, E. Eskandari Tadavani,S.M. Etesami27,M. Khakzad, M. Mohammadi Najafabadi,
M. Naseri, F. Rezaei Hosseinabadi
InstituteforResearchinFundamentalSciences(IPM),Tehran,Iran
M. Felcini,M. Grunewald
UniversityCollegeDublin,Dublin,Ireland
M. Abbresciaa,b, R. Alya,b,28,C. Calabriaa,b,A. Colaleoa,D. Creanzaa,c, L. Cristellaa,b,N. De Filippisa,c,
M. De Palmaa,b, A. Di Florioa,b, W. Elmetenaweea,b, L. Fiorea, A. Gelmia,b,G. Iasellia,c,M. Incea,b,
S. Lezkia,b,G. Maggia,c,M. Maggia, J.A. Merlin, G. Minielloa,b, S. Mya,b, S. Nuzzoa,b,A. Pompilia,b,
G. Pugliesea,c,R. Radognaa, A. Ranieria, G. Selvaggia,b, L. Silvestrisa, F.M. Simonea,b,R. Vendittia,
P. Verwilligena
aINFNSezionediBari,Bari,Italy bUniversitàdiBari,Bari,Italy cPolitecnicodiBari,Bari,Italy
G. Abbiendia,C. Battilanaa,b,D. Bonacorsia,b,L. Borgonovia,b,S. Braibant-Giacomellia,b,
R. Campaninia,b, P. Capiluppia,b,A. Castroa,b,F.R. Cavalloa, C. Cioccaa, G. Codispotia,b, M. Cuffiania,b,
G.M. Dallavallea,F. Fabbria, A. Fanfania,b, E. Fontanesia,b,P. Giacomellia,C. Grandia,L. Guiduccia,b,
F. Iemmia,b, S. Lo Meoa,29, S. Marcellinia, G. Masettia, F.L. Navarriaa,b,A. Perrottaa, F. Primaveraa,b,
A.M. Rossia,b, T. Rovellia,b, G.P. Sirolia,b,N. Tosia
aINFNSezionediBologna,Bologna,Italy bUniversitàdiBologna,Bologna,Italy
S. Albergoa,b,30,S. Costaa,b,A. Di Mattiaa, R. Potenzaa,b,A. Tricomia,b,30,C. Tuvea,b
aINFNSezionediCatania,Catania,Italy bUniversitàdiCatania,Catania,Italy
G. Barbaglia, A. Cassese,R. Ceccarelli, V. Ciullia,b, C. Civininia, R. D’Alessandroa,b,F. Fioria,E. Focardia,b,
G. Latinoa,b, P. Lenzia,b, M. Meschinia, S. Paolettia,G. Sguazzonia,L. Viliania
aINFNSezionediFirenze,Firenze,Italy bUniversitàdiFirenze,Firenze,Italy
L. Benussi, S. Bianco, D. Piccolo
INFNLaboratoriNazionalidiFrascati,Frascati,Italy
M. Bozzoa,b,F. Ferroa,R. Mulargiaa,b,E. Robuttia, S. Tosia,b
aINFNSezionediGenova,Genova,Italy bUniversitàdiGenova,Genova,Italy
A. Benagliaa, A. Beschia,b,F. Brivioa,b,V. Cirioloa,b,16, M.E. Dinardoa,b,P. Dinia, S. Gennaia,
A. Ghezzia,b, P. Govonia,b, L. Guzzia,b,M. Malbertia,S. Malvezzia,D. Menascea, F. Montia,b, L. Moronia,
M. Paganonia,b,D. Pedrinia,S. Ragazzia,b, T. Tabarelli de Fatisa,b,D. Valsecchia,b, D. Zuoloa,b
aINFNSezionediMilano-Bicocca,Milano,Italy bUniversitàdiMilano-Bicocca,Milano,Italy
S. Buontempoa, N. Cavalloa,c, A. De Iorioa,b,A. Di Crescenzoa,b, F. Fabozzia,c,F. Fiengaa, G. Galatia,
