Contents lists available atScienceDirect
Physics
Letters
B
www.elsevier.com/locate/physletb
Search
for
neutral
resonances
decaying
into
a
Z
boson
and
a
pair
of
b
jets
or
τ
leptons
.
The
CMS
Collaboration
CERN,Switzerland
a
r
t
i
c
l
e
i
n
f
o
a
b
s
t
r
a
c
t
Articlehistory: Received9March2016Receivedinrevisedform15May2016 Accepted27May2016
Availableonline31May2016 Editor: M.Doser Keywords: CMS Physics Higgs 2HDM BSM b-Tagging Tau Lepton
AsearchisperformedforanewresonancedecayingintoalighterresonanceandaZboson.Twochannels arestudied,targetingthedecayofthelighterresonanceintoeitherapairofoppositelycharged
τ
leptons orabb pair. TheZbosonis identifiedviaitsdecays toelectrons ormuons. The searchexploitsdata collectedbytheCMSexperiment atacentre-of-massenergyof8TeV,correspondingtoan integrated luminosityof19.8fb−1.Nosignificantdeviationsareobservedfromthestandardmodelexpectationand limitsaresetonproductioncrosssectionsandparametersoftwo-Higgs-doubletmodels.©2016TheAuthor.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
1. Introduction
Theobservationofanewparticlewithamassofapproximately 125GeV was reportedby theATLASandCMSexperiments atthe CERNLHC inthe WW,ZZand
γ γ
final states [1–3].Evidence of the decay of the particle to pairs of fermions (τ τ
and bb) has also been reported in Refs. [4–6]. The measurements of branch-ing fractions, production rates,spin andparity are all consistent with the predictions for the standard model (SM) Higgs boson[7,8],whereinasingledoubletofHiggsfieldsispresent.However, additionalHiggsbosons are expectedinsimpleextensions ofthe SM scalarsector, such asmodels withtwo Higgs-bosondoublets (2HDMs) [9]. These models predict five physical Higgs particles thatariseasaconsequenceoftheelectroweaksymmetry-breaking mechanism:twoneutralCP-evenscalars(h,H),oneneutralCP-odd pseudoscalar(A),andtwochargedscalars(H±).
Animportant motivationfor 2HDMsis that such models pro-vide away toaccommodate the asymmetry betweenmatterand antimatterobservedintheuniverse[9,10].AnextensionoftheSM scalarsectorwithtwo Higgsbosondoublets wouldalsonaturally arisein supersymmetry[11,12],which requiresa scalarstructure morecomplexthanasingle doublet.Axionmodels[13]providea
E-mailaddress:cms-publication-committee-chair@cern.ch.
stronginteractionthatdoesnotviolateCPsymmetryandgiverise toaneffectivelow-energytheorywithtwoHiggsdoublets.Finally, ithasrecentlybeennoted[14] thatcertainrealisationsof2HDMs can accommodate the muon g-2 anomaly [15] without violating presenttheoreticalandexperimentalconstraints.
In the most general case, 14 parameters describe the scalar sector of a 2HDM[9].Only sixfree parameters remain once the experimental observationsareincludedby imposingtheso-called
Z
2 symmetry to suppressflavour changing neutralcurrents, andby fixing both thevalues of themass of the recentlydiscovered SM-like Higgsboson(125GeV)[16] andtheelectroweakvacuum expectationvalue (246GeV).The compatibilityofaSM-likeHiggs boson with 2HDMs is possible in the so-called alignment limit. Thealignmentlimitisreachedwhencos
(β
−
α
)
→
0,wheretanβ
is the ratioof thevacuum expectationvaluesandα
is the mix-ingangleofthetwoHiggsdoublets. Insucharegime,one ofthe CP-evenscalars, h or H,is identified withthe SM-like Higgs bo-son. Arecenttheoreticalstudy[10] hasshownthat,in thislimit, a large mass splitting (>
100 GeV) betweenthe A andH bosons would favour the electroweak phase transition that wouldbe at theoriginofbaryogenesisintheearlyuniverse,satisfyingthereby thecurrentlyobservedmatter–antimatterasymmetry.Inthis con-text, themost frequentdecaymode ofthe pseudoscalarA boson would be A→
ZH. Since the analysis strategy presented in this paperisindependentoftheassumedmodelandparityoftheres-http://dx.doi.org/10.1016/j.physletb.2016.05.087
0370-2693/©2016TheAuthor.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).Fundedby SCOAP3.
onance,theresultscanalsobeinterpretedinthereversedtopology H
→
ZA,wheretheexpected2HDMmasshierarchyisinvertedand themassofAisexpectedtobelight[17].Forbothtopologies,the lighterscalarresonance(AorH)isnotidentifiedwiththeSM-like Higgsboson.Thispaperdescribesthefirst CMSsearch foranewresonance decayingintoalighterresonanceandaZboson.Twosearchesare performed,targetingthedecayofthelighterresonanceintoeither apairofoppositely charged
τ
leptonsorabb pair.Inbothcases, the Z boson is identified via its decay into a pair of oppositely chargedelectrons ormuons(lightleptons),labelledinthetextby thesymbol.Thechoiceofbb and
τ τ
finalstatesismotivatedby thelargebranchingfractionspredictedinmostofthe2HDMphase space[18].Fortheτ τ
channel,thefollowingτ τ
finalstatesare considered:eμ
,eτ
h,μτ
h,andτ
hτ
h,whereτ
hindicatesthedecaysτ
→
hadrons+
ν
τ . Given its sensitivity to the 2HDMparameter spaceregion where cos(β
−
α
)
≈
0,the search presented in this paperiscomplementarytootherrelatedsearchesperformedinthe samefinalstatebytheATLASandCMScollaborations[19,20].2. TheCMSdetector
Thecentralfeature oftheCMSapparatusisasuperconducting solenoid of6 m internal diameter, providing a magnetic field of 3.8 T.Locatedinconcentriclayers withinthesolenoidvolumeare a silicon pixel andstrip tracker, a lead tungstate crystal electro-magnetic calorimeter(ECAL), anda brass and scintillator hadron calorimeter (HCAL), each composed of one barrel and two end-capsections.Theselayersprovidecoverageuptoapseudorapidity
|
η
|
=
2.
5.Extensiveforwardcalorimetrycomplementsareprovided bytheendcapdetectorsfor|
η
|
<
5.
2.Combiningtheenergy mea-surementin the ECAL with the measurement in the tracker,the momentumresolutionforelectronswithpT≈
45GeV fromZ→
eedecaysrangesfrom1.7% fornonshowering electronsinthe barrel regionto4.5%forshoweringelectronsintheendcaps[21].Muons are measured in gas-ionisation detectors embedded in the steel flux-return yoke outside the solenoid. They cover the pseudora-pidity range
|
η
|
<
2.
