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Physics
Letters
B
www.elsevier.com/locate/physletb
Search
for
pair
production
of
excited
top
quarks
in
the
lepton
+
jets
final
state
.TheCMS Collaboration CERN,Switzerland a r t i c l e i n f o a b s t ra c t Articlehistory: Received29November2017Receivedinrevisedform16January2018 Accepted17January2018
Availableonline3February2018 Editor:M.Doser
Keywords: CMS Physics
Beyondtwogenerations Excitedtopquark
Asearchisperformedforthepairproductionofspin-3/2 excitedtopquarks,eachdecayingtoatopquark andagluon.ThesearchusesthedatacollectedwiththeCMSdetectorfromproton–protoncollisionsat acenter-of-mass energy of13 TeV,corresponding toan integratedluminosity of 35.9 fb−1.Eventsare selected byrequiring an isolatedmuon or electron, animbalance in the transverse momentum, and atleastsix jetsofwhichexactly twomustbe compatiblewith originatingfrom thefragmentationof abottom quark.No significantexcessoverthestandard model predictionsis found.Alower limitof 1.2 TeV issetat95%confidencelevelonthemassofthespin-3/2 excitedtopquarkinanextensionof the Randall–Sundrummodel,assuming a100% branchingfraction ofitsdecayintoatop quarkand a gluon.Thesearethebestlimitstodateinasearchforexcitedtopquarksandthefirstat13 TeV.
©2018TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
1. Introduction
Thestandardmodel(SM)ofparticlephysicsprovidesa success-fuldescription of the properties of the elementary particles and theirinteractions.Despiteitssuccess,theSMisassumedtobean effectivemodelofamorecompletetheory.Manyextensionsofthe SM predict that the top quark is a compositeparticle and not a fundamentalobject[1–4].Adirectconfirmationofthishypothesis couldbeachievedbythediscoveryofanexcitedtopquark(t∗).
In models that describe the proposed excited top quark [5, 6], weak isodoublets are used to represent both left- and right-handedcomponentsofthet∗ quark, allowingforadescriptionof finitemassespriortotheonsetofelectroweaksymmetrybreaking. Thus,incontrasttotheheavytopquarkfromasequential fourth-generation model, in these models the existence of t∗ quarks is notstronglyconstrainedbythediscoveryofaSM-likeHiggsboson [7–9]. In string realizations of the Randall–Sundrum (RS) model [10,11],the right-handed t∗ quark is expected to be the lightest spin-3/2 excitedstate[12].
Aspin-3/2 t∗ quark isdescribed bytheRarita–Schwinger [13] vector spinor Lagrangian. At the energy of LHC, the production crosssection ofspin-3/2 quarksis proportional tosˆ3,where ˆs is
thesquareoftheenergyintheparton–partoncollisionrestframe, ratherthan ˆs−1,asitisforspin-1/2 quarks[14].Therefore,when integrating over the parton momentum fractions (x) in proton–
E-mailaddress:cms-publication-committee-chair@cern.ch.
protoncollisions,spin-3/2 quarksreceiveacontributionatlarge x values that is greater than that fromspin-1/2 quarks. In the RS model,thespin-3/2 t∗ quarkisexpectedtohaveapairproduction cross sectionof theorder ofa fewpicobarns at√s=13TeV, for at∗ ofmassmt∗=1TeV[1,14,15],whichdominatesoversinglet∗ productionformostoftheparameterspaceinthemodel[12].The t∗ quark decays predominantlyto atop quark through the emis-sionofagluon[1,12,15,16].
InthisLetter, wepresentasearch forpair-producedt∗ quarks, where each t∗ quark decaysexclusively to a top quark (t)anda gluon (g). We use data recorded in 2016 with the CMS detec-tor in proton–proton (pp) collisions at √s=13TeV at the LHC, corresponding to an integratedluminosity of 35.9 fb−1. We con-sider the case where one top quark decays via a hadronically decaying W boson, and the W boson originating from the sec-ond top quark decays to an electron or muon and a neutrino: t∗t∗→ (tg)(tg)→ (Wbg)(Wbg)→ (qqbg)(νbg). We refer to the resultingfinal state(onereconstructed muonorelectron,missing transversemomentum,andmultiplejets)asthelepton+jets de-caytopology.