aINFNSezionediNapoli,Napoli,Italy bUniversitàdiNapoli‘FedericoII’,Napoli,Italy cUniversitàdellaBasilicata,Potenza,Italy dUniversitàG.Marconi,Roma,Italy
P. Azzia, N. Bacchettaa, D. Biselloa,b, A. Bolettia,b, A. Bragagnoloa,b,R. Carlina,b, P. Checchiaa,
P. De Castro Manzanoa,T. Dorigoa, U. Dossellia,F. Gasparinia,b,U. Gasparinia,b,A. Gozzelinoa,
S.Y. Hoha,b, P. Lujana,M. Margonia,b,A.T. Meneguzzoa,b,J. Pazzinia,b,M. Presillab, P. Ronchesea,b,
R. Rossina,b, F. Simonettoa,b,A. Tikoa, M. Tosia,b,M. Zanettia,b,P. Zottoa,b,G. Zumerlea,b
aINFNSezionediPadova,Padova,Italy bUniversitàdiPadova,Padova,Italy cUniversitàdiTrento,Trento,Italy
A. Braghieria, D. Fiorinaa,b,P. Montagnaa,b, S.P. Rattia,b,V. Rea,M. Ressegottia,b,C. Riccardia,b, P. Salvinia, I. Vaia, P. Vituloa,b
aINFNSezionediPavia,Pavia,Italy bUniversitàdiPavia,Pavia,Italy
M. Biasinia,b,G.M. Bileia,D. Ciangottinia,b, L. Fanòa,b,P. Laricciaa,b,R. Leonardia,b, E. Manonia,
G. Mantovania,b, V. Mariania,b,M. Menichellia,A. Rossia,b,A. Santocchiaa,b, D. Spigaa
aINFNSezionediPerugia,Perugia,Italy bUniversitàdiPerugia,Perugia,Italy
K. Androsova, P. Azzurria, G. Bagliesia, V. Bertacchia,c,L. Bianchinia,T. Boccalia,R. Castaldia,
M.A. Cioccia,b,R. Dell’Orsoa, S. Donatoa, G. Fedia,L. Gianninia,c, A. Giassia,M.T. Grippoa, F. Ligabuea,c,
E. Mancaa,c,G. Mandorlia,c, A. Messineoa,b, F. Pallaa,A. Rizzia,b, G. Rolandi31,S. Roy Chowdhury,
A. Scribanoa,P. Spagnoloa, R. Tenchinia,G. Tonellia,b, N. Turini,A. Venturia, P.G. Verdinia
aINFNSezionediPisa,Pisa,Italy bUniversitàdiPisa,Pisa,Italy
cScuolaNormaleSuperiorediPisa,Pisa,Italy
F. Cavallaria,M. Cipriania,b, D. Del Rea,b,E. Di Marcoa, M. Diemoza, E. Longoa,b, P. Meridiania,
G. Organtinia,b,F. Pandolfia, R. Paramattia,b,C. Quarantaa,b,S. Rahatloua,b,C. Rovellia,
F. Santanastasioa,b, L. Soffia,b
aINFNSezionediRoma,Rome,Italy bSapienzaUniversitàdiRoma,Rome,Italy
N. Amapanea,b,R. Arcidiaconoa,c, S. Argiroa,b, M. Arneodoa,c,N. Bartosika,R. Bellana,b,A. Bellora,
C. Biinoa, A. Cappatia,b,N. Cartigliaa,S. Comettia,M. Costaa,b, R. Covarellia,b,N. Demariaa, B. Kiania,b,
F. Legger, C. Mariottia, S. Masellia,E. Migliorea,b, V. Monacoa,b, E. Monteila,b, M. Montenoa,
M.M. Obertinoa,b, G. Ortonaa,b, L. Pachera,b, N. Pastronea,M. Pelliccionia,G.L. Pinna Angionia,b,
A. Romeroa,b,M. Ruspaa,c, R. Salvaticoa,b, V. Solaa,A. Solanoa,b,D. Soldia,b,A. Staianoa,D. Trocinoa,b