4, with detection planes made using three technologies: drift tubes, cathode strip chambers, and resistive platechambers.Matchingmuonstotracksmeasuredinthesilicon tracker results in a relative transverse momentum resolution for muonswith20<
pT<
100GeV of1.3–2.0%inthebarrelandbet-terthan6% intheendcaps[22].The firstleveloftheCMStrigger systemusesinformationfromthecalorimetersandmuondetectors toselectthe mostinteresting events.Ahigh-level trigger proces-sorfarmdecreasestheeventratefromapproximately100 kHzto 600 Hzbeforedatastorage.AmoredetaileddescriptionoftheCMS detector,together witha definitionof thecoordinate systemand kinematicvariables,canbefoundinRef.[23].
3. Dataandsimulatedsamples
ThedatausedforthissearchwerecollectedbytheCMS exper-imentat
√
s=
8TeV, andcorrespond to a total integrated lumi-nosityof19.8fb−1.Theaveragenumberofinteractionsperbunchcrossing(pileup)inthedatawas21[24].Eventswereselected us-ingdielectronanddimuontriggers[21,22].ThesetriggershavepT
thresholdsof17and8GeV for theleadingandsubleadinglepton respectively,andrequirerelativelyloosereconstructionand identi-ficationcriteria.
Themain SMbackgroundprocesses givingrise toprompt lep-tonsareW/Z
+
jets, tt+
jets,tW, anddibosonproduction(WW, ZZ, and WZ). The SM background contribution from ZZ is gen-erated at next-to-leading order (NLO) with powheg 1.0 [25] for theτ τ
channelandusingtheleading-order(LO) MadGraph 5.1Monte Carlo(MC) program [26],matched to pythia 6.4 [27] for the parton showering and hadronization, for the
bb channel. Single top quark events are generatedat NLO using powheg 1.0. Simulated eventsfor other samplesare obtainedusing the Mad-Graph 5.1 MC matched to pythia 6.4. The pythia parameters affecting thedescription oftheunderlying eventare setto those of the Z2*tune [28]. All generators used forprocesses including
τ
leptons in the final state are interfaced with tauola 2.4 [29]forthe simulationofthe
τ
decays.Thedetectorresponse is sim-ulated usinga detaileddescriptionof CMS, basedon the Geant4 toolkit[30].Thesimulatedsamplesaccountforcontributionsfrom pileupcollisionsthatreflectthedistributionsobservedindata.The trigger andreconstruction efficiencyinthe simulationis rescaled byasmuchas2%inordertomatchthatmeasuredinthedata[24]. Twobenchmark2HDMprocessesareconsideredassignal:H→
ZA and A→
ZH,wherethelightestboson(pseudoscalarorscalar, according to the process) can decaytoτ τ
or bb,and the Z de-cays to. The MadGraph 5.1program,interfacedto pythia 6.4 and tauola 2.4,wasusedtogeneratesignalsamplescorresponding to differentvaluesofAandH masses(mA andmH,respectively).
The same propertiesof the SM Higgs boson are assigned to the lightest scalarboson,h, andits massmhisfixed at125GeV. The
identification of the observed Higgs boson, together with all its measuredproperties,withthescalarh constrainsthe phenomeno-logically reliable parameterspace regions to not depart fromthe SM-likeconditioncos
(β
−
α
)
≈
0.Thiscorrespondstotheso-called alignmentlimit[31].Consideringtheparameterspacestillallowed bydirectsearches[12],thechosenvaluesforcos(β
−
α
)
andtanβ
are0.01and1.5,respectively,andtype-IIYukawacouplingsare as-sumedforthebenchmarkprocesses.The massesofthe chargedHiggsbosons (mH±) are keptequal
to the highest mass involved in the signal process (mH or mA)
topreserve thedegeneracym2H±
≈
mH2/A [17],denotingwithmH/Athe massofthe scalarH or the massofthe pseudoscalarA. The value ofthem12 parameter,thesoft
Z
2 symmetrybreakingmass,was set to m2
12
=
m2H±tanβ/(
1+
tan2
β)
, accordingto themini-malsupersymmetricstandardmodel(MSSM)parametrisation[11]. The value ofthecomplex couplings
λ
6 andλ
7 in thisparametri-sation are set to zero, in order to avoid tree-level CP violation. The productioncross sections, used for the normalisation of the signal samples, are computed using the SusHi 1.4 program [32], which provides next-to-next-to-leading-order (NNLO) predictions. The branching fractionfor the heavy andlight Higgs bosons are obtainedusing the 2hdmc 1.6program [33], followingthe guide-linesinRefs.[34,35].
The signal benchmark where the light boson decays into
τ τ
is simulated for values of mH/A andmA/H varying in the ranges
200–1000 and 15–900 GeV, respectively, with the constraint mH/A
>
mA/H+
mZ.Forthebb analysisthelowerboundforthe
invariant massmA/H goesdownto10GeV. TheregionwheremH
issmallerthanmhisnotpertinentinthismodel. 4. Eventreconstructionandselection
Event reconstruction is based on the particle-flow algorithm
[36,37], which exploits information from all the CMS subdetec-tors to identify andreconstruct individual particles in theevent: muons,electrons,photons,chargedandneutralhadrons.Such par-ticles are algorithmically combined to form the jets, the
τ
hcan-didates, the missing transverse momentum p
missT , definedas the projectionontheplaneperpendiculartothebeamsofthenegative vector sumoftheparticles momentaandits magnitude, denoted as EmissT . To minimisethe contributions from pileup interactions, charged tracks are requiredto originate fromthe primary vertex (reconstructed using the deterministic annealing algorithm [38]),whichistheonecharacterisedbythelargestp2
Tsumofits
associ-atedtracks.
Electronsare identified by combininginformation fromtracks and ECAL clusters, including energy depositions from final-state radiation[21].Muonsareidentifiedthroughacombinedfitto po-sition measurements from both the inner tracker and the muon detectors[22].The
τ
hobjectsareidentifiedandreconstructedus-ing the “hadron-plus-strips” algorithm [39], which uses charged hadrons and photons to reconstruct the main hadronic decay modesofthe
τ
lepton: onechargedhadron, one chargedhadron and photons, and three charged hadrons. Electrons and muons can be misidentified as hadronic taus if produced in jets or if close-byactivityfrompile-uporbremsstrahlungispresent.These misidentifications are suppressed using dedicated criteria based ontheconsistencybetweenthe measurementsinthetracker,the calorimeters,andthemuondetector[39].Torejectnonpromptor misidentified leptons, requirements are imposed on the isolation criteria,basedonthesumofdepositedenergies.Theabsolute lep-ton isolation Iabs is definedby the scalar sum of the pT of thecharged particles from the primary vertex, neutral hadrons, and photonsinan isolationcone ofsize
R
=
√
(
η
)
2+ (φ)
2=
0.