Asearchforpair-producedt∗ quarkswaspreviouslyperformed byCMSusingpp collisionsat√s=8TeV[17].ThisLetterpresents amoresensitivesearchbecauseofthehighercollisionenergyand thereforelarger signal crosssections,andthelarger datasample, whichisnearlytwicethesize.Inaddition,thesimulationhasbeen improvedby explicitlyincludingthe Rarita–SchwingerLagrangian inthe generator,resultingin thecorrectspin correlationsforthe signal.
https://doi.org/10.1016/j.physletb.2018.01.049
0370-2693/©2018TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).Fundedby SCOAP3.
2. The CMS detector and simulated samples
The central feature of the CMS apparatus is a superconduct-ing solenoidof 6 m internal diameter, providinga magnetic field of3.8 T. Withinthe solenoidvolume area siliconpixel andstrip tracker,aleadtungstatecrystalelectromagneticcalorimeter(ECAL), andabrass andscintillatorhadroncalorimeter(HCAL),each com-posedof abarrel andtwo endcapsections.Forwardcalorimeters extendthepseudorapidity(η)coverageprovidedbythebarreland endcap detectors. Muons are measured in gas-ionization detec-torsembedded inthesteelflux-return yokeoutsidethesolenoid. A moredetaileddescription oftheCMSdetector,together witha definition of the coordinate system used and the relevant kine-maticvariables,canbefoundinRef.[18].
Simulated t∗t∗ signal events are generated in 100 GeV steps with mt∗ in the range 700–1600 GeV, using the MadGraph5_ amc@nlo [19] event generator and NNPDF3.0 [20] for the par-ton distribution functions (PDFs). The t∗t∗ production cross sec-tionrangesfrom≈5 pb atmt∗=700GeV,downto≈4 fb atmt∗= 1600GeV.Thiscrosssection iscalculatedatleading orderin per-turbationtheory,withthefactorizationandrenormalizationscales setto mt∗; thecalculation is cut offat 7mt∗ toprevent unitarity violation. TheRarita–Schwinger Lagrangian,included inthe Mad-Graph 5 generator, is used for simulating spin-3/2 t∗t∗ events. Thisimplementationandthecorrespondingphysicsparametersare providedbytheauthorsofRef.[14].Thewidthofthet∗ quark is assumedtobe10 GeV, whichismuchnarrowerthanthedetector resolution. Parton shower andhadronization processes are mod-eled using pythia 8.212[21].The generatedeventsare processed through asimulation ofthe CMSdetectorbased on Geant4[22], andarereconstructedusingthesamealgorithmsasusedfordata. We estimate SM backgrounds using a data-derived approach. SimulatedsamplesforSMprocessesareusedtostudythe model-ingofthebackgroundandtoprovideacross-checkoftheanalysis procedures. The simulated SM samples relevant to this analysis are: tt production;single topquark productionvia thes-channel, t-channel,andtWprocesses;W and Z boson productionin asso-ciationwithjets;thett+W, tt+H,andtt+Z processes.Thett and tt+H processesaresimulatedusing powheg 2.0[23–27],whilethe otherSM processesare simulatedusing MadGraph5_amc@nlo up tonext-to-leadingorder[19,28,29].Allsimulatedsamplesinclude theadditionalcontributionsfromoverlappingpp collisionswithin the same and nearby bunch crossings (“pileup”) at large instan-taneousluminosity.Simulatedeventsaregivenindividualweights tomatchthedistributionoftheaveragenumberofpileup interac-tionsindata.
3. Event reconstruction
EventreconstructionisbasedontheCMSparticle-flow(PF) al-gorithm[30],whichtakesintoaccountinformationfromall subde-tectors,includingmeasurementsfromthetrackingsystem, energy deposits in the ECAL and HCAL, and tracks reconstructed in the muon detectors.Giventhisinformation,all particles inthe event are reconstructed as electrons, muons, photons, and charged or neutralhadrons.PhotonsareidentifiedasECALenergyclustersnot linkedtotheextrapolationofanycharged-particletrajectorytothe ECAL.Muonsareidentifiedasatrackinthecentraltracker consis-tent witheither atrack orseveralhits inthe muon system, and not associatedwithenergyclustersin thecalorimeters.Electrons areidentifiedasaprimarychargedparticletrackthatextrapolates to atleastone ECAL energycluster. The trackmaybe associated withbremsstrahlungphotonsemitted alongthe waythroughthe trackermaterial.Chargedhadronsareidentifiedascharged-particle tracksneitheridentifiedaselectrons,norasmuons.Finally,neutral
hadrons areidentified asHCAL energyclustersnot linked to any charged-hadron trajectory, orto ECAL and HCAL energyexcesses withrespecttotheexpectedchargedhadronenergydeposits.