aINFNSezionediTorino,Torino,Italy bUniversitàdiTorino,Torino,Italy
cUniversitàdelPiemonteOrientale,Novara,Italy
S. Belfortea,V. Candelisea,b, M. Casarsaa,F. Cossuttia,A. Da Rolda,b,G. Della Riccaa,b,F. Vazzolera,b,
A. Zanettia
aINFNSezionediTrieste,Trieste,Italy bUniversitàdiTrieste,Trieste,Italy
B. Kim, D.H. Kim,G.N. Kim, J. Lee, S.W. Lee, C.S. Moon, Y.D. Oh,S.I. Pak, S. Sekmen, D.C. Son,Y.C. Yang
KyungpookNationalUniversity,Daegu,RepublicofKorea
H. Kim,D.H. Moon, G. Oh
B. Francois, T.J. Kim, J. Park HanyangUniversity,Seoul,RepublicofKorea
S. Cho,S. Choi, Y. Go, S. Ha,B. Hong, K. Lee, K.S. Lee,J. Lim, J. Park, S.K. Park,Y. Roh, J. Yoo
KoreaUniversity,Seoul,RepublicofKorea J. Goh
KyungHeeUniversity,DepartmentofPhysics,RepublicofKorea H.S. Kim
SejongUniversity,Seoul,RepublicofKorea
J. Almond, J.H. Bhyun, J. Choi,S. Jeon, J. Kim, J.S. Kim, H. Lee,K. Lee, S. Lee, K. Nam,M. Oh, S.B. Oh,
B.C. Radburn-Smith, U.K. Yang,H.D. Yoo, I. Yoon
SeoulNationalUniversity,Seoul,RepublicofKorea
D. Jeon, J.H. Kim, J.S.H. Lee, I.C. Park, I.J. Watson
UniversityofSeoul,Seoul,RepublicofKorea
Y. Choi,C. Hwang, Y. Jeong, J. Lee, Y. Lee, I. Yu
SungkyunkwanUniversity,Suwon,RepublicofKorea
V. Veckalns32
RigaTechnicalUniversity,Riga,Latvia
V. Dudenas, A. Juodagalvis,A. Rinkevicius, G. Tamulaitis, J. Vaitkus
VilniusUniversity,Vilnius,Lithuania
Z.A. Ibrahim, F. Mohamad Idris33, W.A.T. Wan Abdullah,M.N. Yusli, Z. Zolkapli
NationalCentreforParticlePhysics,UniversitiMalaya,KualaLumpur,Malaysia
J.F. Benitez, A. Castaneda Hernandez,J.A. Murillo Quijada, L. Valencia Palomo
UniversidaddeSonora(UNISON),Hermosillo,Mexico
H. Castilla-Valdez, E. De La Cruz-Burelo,I. Heredia-De La Cruz34,R. Lopez-Fernandez,
A. Sanchez-Hernandez
CentrodeInvestigacionydeEstudiosAvanzadosdelIPN,MexicoCity,Mexico
S. Carrillo Moreno, C. Oropeza Barrera, M. Ramirez-Garcia, F. Vazquez Valencia
UniversidadIberoamericana,MexicoCity,Mexico
J. Eysermans, I. Pedraza, H.A. Salazar Ibarguen, C. Uribe Estrada
BenemeritaUniversidadAutonomadePuebla,Puebla,Mexico A. Morelos Pineda
UniversidadAutónomadeSanLuisPotosí,SanLuisPotosí,Mexico
J. Mijuskovic2,N. Raicevic
UniversityofMontenegro,Podgorica,Montenegro D. Krofcheck
S. Bheesette,P.H. Butler UniversityofCanterbury,Christchurch,NewZealand
A. Ahmad, M. Ahmad, Q. Hassan,H.R. Hoorani, W.A. Khan,M.A. Shah, M. Shoaib, M. Waqas