4 (R
=
0.
3 for electrons),centred around the leptondirection. To reduce theeffectfrompileup, theenergydepositreleased inthe isolation cone by charged particles not associated with the pri-mary vertex is subtracted from the neutral particles pT scalarsum. For electrons and muons the relative isolation, defined as Irel
=
Iabs/
pT,isused.Jetsare clusteredusingtheanti-kT algorithm[40],witha
dis-tance parameter of 0.5, as implemented in the Fastjet software package [41]. Charged particles not associated with the primary vertexare excluded by means of the charged-hadronsubtraction technique [42]. Theremaining energy originatingfrompileup in-teractions, includingthe neutralcomponents,is subtracted based onthe medianenergydensityin the detectorcomputedthrough theeffectivejet areatechnique [43].The identificationofb quark initiated jetsisachieved throughthe combined secondaryvertex (CSV) algorithm [44], which exploits observables related to the longlifetimeofBhadrons.
4.1.SelectionforZ
→
Inselecting
bb and
τ τ
events, theleptons fromZ boson decayare requiredto be well within the CMStrigger and detec-tor acceptance of pT>
20 GeV and|
η
|
<
2.
5 for electrons, andpT
>
20 GeV,|
η
|
<
2.
4 for muons. Muon momentum-scale [22]and electron energy corrections [21] are applied to recover the globalshiftofthescaleobservedbetweendataandsimulation.The requirementontherelativeisolationfortheleptonsissetto Irel
<
0.15forelectronsandIrel
<
0.2formuonsinselectingbb events.
For the leptons from the Z boson, in the case of
τ τ
events, the required relative isolation is Irel<
0.3. The presence of tworeconstructed same-flavour, oppositely charged lepton candidates forming a pair with invariant mass in the range of 76–106 GeV isrequired to suppress contamination of non-resonant Drell–Yan
+
jets and tt processes. In events where multiple Z candidates arepresent,theleptonpairwiththeinvariantmassclosesttothe nominalZbosonmass[45]ischosen.4.2.Eventselectionfor
bb
For the
bb search, the jets are selected to be in the kine-maticregionpT
>
30GeV and|
η
|
<
2.
4.AtleasttwoCSVb-taggedjetsare requiredto bepresentintheevent, toreduce the contri-bution of Z
+
light-parton jets(originating from gluons oru, d,or s quarks) events. The threshold on the b tagging discrimina-torcorresponds toa btaggingefficiencygreater than65% andto amisidentificationprobabilityforlight-partonjetsof1%[44].The twob-taggedjetswithhighestvaluesoftheCSVdiscriminantare consideredascandidatedecayproductsofthenewlightresonance.
The Emiss
T significance[46,47],representinga
χ
2differencebe-tweenthe observedresultfor EmissT andthe EmissT
=
0 hypothesis, is used to suppress background events originating from tt pro-cesses.Thisvariableprovidesanevent-by-eventassessmentofthe likelihood that the observedmissing transverse energyis consis-tent with zero giventhe reconstructed content of the eventand known measurement resolutions. This variable is a stronger dis-criminantagainsttt backgroundthanEmissT aloneandalsoprovides smaller systematic uncertainties. The distribution of the tt com-ponentmotivatesthe requirementonthe EmissT significancetobe smallerthan 10.4.3. Eventselectionfor
τ τ
To increase thesignal sensitivityin thehigh
τ τ
mass region, theτ τ
event selection includes the requirement of a trans-versely boosted Z boson (pT>
20 GeV), together with a large(
>
1.5 rad) azimuthal anglebetween the Z boson flight direction and pmissT ,particularlyeffectivein suppressingtheZ+
jets back-ground.Inadditiontothetwolightleptonsrequiredtoreconstruct theZboson,twoadditionaloppositelychargedanddifferent-flavor leptons (e,μ
, andτ
h) are used to reconstructthe Aor H bosoncandidate. The requirements on the pseudorapidity forlight lep-tonsarethesameasfortheZdecayleptons,withthe pT
thresh-old lowered to 10 GeV. The
τ
h candidates are required to havepT
>
20GeV and|
η
|
<
2.
3.Therelativeisolationforelectronsandmuons, andtheabsoluteisolationfor
τ
leptons arerequiredtobe smallerthan0.3and2GeV,respectively.SincetheZ+
jets back-groundis characterisedby a softer lepton transversemomentum spectrum than thesignal one, this backgroundis reducedby se-lecting events with high LT, where LT indicates the scalar sumofthe visible pT ofthe decayproducts froma
τ τ
pair. Both theisolation requirements andthe value ofthe LT thresholdare
de-terminedasa resultofanoptimisationprocedurethatmaximises the expectedsignificance of thesearched signal. The optimal re-quirementonthe LT quantity isfound byscanning thethreshold
between20and200GeV,atintervalsof20GeV.
Jetsare requiredtohave pT
>
30GeV and|
η
|
<
4.
7.Toreducethelargett background,alleventswithatleastonejetwithpT
>
20GeV and
|
η
|
<
2.
4,reconstructed asa jetoriginatingfroma b quark according to the output of the CSV discriminator used for tagging,arevetoed.To calculate the
τ τ
invariant mass, the secondary-vertex fit algorithm(svfit)[48]isused,alikelihood-basedmethodthat com-binesthereconstructed pmissT anditsresolutionwiththe momen-tumofthevisibleτ
decayproducts toobtainanestimatorofthe massoftheparentparticle.5. Modellingofthebackground
5.1. The
bb channel
The relevant sources of background for the
bb final state originate fromZ
+
jetsprocesses,tt and tWproduction,diboson production,andvectorbosonproductioninassociationwithaSM Higgsboson.ThecontributionsofZ+
jetsandtt backgroundsare measuredby meansofadata-basedmethod,thedibosonandtW backgroundsare normalisedto theCMSmeasurements.Forthese backgrounds, the shapes are taken from MC, while the normali-sations are extracted fromdata. The vector boson production inassociationwithaSMHiggsbosonisnormalisedtothetheoretical prediction.
The comparisonof data andpredictions after the selection of events for the
bb final state shows the importance of an ac-curate theoretical calculation of the Z
+
jetsproduction rate. In particular, in the 400–700 GeV range of the mbb distribution,thedataisfound toexceedtheLOpredictionbyup totwo stan-darddeviations,depending ontheconsideredmass.Thisexcessis nolongersignificant whenNLO QCDcorrections, asimplemented in amc@nlo [49],are included in the modellingof the Z
+
jets process.For thisreason, theLOpredictions arecorrected usinga reweightingtechnique,inordertoaccountforNLOQCDeffects.To thisend,itbecomesnecessarytoapplythereweightingaccording totheparton(orhadron)flavourofthejetsinthegeneratedevent. The ratio NLO/LO of the light- and heavy-flavour components of themjj distributioniseach fittedwitha third-orderpolynomialand a separate reweighting of the shape of the light and heavy flavour components ofmjj isapplied, resulting inbetter
agree-mentwiththedata.