Foreachevent,jetsfromthesereconstructedparticlesare clus-tered withthe infrared andcollinear safeanti-kT algorithm [31], using a distance parameter R=0.4. Charged hadrons associated withpileup verticesareexcluded fromjet reconstruction.The jet momentum isthe vectorial sum ofthe momenta ofall particles containedinthejet.Thereconstructedjetmomentumisfoundin simulationtobewithin 5to10%ofthetruemomentumoverthe whole pTspectrumanddetectoracceptance.Jetenergycorrections are derived from the simulation and measurements in collision data [32]. The jet energy resolution amounts typically to 15% at 10 GeV, 8%at100 GeV, and4% at1 TeV[32].The jetenergy reso-lutioninsimulationisdegradedtomatchthatobservedindata.
Jetsare identifiedasoriginatingfromabottom quark through a combined secondary vertexalgorithm CSVv2 [33,34].The algo-rithmusesamultivariatediscriminatortocombineinformationon the significance ofthe impact parameter, the jet kinematics,and the locationof thesecondary vertex.A workingpointof the dis-criminator with ≈70% b quark identification efficiency and ≈1% mistagefficiencyforlight quarksandgluonsis usedinthis anal-ysis. Small differences in b tagging efficiencies and mistag rates betweendataandsimulatedeventsareaccountedforbyapplying additionalcorrectionstosimulation.
Themissingtransversemomentumvectorisdefinedasthe neg-ativevectorsumofthemomentaofallreconstructedPFcandidates inan eventprojected ontotheplaneperpendicular tothebeams. Itsmagnitudeisreferredtoaspmiss
T .
4. Event selection
Thisanalysissearchesfort∗t∗production,witheacht∗decaying to t+g and thett pairintheeventreconstructedinthelepton+ jetsfinalstate.Eventsarerequiredtocontainexactlyone isolated lepton, pmiss
T , andatleastsixjets, exactlytwo of whichmust be b tagged.
Eventscontainingamuonareselectedwithasingle-muon trig-gerthatrequiresthepresenceofanisolatedmuonwithtransverse momentum pT>27GeV. Events containing an electron are se-lected withasingle-electrontriggerthat requiresthepresenceof anisolatedelectronwithpT>32GeV.Thebackgroundrateforthe single electrontriggerwasmuch higherthanforthesingle muon trigger, requiringmorestringentselection criteriafortheelectron channel.Adeterministicannealingalgorithmisusedtoreconstruct the candidate primary vertices [35]; the vertex withthe highest trackmultiplicityisselectedastheprimary eventvertex.Selected eventsarerequiredtohavethisprimaryvertexwithin2 cm ofthe center ofthe detector inthe x– y plane, andwithin 24 cm along thez-direction.
Offline,muonsarerequiredtohave pT>30GeV and |η|<2.1. The trackassociatedwitha muon isrequired tohavehitsin the pixel and muon detectors,a good quality fit, andtransverse and longitudinalimpactparameterswithrespecttotheprimaryvertex smallerthan2and5 mm,respectively.Anisolation factorI is de-fined asthescalarsum, dividedby themuon pT,ofthe pT ofall photons, chargedhadrons,andneutralhadronswithinan angular cone of R≡(η)2+ (φ)2<0.4 (where φ is theazimuthal angle)aroundthetrack,correctedfortheeffectsofpileup[36].An isolationselectionI<0.15,correspondingtoanefficiencyof≈95% isused.