NationalCentreforPhysics,Quaid-I-AzamUniversity,Islamabad,Pakistan
V. Avati,L. Grzanka,M. Malawski
AGHUniversityofScienceandTechnologyFacultyofComputerScience,ElectronicsandTelecommunications,Krakow,Poland
H. Bialkowska,M. Bluj, B. Boimska,M. Górski, M. Kazana, M. Szleper, P. Zalewski
NationalCentreforNuclearResearch,Swierk,Poland
K. Bunkowski, A. Byszuk35,K. Doroba, A. Kalinowski, M. Konecki,J. Krolikowski, M. Olszewski,
M. Walczak
InstituteofExperimentalPhysics,FacultyofPhysics,UniversityofWarsaw,Warsaw,Poland
M. Araujo,P. Bargassa, D. Bastos, A. Di Francesco, P. Faccioli,B. Galinhas, M. Gallinaro,J. Hollar,
N. Leonardo,T. Niknejad,J. Seixas, K. Shchelina,G. Strong, O. Toldaiev, J. Varela
LaboratóriodeInstrumentaçãoeFísicaExperimentaldePartículas,Lisboa,Portugal
S. Afanasiev,P. Bunin, M. Gavrilenko,I. Golutvin, I. Gorbunov, A. Kamenev,V. Karjavine,A. Lanev,
A. Malakhov,V. Matveev36,37, P. Moisenz, V. Palichik,V. Perelygin, M. Savina, S. Shmatov, S. Shulha,
N. Skatchkov,V. Smirnov, N. Voytishin, A. Zarubin
JointInstituteforNuclearResearch,Dubna,Russia
L. Chtchipounov,V. Golovtcov, Y. Ivanov,V. Kim38,E. Kuznetsova39, P. Levchenko,V. Murzin,
V. Oreshkin,I. Smirnov, D. Sosnov,V. Sulimov, L. Uvarov, A. Vorobyev
PetersburgNuclearPhysicsInstitute,Gatchina(St.Petersburg),Russia
Yu. Andreev,A. Dermenev,S. Gninenko, N. Golubev, A. Karneyeu, M. Kirsanov,N. Krasnikov,
A. Pashenkov,D. Tlisov, A. Toropin
InstituteforNuclearResearch,Moscow,Russia
V. Epshteyn,V. Gavrilov, N. Lychkovskaya,A. Nikitenko40,V. Popov, I. Pozdnyakov, G. Safronov,
A. Spiridonov,A. Stepennov, M. Toms,E. Vlasov,A. Zhokin
InstituteforTheoreticalandExperimentalPhysicsnamedbyA.I.AlikhanovofNRC‘KurchatovInstitute’,Moscow,Russia T. Aushev
MoscowInstituteofPhysicsandTechnology,Moscow,Russia
M. Chadeeva41, P. Parygin,D. Philippov,E. Popova, V. Rusinov
NationalResearchNuclearUniversity‘MoscowEngineeringPhysicsInstitute’(MEPhI),Moscow,Russia
V. Andreev,M. Azarkin, I. Dremin, M. Kirakosyan, A. Terkulov
P.N.LebedevPhysicalInstitute,Moscow,Russia
A. Baskakov,A. Belyaev, E. Boos,V. Bunichev, M. Dubinin42, L. Dudko, A. Ershov, V. Klyukhin,
O. Kodolova,I. Lokhtin,S. Obraztsov, M. Perfilov, V. Savrin
SkobeltsynInstituteofNuclearPhysics,LomonosovMoscowStateUniversity,Moscow,Russia
A. Barnyakov43, V. Blinov43, T. Dimova43,L. Kardapoltsev43, Y. Skovpen43