Todetermine the Z
+
jetsandtt normalisation, a data-based methodisexploited.Data-derivedcorrectionfactorsforsimulation areobtainedafteranadditionalcategorisationoftheZ+
jet back-groundevents,basedontheflavour(bjetornot)andmultiplicity (exactly twojetsor threeormore jets)ofthe reconstructedjets. Thesecategoriesare sensitive to NLO effectsrelatedto the mod-ellingofextra jets[50].Scale factors(SFs)are introducedforthe tt backgroundandthelightandheavyflavourcomponentsofZ+
jetsbackground.Theseareleft free tofloatin atwo-dimensional fitofthedistributionspredictedbythesimulationtothedata.The distributions used as input are the product of the CSV discrimi-nantsofthetwoselectedjets,andtheinvariantmassofthelepton pair from the Z boson decay in the range 60<
m<
120 GeV.The first observable is sensitive to the contribution from non-b jets,whereasthesecondoneissensitivetothecontributionofthe tt productionprocess.Thefitisperformedsimultaneouslyinfour differentcategories:electrons, muons, exactlytwo jets,andmore than two jets. The SF forthe tt is foundto be very close tothe unity,whilefortheZ
+
jetsprocesstheSFsdepartfromunityby asmuchas1.3forthelightflavourcomponent.The overall yields from diboson and tW processes are nor-malisedtotheCMSmeasurements[51–54].Theassociated produc-tionofaZbosontogetherwiththeHiggs-likescalarboson(Zh)is alsoaccountedforasbackground,andnormalisedtotheexpected theoreticalcrosssection[55].
5.2. The
τ τ
channelMethods basedon both data andsimulationare used to esti-matetheresidualbackgroundaftereventselection.Normalisations andmassdistributionsintheZZ,Zh,aswellasfortheminorfully leptonicWWZ,WZZ,ZZZandttZ backgroundsareestimatedfrom simulation. The Z
+
jets andWZ+
jetscontributions are mea-suredbymeansofadata-basedmethod.Production of Z
+
jets and WZ+
jets constitutes the main source of background when at least one lepton is misidenti-fied. Misidentified light leptons arise from semileptonic decays of heavy-flavour quarks,decays in flight of hadrons, and photon conversions, while jetsoriginating fromquarks orgluons can be misidentified asτ
h. Backgrounds with at leastone misidentifiedlepton are estimated from control samples in data starting from the estimation of the lepton misidentification probabilities. The lepton misidentification probability is defined as the probability that a genuine jet, satisfying loose lepton identification criteria (whichrefertotheso-called“loose”lepton),alsopassesthe identi-ficationcriteriarequiredforaleptoncandidateinthesignalregion
(so-called“tight”lepton).Thisprobabilityismeasuredforeach lep-ton flavour using a datasample where a Zcandidateis selected, andanadditionalsinglelepton(electron, muon,or
τ
h)passestheloose identification requirements. Counting the fraction of such loose leptons that also pass the tight lepton identification crite-ria inthe pT bins ofthe reconstructedjet closest, in
R, to the
loose lepton,yields themisidentification probability f as a func-tionofpT.Thecontributionfromgenuineleptonsarisingfromthe
WZ andZZproduction aresubtracted. Once themisidentification probabilitiesarecomputed,threecontrolregions(C R)aredefined withaZcandidateandtwo opposite-signleptons,asfollows:the C R00 wherein both leptons pass loose identification criteria but
not the tightones; C R10 region,whereinone lepton passestight
identification requirements,the other onlyloose criteria, andthe looseleptonisthe
τ
hwithlower pT intheτ
hτ
hchannel,thelightlepton in the
τ
h channels, andthe electron in the eμ
channel;the C R01 region,whichis similartoC R10 butthelooseleptonis
the
τ
hwithhigherpTintheτ
hτ
hchannel,theτ
hintheτ
hchan-nels,andthemuoninthee
μ
channel.TheestimatedNmisIDofthebackground withatleastone misidentified lepton froma pairof closest-jetpTbinsisgivenby:
NmisID
=
N10 f1 1−
f1+
N01 f2 1−
f2−
N00 f1f2(
1−
f1)(
1−
f2)
,
(1)where N00, N01, and N10 denotethe numberofevents fromthe
C R00, C R01, and C R10 control regions, respectively, with closest
jetsintheconsideredpTbins,and f1 and f2 indicatethe
misiden-tificationprobabilitiesassociatedwiththetwodifferentflavor (ex-cept for the
τ
hτ
h final state) loose leptons in the pT bins. TheexpressioninEq.(1)takesintoaccountboththebackgroundwith twomisidentifiedleptons(mostlyfromZ
+
jets)andthatfromonly onemisidentifiedlepton(primarilyfromWZ+
jets).Thecontaminationfromgenuineleptonsinthecontrolregions from the SM Zh, WWZ, WZZ,ZZZ, ttZ,and ZZprocesses is esti-mated fromsimulation, and subtracted from N00, N01, and N10.
Thetotalbackgroundinthesignalregionisobtainedbysumming thecontributionsfromallpairsofpT bins.
6. Systematicuncertainties
Thesystematicuncertaintiesarereportedinthefollowing para-graphsandsummarisedin
Table 1
.TheuncertaintyontheintegratedluminosityrecordedbyCMS isestimatedtobe2.6%[56].
The systematic uncertainties associated with the lepton effi-ciencySFs,usedtocorrectthesimulationandderivedfromstudies atthe Zpeak usingthe tag-and-probe (T&P)method[22,21], are approximately1%formuonsand2%forelectrons, andaffectboth signalandbackgroundprocessesinthesameway.Also,the uncer-tainties onthedoublemuon anddoubleelectrontrigger efficien-ciesareevaluatedtobe1%fromsimilarstudiesattheZpeak[24]. The uncertainty on the jet energy scale is derived from the method of Ref. [57] and the parameters describing the shape of theenergydistributionarevariedbyone standarddeviation(SD). The effectis estimatedseparately on the backgroundandon the signal, resulting ina 3–5% variation,depending onthe pT and
η
of the jets. The uncertainty on signal and backgroundyields in-ducedby theimperfectknowledge ofthejet energyresolutionis estimatedtobe3%
[57]
.Theuncertainties affectingbtaggingefficienciesare pT
-depen-dent,andvaryfrom3%to12%(forpT
>
30GeV)[44]
.Theimpactoftheseuncertaintiesonthenormalisationofsignalis5%for back-groundand4–6%forsignalinthe
bb analysis,andabout1%in the
τ τ
analysis.Theuncertaintyinthemistaggingrateisfound tohaveanegligibleimpact.Table 1
Summaryofsystematicuncertaintiesforbothτ τ andbb finalstates.