ElectronsarerequiredtohavepT>35GeV andtobewithinthe region|η|<2.1.Electronswithin1.44<|η|<1.56,corresponding to theECALbarrel–endcaptransitionregion,arerejectedtoavoid poor reconstruction performance. Electrons are selected using a
Table 1
Expectednumbersofselectedeventsforthesimulatedsignalprocessasa func-tionofmt∗.AlsoshownaretheexpectednumbersofeventspredictedbytheSM, togetherwith thesystematicuncertaintiesdiscussedinSection7andthe uncer-taintiesinthecrosssectionsofthevariousprocesses,aswellasthenumbersof selectedeventsobservedindata.
μ+jet final state e+jet final state t∗t∗signal, mt∗ 700 GeV 3670 2730 800 GeV 1230 1010 900 GeV 483 369 1000 GeV 200 148 1100 GeV 92 69 1200 GeV 40 29 1300 GeV 20 15 1400 GeV 9 7 1500 GeV 4 4 1600 GeV 2 2 SM processes (4.66±0.38)×104 (3.07±0.23)×104 Data 44 573 28 942
cutoff-basedselectionmethod[37]basedontheshowershape,the trackquality,thespatialmatchbetweenthetrackandthe electro-magneticcluster, thefractionoftotalcluster energyintheHCAL, andtheresulting levelof activityinthe surroundingtracker and calorimeterregions. Thecriteria imposed intheseelectron selec-tionalgorithmshaveacombinedefficiencyof≈70%.
Inadditiontotheselectionsabove,theleptonsarerequiredto havean angularseparation R<0.1 withrespect to the lepton reconstructedbythetriggersystem. Theleptonselection efficien-ciesfordataandsimulationaremeasuredusingthetag-and-probe method [37]. Additional corrections are applied to simulation to account forobserved differencesinthe efficiencies betweendata andsimulation.
The pmissT isrequiredtobe greaterthan20GeV,whilethejets arerequiredtohavepT>30GeV,|η|<2.4,andangularseparation R>0.4 with respect to well-identified electrons ormuons. In orderto reject misreconstructed, poorly reconstructed, and noisy jets,thefractional energycontributionfrombothECALandHCAL mustbenon-zeroandnon-unity. Exactlytwo jetsarerequiredto passtheb taggingcriteria.
The expected yields after event selection are summarized in Table 1. Simulated signal events pass the selection criteriawith acceptance times efficiency of 1.4–2.2%, depending on the chan-nelandonthesignal mass.Aftertheapplicationofall selections, 44573 events are observed in the μ + jetschannel and 28942 eventsinthee+jetschannel.Theyieldspredictedfromthe sim-ulatedSMbackgroundprocessesare46600 eventsinthe μ+jets channeland30700 eventsinthee+jetschannel.
Small differences between data and the SM predictions are within the estimated uncertainties of the simulation, with the dominantuncertaintybeingthechoiceoftherenormalizationand factorizationscalesusedinthegeneratorofthett events.Detailsof theuncertaintiesaregiveninSection7.Furthermore,the differen-tialdistributionsofkinematicvariablesofsimulatedSMprocesses arealsoinagreementwithdata,asshowninFig. 1.Inparticular, thedistributionofthe invariant massofa t + jetsystem(mt+jet, seeSection 5 fordetails) indata isin agreement withthe back-groundestimation.
5. Mass reconstruction
SincethedominantbackgroundisSMtt productionwithextra jets,thereconstructedinvariantmassspectrumofthet+jet sys-temsisusedtodistinguishbetweent∗t∗signalandtt background. The pmiss
T isassumedto becarriedaway entirelybytheneutrino
from theleptonically decaying W boson (Wlep). We assume that the parent W boson is on shell andthe neutrino is massless in ordertodeterminethelongitudinalmomentumoftheneutrino.