Source Uncertainty [%]
H→ZA→ bb H→ZA→ τ τ
Luminosity 2.6 2.6
Lepton identification/isolation/scale 1–2 1–2
Lepton trigger efficiency 1 1
Jet energy scale 3–5 3–5
Jet energy resolution 3 3
b-tagging and mistag efficiency 4–6 1
Signal modelling (PDF, scale) 5–6 5–6
Background norm. (Z Z ) 11 11
Background norm. (Z+jets and tt) <8 – Background norm. (tW, WW, WZ and Zh) 8–23 –
Z+jet background modelling 5–30 –
Signal efficiency extrapolation 3–50 –
Tau identification/isolation – 6
Tau energy scale – 3
Reducible background estimate – 40
Thesystematicuncertaintyonthesignal isevaluated by vary-ing the set of parton distribution functions (PDFs) according to thePDF4LHCprescriptions[58–60]andthefactorisationand renor-malisationscalesby varyingtheir valuesby afactoronehalf and two.Aneffectof5–6% isestimatedfortheentiremassrangefor both
τ τ
andbb finalstates.This uncertaintyisestimatedby propagatingthesevariationsthroughthesignalsimulationand re-constructionsequenceandthusaccountsforuncertaintiesrelated tobothsignalcrosssectionandacceptance.
Finally,an 11%uncertaintyisassignedtotheZZnormalisation fromthecrosssectionmeasuredbyCMS[51].
Forthe
bb final state, the uncertainty on the SFs used for normalisationofZ
+
jetsandtt backgrounds isderivedfromthe statisticaluncertainty resulting fromthe fit used to derive these SFsanditisestimatedtobe<
8%.Anadditionalsystematic uncer-taintyassociatedwiththembbspectrumcorrection,describedinSec.5,rangesfrom5%formbbbelow700GeV to30%formasses
attheTeVscale.An uncertaintyof8% isassignedtothe normal-isationof theWWprocess, corresponding to theuncertainties in thecrosssection measured by CMS[52].Asimilar uncertaintyis assignedalso tothe WZ process, whichshares the same sources ofuncertainties inthecross section measurement.Forthe minor tWbackground,theuncertaintyisestimatedas23%,alsobasedon themeasured cross section [54].A 7% uncertainty is assignedto theZhprocess,reflecting theuncertaintyon thetheoreticalcross section [55]. Given the small cross section for this SM process compared to other background processes,its contribution to the background normalisation uncertainty has been calculated to be lessthan 1% andis thus considered negligible.In order to inter-polate smoothly thesignal efficiencyacross the parameter space, additionalmasspointsforthe
bb finalstateareprocessedusing a parametric simulation [61], tuned for delivering a realistic ap-proximationofthe CMSresponse inthe reconstructionofphysics objects usedin this search. Forthis reason, an additional source ofuncertaintyisintroducedfortheSFappliedtothesesamplesto reproducetheefficiencymeasuredwiththefullsimulation.Thisis measuredforthedifferentsignal pointsinthemH–mA plane and
itiscloseto3%inmostofthephasespace,butrisesto50%atthe boundariesofthesensitivityregion.
In the
τ τ
final state, the uncertainty of 6% [39] in theτ
hidentificationefficiency, whichhas been determined usinga T&P method,hasbeentakenintoaccount.The
τ
h energyscaleuncer-taintyiswithin3%[39]andonlyaffectstheshapesofthe
τ τ
mass distributions. The systematicuncertainties estimated fore,μ
,τ
handjetenergyscalesarepropagatedto
pmissT andtothemass
dis-tributions.Thepropagationto
pmissT involvesasumoftheenergies
of each objectfirst and a consequent subtractionof such contri-butionsoncethenominalenergyscales(orresolutions)arevaried up anddown byone SD(fore,
μ
,τ
h,andjets).Oneofthe mainsystematic uncertainties is related to the nonprompt background estimation. Thisuncertainty hasbeen evaluated using simulation bycomparingthedirectestimateofthebackgroundswiththat ob-tained using the procedure adopted in the analysis, but applied to simulated events.The discrepancybetween the two estimates neverexceeds40%.Thisvalueisthusconsideredastheuncertainty ontheestimatesofthereduciblebackgroundyieldforallchannels andall LTthresholds.
7. Results
The analysissearchesfornewresonancedecays bycomparing data to simulation in the two-dimensional plane defined by the four-body (mbb ormτ τ )andtwo-body(mbb ormττ )invariant
masses. The numerical valuesforthe upper limitsorthe signifi-canceofalocalexcessareobtainedusingtheasymptoticmethod describedinRef.[62].TheCLSmethod[63,64]isusedtodetermine
the95% confidencelevel(CL)upperlimitsonthe excludedsignal crosssection.Forbothfinalstates,thelimitsinthelower-right tri-angleofthemassplane,whichcorrespondstotheprocessA
→
ZH, are obtainedby mirroring the results obtained in the upper-left triangle,sincethe signal efficienciesforH→
ZA andA→
ZH are equalforthesamemassesoftheheavyandlightHiggsbosonsin thetwoprocesses.7.1. The
bb channel
Forthe
bb final state, resultsare obtainedusinga counting approach,which canbe reinterpreted inother theoretical models withthesamefinal state.Resultsarereportedinbinsofmbband
mbbmasses,intherangefrom10GeV to1TeV formbb,andfrom
140GeV to1TeV formbb.Todefinethepropergranularityofthe
binning,a studyisperformedusingsignal benchmarkpoints and evaluatingthewidthofthembbandmbbpeaksintheconsidered
mass range.Theaverage reconstructed width, definedasone SD, formbbandmbbisfoundtobeapproximately15%ofthe
consid-eredmass.Thebinwidthshavebeenchosentobe
±
1.5 SDaround eachconsideredmasspoint.Theefficiency,definedasthefractionofgeneratedsignalevents reconstructed after the final selection, is calculated withthe full CMS simulationand reconstruction softwareat 13representative signalpoints inthemH–mA massplane.Thesignalefficienciesfor
the rest ofthe plane are obtained by interpolating theratio be-tweenthefullsimulationandtheparametricsimulation(typically
Fig. 1. Observed95%CLupperlimitsonσH/A→ZA/H→bb asafunctionofmAand mH.
0.9),calculated ineach of the13 signal masspoints, andscaling theefficienciescalculatedusingtheparametricsimulationby this interpolatedratio.Theresultingsignalefficiencyrangesfrom8%at
(
mA,
mH)
= (
100,
300)
GeV to13%at(
300,
600)
GeV.Fig. 1 showsthe observedupper limitsonthe product ofthe crosssection(
σ
)andbranchingfraction(B
)forthebb finalstate in themH–mA plane. The achieved sensitivityprovides an
exclu-sionlimitat95% CLofapproximately10 fbforalargefractionof thetwo-dimensionalmass plane.Inparticular,the observedlimit ranges fromjustabove 1 fbformH close to 1TeV to 100 fb for
mH
<
300GeV.Thevalidityoftheseresultsisapplicabletomod-elsallowing theexistenceofboth AandHbosons witha natural widthsmallerthan15%oftheirmasses.
Two moderate excesses are observed for the
bb chan-nel in the regions around
(
mbb,
mbb)
= (
95,
285)
GeV and(
575,
660)
GeV.Accordingtotheproceduredescribed atRef.[65], theyhavelocalsignificancesof2.6and2.85 SDrespectively,which become globally 1.6 and 1.9 SD, once accounting for the look-elsewhere effect [66]. The low-mass excess is more compatible with the signal hypothesis, both in terms of yield and width. The reconstructed invariant mass distributions for the bb andbb systems, in the regions around this excess,are reported in
Fig. 2andcomparedwiththeexpectationsfrombackground pro-cesses. A 2HDM type-IIbenchmark signal at mH
=
270 GeV andmA
=
104GeV,normalised to theNNLO SusHi prediction, is alsosuperimposed. 7.2. The
τ τ
channelInthecontextofthe
τ τ
analysis,asearchbasedonthemττ distribution is performed. For every considered pair of H and A mass values, the search is performed in eightτ τ
svfit binned mass distributions, each corresponding to one of the eight con-sidered final states. Variable bin widths are adopted in order to account for themass resolution. A simultaneous likelihoodfit to the observed distributions is performed with the expected dis-tributions from the background-only and signal plus background hypotheses.The normalisation of thesignal distributionis a free parameterinthefit.Nosignificantdeviationsareobservedindata fromthe SM expectation. The svfit massdistributions oftheτ τ
pairintheeightdifferentfinalstatesareshownin
Fig. 3
.The cho-sensignalcorresponds tomH=
350GeV andmA=
90GeV,whichis the one closest to the centreof the bin in which the highest
Fig. 2. (Top)Thembbspectrumforeventsselectedinthe222<mbb<350GeV re-gionfordataandsimulationandtherelativeratio.(Bottom)Thembbspectrumfor eventsselectedinsidethe72<mbb<114GeV regionfordataandsimulationand therelativeratio.ThesignalcorrespondingtomH=270GeV andmA=104GeV, normalisedtotheNNLO SusHi crosssection,issuperimposedfortanβ=1.5 and cos(β−α)=0.01 inthe2HDMtype-IIscenario.Theoverallsystematicuncertainties inthesimulationarereportedasahatchedband.
excess isobservedinthe
bb channel.The shownshapes corre-spondto LT
>
40GeV foreμ
,LT>
60GeV for eτ
handμτ
h,andLT
>
80GeV forτ
hτ
h.Fig. 4 showsthe limit on
σ
B
for theτ τ
final state in the mH–mA plane.Signalcrosssectionsofabout5–10 fbareexcludedin mostofthe mH–mA plane (500
<
mH/A<
1000 GeV and90<
Fig. 3. svfit massdistributionsfordifferentfinalstatesoftheH→ZA→ τ τprocess,wheretheZ bosondecaystoee (rightcolumn)andμμ(leftcolumn).Theexpected signalcorrespondingtomH=350GeV andmA=90GeV,whosecrosssectiontimesbranchingfractionisnormalisedtotheNNLO SusHi prediction,issuperimposedfor tanβ=1.5 andcos(β−α)=0.01 inthe2HDMtype-IIscenario.Onlystatisticaluncertaintiesarereportedasahatchedband.
Fig. 4. Observed95%CLupperlimitsonσH/A→ZA/H→τ τ asafunctionofmAand mH.
7.3. Combinationinthecontextof2HDM
Observed and expected upper limits on the signal cross sec-tionmodifier
μ
=
σ
95%/
σ
tharealsoderivedandreportedinFig. 5
,where
σ
th isthe theorycrosssection ofthe2HDMsignalbench-markusedinthisanalysis.Theresultsareobtainedfromthe com-binationofthe
bb and
τ τ
finalstates.Thissearchisnotable toexcludethehigh-massregionswheremA>
300GeV andmH>
300GeV, dueto the drop in thesignal cross section, wherethe A
/
H→
tt channelopensup formA/H>
2mt, wheremt isthetopquarkmass[18].Furthermore,intheregionwherehighly-boosted topologiesstartcontributing(mH
≈
10mA),thesensitivityislowerrelative to the rest of the plane, primarily caused by the ineffi-ciency in reconstructing signal decay products insuch a regime. Still,asignificantportionofthebenchmarkmassesisexcludedfor a2HDMtype-IIscenario withtan
β
=
1.
5 and cos(β
−
α
)
=
0.
01, delimitedbythesolid contourinFig. 5
.Theobserved95% CL ex-clusion region is localised in the range mH=
200–700 GeV andmA
=
20–270 GeV forthedecayH→
ZA,andsimilarlyintherangemA
=
200–700 GeV andmH=
120–270 GeV fortheA→
ZH decay.Thefeature observedintheexclusionlimit forthe regionaround
(
mA,
mH)
= (
75–100,
200–300)
GeV is the result of an interplaybetween the larger Z
+
jets background yields expected in this regionandthe quicklyevolving signal crosssection.The effectis visibleintheexpectedlimitsandbecomesslightlybroaderinthe observed onesgiventhe concurrent presence inthe sameregion of a moderatedata excess. The region where|
mH−
mA|
<
mZ iskinematicallyinaccessible.
The limits on
μ
can be also visualised as a function of the 2HDMparameterstanβ
andcos(β
−
α
)
foragivenpairofmAandmH,fromthe combinationof
bb and
τ τ
final states.Resultsare given in Fig. 6, where the exclusion limits on the parame-tersareshownformH
=
378GeV andmA=
188GeV,amasspairchosen tobe within theexclusionregion ofFig. 5.The area con-tainedwithin the solid lineshowsthe parameter spaceexcluded for the chosen mass pair, where tan
β
lies between 0.5 and 2.3 andcos(β
−
α
)
between−
0.
7 and0.3.8. Summary
Thepaperdescribesthe firstCMSsearch foranewresonance decaying into a lighter resonance and a Z boson. Two searches havebeenperformed,targetingthedecayofthelighterresonance
Fig. 5. Observedlimitsonthesignalstrengthμ=σ95%/σthforthe2HDM bench-mark,aftercombiningresultsfrombb andτ τ finalstates.Thecrosssections arenormalisedtothe NNLO SusHi prediction,for a2HDM type-IIscenariowith tanβ=1.5 andcos(β−α)=0.01.Thedashedcontourshowstheregionexpected tobeexcluded.Thesolidcontourshowstheregionexcludedbythedata.