Giventhehighjetmultiplicityoftheeventselection,ameasure was designed for evaluating different associations of the recon-structedjetswiththepartonobjectsinthefinalstate.Forthejets, the sixjetswiththe highest pT values are takeninto considera-tion.Theb taggedjetsareassignedtooneoftheb quarkpartons, andtheotherjetsareassociatedwiththedecaydaughtersofthe hadronicallydecayingW (Whad)orwiththegluonsfromt∗ decay. Thequalityofthejet-partonassignmentforasingleeventis evalu-atedwithan S valuebasedonhowwelltheintermediatephysical objectsarereconstructed:
S= mqq−mW σW 2 + m qqb−mt σt,had 2 + mνlb−mt σt,lep 2 + mqqbg−mνlbg σt∗ 2 , (1)
where mqq is the invariant mass of the jets assigned to Whad daughters. Invariant masses of the physical objects assigned to hadronically and leptonically decaying t (t∗) quarks are denoted bymqqb (mqqbg) andmνlb (mqqbg), respectively.mW andmt are themass oftheW bosonandtop quark recordedbythe particle datagroup [38],being80.4and173.34 GeV, respectively.The ex-pecteddetectorresolutionsoftheintermediateparticles σW, σt,had,
σt,lepand σt∗ areestimatedtobe24,34,30,and230 GeV, respec-tively.Theseestimates areobtainedby reconstructing thet∗t∗, tt andWhad inthedecaytopologyusingthetruthinformationfrom simulatedsignal samples.Additionalstudies haveshownthatthe massreconstructionisinsensitivetochangesinthedetector reso-lutionvalues.
Thejet-partonassignmentwiththesmallestS valueistakento representthe decay topology ofa single event, underthe t∗ hy-pothesis.Theaveragevalueofthemqqbg andmνlbg computedfor thisassignmentistakentorepresentthereconstructedt∗ massof anevent,notatedasmt+jet.Therateatwhichallsixjetsareall cor-rectly assignedis around11%, withthe maindifficulty being the correctassignmentofthejetsfromthehadronicallydecaying W.
6. Background modeling
Todeterminethepresenceofsignaleventsindata,anunbinned extended maximum likelihood fit of a signal-plus-background modelisperformedonthemt+jet>400GeV spectrum.
Themasstemplateofthet∗t∗signalisconstructedby smooth-ingthemassdistributionfromsimulations,usinganadaptive ker-nel estimation [39] with a Gaussian kernel and withno restric-tionontheboundary.Thesmoothnessparameter ρ introducedin Ref. [39] isdetermined by the square rootof the standard devi-ation ofthesignal distributionoverthe subsetwith≥4 correctly assignedpartons.
The background distribution is modeled using a log-normal function(uptoanormalizationfactor):
fbkg(m)= 1 m√2π exp −a2ln2 m m0 , (2)
wherem isthemass,anda2andm0aretheparametersthat deter-minetheshapeofthebackground.Duringthefittotheobserved data,thenumber ofbackgroundevents,aswellasthe shape pa-rametersofthebackgroundfunction,arefreeparameters.
Toverifywhetherthefitissensitivetothepresenceoft∗t∗ sig-nal,apseudo-datasetisgeneratedwiththemt+jetspectrumofthe simulatedbackgroundsandtheninjectedwiththeexpectedmt+jet
Fig. 1. Kinematic distributionsofselectedeventswithasingleleptonandsixormorejetsofwhichexactlytwoareb tagged.Dataevents(points),simulatedbackground processes(stackedhistograms),andasimulated800 GeV signalprocess(dashedline)areshown.Eventsselectedintheμ+jetfinalstateareshownontheleftwhilethose inthee+jetfinalstateareshownontheright.Fromuppertolower,thekinematicvariablesdisplayedaretheleptonpT,thejetpTandthemt+jet.Theshadedregionisthe totaluncertaintyofthesimulatedbackgroundprocesses,whichincludesstatisticalandsystematicuncertainties.(Forinterpretationofthereferencestocolorinthisfigure, thereaderisreferredtothewebversionofthisarticle.)
signalspectrumforvarioushypothesesofthesignalcrosssection. Performing the same fit over multiple sets of pseudo-data with varyingsignalcrosssectionsshowednoevidenceofbias.
To ensure that the log-normal function is sufficient to model thebackground,a likelihoodratiotestisconductedbycomparing theresultsoffittingthespectrumofthesimulatedSMbackground toanextendedlog-normalfunctionsoftheform:
fbkg,N(m)= 1 m√2π exp −a2ln2 m m0 −a3ln3 m m0 − . . . −aNlnN m m0 . (3)
Increasing the number of parameters does not improve the de-scriptionofthebackground.
Theresultsofthefitperformedondatawiththe800 GeV signal spectrumareshowninFig. 2.Thedistributionofeventsindatais in agreementwitha nullhypothesis. Based onthe resultsof the Kolmogorov–Smirnovtests,thesignal+backgroundmodelandthe background-onlymodelbothyieldgoodfitstothedata.