Fig. 6. Observedlimitsonthesignalstrengthμ=σ95%/σthforthe2HDM bench-markaftercombiningresultsfrombb andτ τ finalstates.Thecrosssectionsare normalisedtotheNNLO SusHi prediction.Limitsareshowninthe2HDM parame-terscos(β−α)andtanβforthesignalmassesofmH=378GeV andmA=188GeV. Thedashedcontourshowstheregionexpectedtobeexcluded.Thesolidcontour showstheregionexcludedbythedata.
into either a pair of oppositely charged
τ
leptons or a bb pair. TheZbosonisidentifiedviaitsdecaystoelectronsormuons.The searchisbasedondatacorrespondingtoanintegratedluminosity of19.8 fb−1inproton–protoncollisions at√
s=
8TeV.Deviations fromtheSM expectationsare observedwithaglobalsignificance oflessthan2SDandupperlimitsontheproductofcrosssection andbranchingfractionareset.The searchexcludesσ
B
aslowas 5 fband1 fbforthebb and
τ τ
final states,respectively, de-pendingonthelightandheavyresonancemassvalues.Limitsarealsosetonthemassparametersofthetype-II2HDM modelthat predicts theprocessesH
→
ZA andA→
ZH,whereH andAareCP-evenandCP-oddscalarbosons,respectively. Combin-ingthebb and
τ τ
finalstates,thespecificmodel correspond-ing tothe parameterchoice cos(β
−
α
)
=
0.
01 andtanβ
=
1.
5 is excluded formH inthe range200–700 GeV andmA in therange20–270 GeV with mH
>
mA, oralternatively for mA in therange200–700GeV andmHintherange120–270GeV withmA
>
mH.Limitsonthe signalcross sectionmodifier are alsoderived as a function of tan
β
and cos(β
−
α
)
parameters. As a result, for specific mH–mA mass values, a fairly large region in theparam-eterspace tan
β
vs. cos(β
−
α
)
is excluded. This covers a region unexplored so far, that cannot be probed by studying produc-tion anddecay modes of the SM-like Higgs boson. In particular, formH=
378 GeV and mA=
188 GeV, a range where tanβ
liesbetween0.5and2.3andcos
(β
−
α
)
between−
0.
7 and0.3is ex-cluded,afterthecombinationofthebb and
τ τ
finalstates.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,wegratefullyacknowledgethecomputingcentresand personneloftheWorldwideLHCComputingGridfordeliveringso effectivelythecomputinginfrastructure essential toour analyses. Finally, we acknowledge the enduring support for the construc-tionandoperationofthe LHCandtheCMSdetectorprovided by thefollowingfundingagencies:BMWFWandFWF(Austria);FNRS and FWO (Belgium); CNPq, CAPES, FAPERJ, and FAPESP (Brazil); MES(Bulgaria);CERN;CAS,MoST,andNSFC(China);COLCIENCIAS (Colombia);MSESandCSF(Croatia);RPF(Cyprus);MoER,ERCIUT andERDF (Estonia); Academy of Finland,MEC, and HIP(Finland); CEA and CNRS/IN2P3 (France); BMBF, DFG, and HGF (Germany); GSRT (Greece); OTKA and NIH (Hungary); DAE and DST (India); IPM (Iran); SFI (Ireland); INFN (Italy); MSIP and NRF (Republic ofKorea); LAS (Lithuania);MOE andUM (Malaysia); CINVESTAV, CONACYT,SEP,andUASLP-FAI(Mexico);MBIE(NewZealand);PAEC (Pakistan);MSHE andNSC(Poland);FCT (Portugal); JINR(Dubna); MON,RosAtom,RASandRFBR(Russia);MESTD(Serbia);SEIDIand CPAN(Spain);SwissFundingAgencies(Switzerland);MST(Taipei); ThEPCenter,IPST,STARandNSTDA(Thailand);TUBITAKandTAEK (Turkey);NASUandSFFR(Ukraine);STFC (UnitedKingdom);DOE andNSF(USA).
Individuals have received support from the Marie-Curie pro-gramme and the European Research Council and EPLANET (Eu-ropean Union); the Leventis Foundation; the A.P. Sloan Founda-tion; the Alexander von Humboldt Foundation; the Belgian Fed-eral Science Policy Office; the Fonds pour la Formation à la Recherchedansl’Industrieetdansl’Agriculture(FRIA-Belgium);the AgentschapvoorInnovatiedoorWetenschapenTechnologie (IWT-Belgium);the Ministryof Education,Youth andSports(MEYS) of theCzechRepublic;theCouncilofScienceandIndustrialResearch, India; the HOMING PLUS programmeof the Foundation for Pol-ish Science, cofinanced from European Union, Regional Develop-ment Fund; the OPUS programme of the National Science Cen-ter(Poland);the Compagnia diSan Paolo (Torino); MIURproject 20108T4XTM (Italy); the Thalis and Aristeia programmes cofi-nancedbyEU-ESFandtheGreekNSRF;theNationalPriorities Re-searchProgrambyQatarNationalResearchFund;theRachadapisek Sompot Fund for Postdoctoral Fellowship, Chulalongkorn Univer-sity(Thailand);theChulalongkorn Academicinto Its2nd Century Project Advancement Project (Thailand); and the Welch Founda-tion,contractC-1845.
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TheCMSCollaboration
V. Khachatryan,
A.M. Sirunyan,
A. Tumasyan
YerevanPhysicsInstitute,Yerevan,Armenia
W. Adam,
E. Asilar,
T. Bergauer,
J. Brandstetter,
E. Brondolin,
M. Dragicevic,
J. Erö,
M. Flechl,
M. Friedl,
M. Krammer
1,
I. Krätschmer,
D. Liko,
T. Matsushita,
I. Mikulec,
D. Rabady
2,
B. Rahbaran,
H. Rohringer,
J. Schieck
1,
R. Schöfbeck,
J. Strauss,
W. Treberer-Treberspurg,
W. Waltenberger,
C.-E. Wulz
1InstitutfürHochenergiephysikderOeAW,Wien,Austria
V. Mossolov,
N. Shumeiko,
J. Suarez Gonzalez
NationalCentreforParticleandHighEnergyPhysics,Minsk,Belarus
S. Alderweireldt,
T. Cornelis,
E.A. De Wolf,
X. Janssen,
A. Knutsson,
J. Lauwers,
S. Luyckx,
M. Van De Klundert,
H. Van Haevermaet,
P. Van Mechelen,
N. Van Remortel,
A. Van Spilbeeck
UniversiteitAntwerpen,Antwerpen,Belgium
S. Abu Zeid,
F. Blekman,
J. D’Hondt,
N. Daci,
I. De Bruyn,
K. Deroover,
N. Heracleous,
J. Keaveney,
S. Lowette,
L. Moreels,
A. Olbrechts,
Q. Python,
D. Strom,
S. Tavernier,
W. Van Doninck,
P. Van Mulders,
G.P. Van Onsem,
I. Van Parijs
VrijeUniversiteitBrussel,Brussel,Belgium
P. Barria,
H. Brun,
C. Caillol,
B. Clerbaux,
G. De Lentdecker,
G. Fasanella,
L. Favart,
A. Grebenyuk,
G. Karapostoli,
T. Lenzi,
A. Léonard,
T. Maerschalk,
A. Marinov,
L. Perniè,
A. Randle-Conde,
T. Seva,
C. Vander Velde,
P. Vanlaer,
R. Yonamine,
F. Zenoni,
F. Zhang
3UniversitéLibredeBruxelles,Bruxelles,Belgium
K. Beernaert,
L. Benucci,
A. Cimmino,
S. Crucy,
D. Dobur,
A. Fagot,
G. Garcia,
M. Gul,
J. Mccartin,
A.A. Ocampo Rios,
D. Poyraz,
D. Ryckbosch,
S. Salva,
M. Sigamani,
M. Tytgat,
W. Van Driessche,
E. Yazgan,
N. Zaganidis
GhentUniversity,Ghent,Belgium
S. Basegmez,
C. Beluffi
4,
O. Bondu,
S. Brochet,
G. Bruno,
A. Caudron,
L. Ceard,
G.G. Da Silveira,
C. Delaere,
D. Favart,
L. Forthomme,
A. Giammanco
5,
J. Hollar,
A. Jafari,
P. Jez,
M. Komm,
V. Lemaitre,
A. Mertens,
M. Musich,
C. Nuttens,
L. Perrini,
A. Pin,
K. Piotrzkowski,
A. Popov
6,
L. Quertenmont,
M. Selvaggi,
M. Vidal Marono
UniversitéCatholiquedeLouvain,Louvain-la-Neuve,Belgium
N. Beliy,
G.H. Hammad
UniversitédeMons,Mons,Belgium
W.L. Aldá Júnior,
F.L. Alves,
G.A. Alves,
L. Brito,
M. Correa Martins Junior,
M. Hamer,
C. Hensel,
A. Moraes,
M.E. Pol,
P. Rebello Teles
CentroBrasileirodePesquisasFisicas,RiodeJaneiro,Brazil
E. Belchior Batista Das Chagas,
W. Carvalho,
J. Chinellato
7,
A. Custódio,
E.M. Da Costa,
D. De Jesus Damiao,
C. De Oliveira Martins,
S. Fonseca De Souza,
L.M. Huertas Guativa,
H. Malbouisson,
D. Matos Figueiredo,
C. Mora Herrera,
L. Mundim,
H. Nogima,
W.L. Prado Da Silva,
A. Santoro,
A. Sznajder,
E.J. Tonelli Manganote
7,
A. Vilela Pereira
UniversidadedoEstadodoRiodeJaneiro,RiodeJaneiro,Brazil
S. Ahuja
a,
C.A. Bernardes
b,
A. De Souza Santos
b,
S. Dogra
a,
T.R. Fernandez Perez Tomei
a,
E.M. Gregores
b,
P.G. Mercadante
b,
C.S. Moon
a,
8,
S.F. Novaes
a,
Sandra S. Padula
a,
D. Romero Abad,
J.C. Ruiz Vargas
aUniversidadeEstadualPaulista,SãoPaulo,Brazil bUniversidadeFederaldoABC,SãoPaulo,Brazil
A. Aleksandrov,
R. Hadjiiska,
P. Iaydjiev,
M. Rodozov,
S. Stoykova,
G. Sultanov,
M. Vutova
InstituteforNuclearResearchandNuclearEnergy,Sofia,Bulgaria
A. Dimitrov,
I. Glushkov,
L. Litov,
B. Pavlov,
P. Petkov
UniversityofSofia,Sofia,Bulgaria
M. Ahmad,
J.G. Bian,
G.M. Chen,
H.S. Chen,
M. Chen,
T. Cheng,
R. Du,
C.H. Jiang,
R. Plestina
9,
F. Romeo,
S.M. Shaheen,
A. Spiezia,
J. Tao,
C. Wang,
Z. Wang,
H. Zhang
InstituteofHighEnergyPhysics,Beijing,China
C. Asawatangtrakuldee,
Y. Ban,
Q. Li,
S. Liu,
Y. Mao,
S.J. Qian,
D. Wang,
Z. Xu
StateKeyLaboratoryofNuclearPhysicsandTechnology,PekingUniversity,Beijing,China
C. Avila,
A. Cabrera,
L.F. Chaparro Sierra,
C. Florez,
J.P. Gomez,
B. Gomez Moreno,
J.C. Sanabria
UniversidaddeLosAndes,Bogota,Colombia
N. Godinovic,
D. Lelas,
I. Puljak,
P.M. Ribeiro Cipriano
UniversityofSplit,FacultyofElectricalEngineering,MechanicalEngineeringandNavalArchitecture,Split,Croatia
Z. Antunovic,
M. Kovac
UniversityofSplit,FacultyofScience,Split,Croatia
V. Brigljevic,
K. Kadija,
J. Luetic,
S. Micanovic,
L. Sudic
InstituteRudjerBoskovic,Zagreb,Croatia
A. Attikis,
G. Mavromanolakis,
J. Mousa,
C. Nicolaou,
F. Ptochos,
P.A. Razis,
H. Rykaczewski
UniversityofCyprus,Nicosia,Cyprus
M. Bodlak,
M. Finger
10,
M. Finger Jr.
10CharlesUniversity,Prague,CzechRepublic
E. El-khateeb
11,
T. Elkafrawy
11,
A. Mohamed
12,
E. Salama
13,
11AcademyofScientificResearchandTechnologyoftheArabRepublicofEgypt,EgyptianNetworkofHighEnergyPhysics,Cairo,Egypt
B. Calpas,
M. Kadastik,
M. Murumaa,
M. Raidal,
A. Tiko,
C. Veelken
NationalInstituteofChemicalPhysicsandBiophysics,Tallinn,Estonia
P. Eerola,
J. Pekkanen,
M. Voutilainen
DepartmentofPhysics,UniversityofHelsinki,Helsinki,Finland
J. Härkönen,
V. Karimäki,
R. Kinnunen,
T. Lampén,
K. Lassila-Perini,
S. Lehti,
T. Lindén,
P. Luukka,
T. Peltola,
E. Tuominen,
J. Tuominiemi,
E. Tuovinen,
L. Wendland
HelsinkiInstituteofPhysics,Helsinki,Finland
J. Talvitie,
T. Tuuva
LappeenrantaUniversityofTechnology,Lappeenranta,Finland