7. Systematic uncertainties
The impact of experimental and theoretical sources of uncer-taintiesisconsideredandsummarizedinTable 2.Foreachsource
Fig. 2. The mt+jetspectrumfordata(points),thesignal+backgroundfit(green),thebackgroundcomponentofthesignal+backgroundfit(blue),andtheexpectedspectrum forasimulated800 GeV signalprocess(red dashed)normalizedtotheintegrated luminosityofdata.Since thereisnosignificantexcessofsignalfoundindata, the signal+backgroundcurveoverlapsthe background-onlycomponent.The distributionsfortheμ +jetsdataareshown ontheleftwhilethosefor e+jetsdataare shownontheright.TheprobabilitiesoftheKolmogorov–Smirnovtestbetweenthedataversusthesignal+backgroundmodelandbetweenthedataversusthebackground componentaredenotedbyKallandKbkg,respectively.(Forinterpretationofthereferencestocolorinthisfigurelegend,thereaderisreferredtothewebversionofthis article.)
Table 2
Sourcesofsystematicuncertaintiesandthemethodsusedtoevaluatetheireffect onthesimulatedsignalsample.
Source of uncertainty Implementation on simulated signal sample Integrated luminosity Normalization shift by±2.5%
Statistical uncertainty Normalization shift by±1 s.d. Jet correction Correction factor varied by±1 s.d. Jet resolution Jet resolution shift by±1 s.d. b tagging SF SF varied by±1 s.d. Lepton efficiency SF SF varied by±1 s.d.
Pileup pp inelastic cross section shifted by±4.6%[41]
Modeling Smoothing parameterρvaried over range[1.17,1.66] PDF uncertainty Generator parameter varied by±1 s.d.
Scale uncertainty Generator parameter varied by±1 s.d. s.d.:standarddeviation,SF:correctionscalefactor.
ofuncertainty, alternative templates for thedistribution of mt+jet aregeneratedbyadjustingtherelevantparameters inthe simula-tion.
The uncertainties in the jet energy scale and jet resolutions depend on the pT and η of the jets. Alternative mass templates aregeneratedbyrescalingthenominaljetfour-momentuminthe simulationby±1 standarddeviation(s.d.)oftheassociated uncer-taintiesinenergyscaleandresolution.Suchuncertaintiesarealso coherentlypropagatedto all observables,including pmissT .Varying the jet energy used forreconstruction has<0.1% impact on the signalacceptance.
The b tagging and lepton selection scale factors for residual differencesbetweendataandsimulationhavetheirrespective sys-tematicandstatisticaluncertainties.Alternativetemplatesare gen-eratedbyshiftingthe correctionscalefactorsby ±1 s.d. fortheir respectiveuncertainties.Onaverage,theb taggingscalefactorand lepton scalefactors affect the signal acceptanceby 2.8 and2.5%, respectively.
Becauseofuncertaintiesinthe totalinelasticpp crosssection, whencalculating the data pileup scenario alternative pileup cor-rectionsaremadewiththeinelasticcrosssectionscaledby±1 s.d. Variationsinthepileupcorrectionshaveanaverageimpactonthe signalacceptanceof0.7%.Thenumberofsignal eventsisalso af-fectedby the uncertainty on the integrated luminosity,which is knowntoaprecisionof2.5%[40].
The theoretical uncertainties considered are those associated withthe choice of the PDF, andthe renormalization and factor-izationscalesusedbytheeventgenerator.Theeffectsofthe
theo-retical uncertaintiesareobtainedbychangingthevarious genera-torparameterswithintheirestimateduncertaintiesandgenerating newmt+jetfittemplatesthatareusedtocalculatenewsensitivities. In addition to the statisticaluncertainty originating fromthe signal+backgroundfit,systematicuncertaintiesareintroducedto coverthechoiceofmodeling.Alternativesignaltemplatesare gen-erated withdifferent choicesof ρ by changing the subset to re-quire≥3 and≥5 correctlyassignedpartons.Thebackgroundshape isdeterminedfromdata.Simulatedeventswithdifferent configu-rations,aswellasseveralalternativemodelshavebeentested.The chosen model, with the parameters floated in the limit compu-tation, has proven to describe the dataand cover theassociated systematicuncertaintiessufficientlywell.
8. Statistical analysis and extraction of limits
No excessaboveSM backgroundisobserved.Wesetan upper bound on the t∗t∗ production cross section usingthe asymptotic modified frequentist CLs criterion [42–45]. The null hypothesis likelihoodfunctionistakenfromthebackgroundcomponentofthe signal+backgroundfitdescribedinSection6.Fortheuncertainties describedinSection7,ajointtemplateisused,wherethenominal template islinearly interpolatedto thetemplates generatedwith therelevantparametersshiftedby ±1 standarddeviation.Eachof theinterpolationvariablesistakenasanuisanceparameterwitha standardGaussianprior.
Thefitisperformedseparatelyinthemuonandelectron chan-nels, andthe resultsofboth are usedto obtain combinedlimits. Fig. 3showstheobservedandexpectedupperlimitsat95% confi-dencelevelfortheproductofthet∗t∗productioncrosssectionand thesquareofthebranchingfraction,asafunctionofthet∗ mass. The lowerlimit formt∗ isgivenbythe valueatwhich theupper limit intersects with the theoretical cross section from Ref. [14]. Both theobservedandexpectedlower limitsofmt∗ forthe com-binedmuonandelectrondataare1.2 TeV,withinuncertainties.
9. Summary
A search has been conducted forpair production of spin-3/2 excited top quarks t∗ inproton–protoninteractions, witheach t∗ decaying exclusivelyto a standard modeltop quark and agluon. Eventsthathaveasinglemuonorelectronandatleastsixjets, ex-actlytwoofwhichmustbeidentifiedasoriginatingfromabottom
Fig. 3. The expectedandobserved95%confidencelevelupperlimitsfortheproduct oftheproductioncrosssectionoft∗t∗andthesquareofthebranchingfraction,as afunctionofthet∗mass,forthecombinedlepton+jetsanalysis.Thetheoretical productioncrosssectionassuminga100%t∗→tg branchingfractionisshownalong withitsuncertainties,describedinSection7.(Forinterpretationofthereferences tocolorinthisfigure,thereaderisreferredtothewebversionofthisarticle.) quark,areselectedfortheanalysis.Assumingt∗t∗ production,the final-state objects are associated withthe t∗ candidates in each event. No significant deviations fromstandard model predictions are observed inthe t + jet system, and an upperlimit is set at 95%confidence levelonthepairproduction crosssectionof t∗t∗, asafunctionofthet∗ mass.Interpretingtheresultsinthe frame-workofaspin-3/2 t∗ model,assuminga100% branchingfraction ofitsdecayintoatopquarkandagluon,t∗ massesbelow1.2 TeV are excluded. These are the best limits to date on the mass of spin-3/2 excitedtopquarksandthefirstat13 TeV.
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 effectivelythe computinginfrastructureessential to ouranalyses. Finally, we acknowledge the enduring support for the construc-tionandoperation oftheLHCandthe CMSdetectorprovidedby thefollowingfundingagencies:BMWFWandFWF(Austria);FNRS and FWO (Belgium); CNPq, CAPES, FAPERJ, and FAPESP (Brazil); MES (Bulgaria); CERN; CAS, MOST, and NSFC (China); COLCIEN-CIAS(Colombia);MSESandCSF(Croatia);RPF(Cyprus);SENESCYT (Ecuador); MoER, ERC IUT, and ERDF (Estonia); Academy of Fin-land,MEC,andHIP(Finland);CEAandCNRS/IN2P3(France);BMBF, DFG, and HGF (Germany); GSRT (Greece); OTKA and NIH (Hun-gary);DAEandDST(India);IPM(Iran);SFI(Ireland);INFN(Italy); MSIPandNRF(RepublicofKorea);LAS (Lithuania);MOE andUM (Malaysia); BUAP, CINVESTAV,CONACYT, LNS, SEP, and UASLP-FAI (Mexico); MBIE (New Zealand); PAEC (Pakistan); MSHE and NSC (Poland);FCT(Portugal);JINR(Dubna);MON,ROSATOM, RAS,and RFBR (Russia); MESTD (Serbia); SEIDI and CPAN (Spain); Swiss Funding Agencies (Switzerland); MST (Taipei); ThEPCenter, IPST, STAR, and NSTDA (Thailand);TUBITAK and TAEK (Turkey);NASU andSFFR(Ukraine);STFC(UnitedKingdom);DOEandNSF(USA).
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The CMS Collaboration
A.M. Sirunyan,A. Tumasyan
YerevanPhysicsInstitute,Yerevan,Armenia
W. Adam, F. Ambrogi, E. Asilar,T. Bergauer, J. Brandstetter, E. Brondolin, M. Dragicevic, J. Erö,
A. Escalante Del Valle,M. Flechl, M. Friedl,R. Frühwirth1,V.M. Ghete, J. Grossmann, J. Hrubec,
M. Jeitler1,A. König, N. Krammer, I. Krätschmer,D. Liko, T. Madlener, I. Mikulec,E. Pree, N. Rad,
H. Rohringer,J. Schieck1, R. Schöfbeck, M. Spanring, D. Spitzbart,W. Waltenberger, J. Wittmann,
C.-E. Wulz1,M. Zarucki
InstitutfürHochenergiephysik,Wien,Austria
V. Chekhovsky, V. Mossolov,J. Suarez Gonzalez
InstituteforNuclearProblems,Minsk,Belarus
E.A. De Wolf,D. Di Croce, X. Janssen,J. Lauwers, M. Van De Klundert, H. Van Haevermaet,
P. Van Mechelen,N. Van Remortel
UniversiteitAntwerpen,Antwerpen,Belgium
S. Abu Zeid,F. Blekman, J. D’Hondt, I. De Bruyn, J. De Clercq, K. Deroover, G. Flouris, D. Lontkovskyi,
S. Lowette,I. Marchesini, S. Moortgat, L. Moreels,Q. Python, K. Skovpen, S. Tavernier,W. Van Doninck,
P. Van Mulders,I. Van Parijs
VrijeUniversiteitBrussel,Brussel,Belgium
D. Beghin,B. Bilin, H. Brun, B. Clerbaux, G. De Lentdecker,H. Delannoy, B. Dorney, G. Fasanella,L. Favart,
R. Goldouzian, A. Grebenyuk,A.K. Kalsi,T. Lenzi, J. Luetic, T. Maerschalk,A. Marinov, T. Seva, E. Starling,
C. Vander Velde, P. Vanlaer,D. Vannerom, R. Yonamine,F. Zenoni, F. Zhang2
UniversitéLibredeBruxelles,Bruxelles,Belgium
T. Cornelis,D. Dobur, A. Fagot,M. Gul, I. Khvastunov3,D. Poyraz, C. Roskas, S. Salva, M. Tytgat,
W. Verbeke,N. Zaganidis
H. Bakhshiansohi,O. Bondu, S. Brochet,G. Bruno, C. Caputo, A. Caudron, P. David, S. De Visscher,
C. Delaere, M. Delcourt, B. Francois,A. Giammanco, M. Komm, G. Krintiras,V. Lemaitre, A. Magitteri,
A. Mertens, M. Musich, K. Piotrzkowski,L. Quertenmont, A. Saggio, M. Vidal Marono, S. Wertz,J. Zobec
UniversitéCatholiquedeLouvain,Louvain-la-Neuve,Belgium
W.L. Aldá Júnior, F.L. Alves,G.A. Alves, L. Brito,M. Correa Martins Junior,C. Hensel, A. Moraes,M.E. Pol,
P. Rebello Teles
CentroBrasileirodePesquisasFisicas,RiodeJaneiro,Brazil
E. Belchior Batista Das Chagas, W. Carvalho,J. Chinellato4,E. Coelho, E.M. Da Costa, G.G. Da Silveira5,
D. De Jesus Damiao,S. Fonseca De Souza, L.M. Huertas Guativa, H. Malbouisson,M. Melo De Almeida,
C. Mora Herrera,L. Mundim, H. Nogima,L.J. Sanchez Rosas, A. Santoro,A. Sznajder, M. Thiel,
E.J. Tonelli Manganote4,F. Torres Da Silva De Araujo, A. Vilela Pereira
UniversidadedoEstadodoRiodeJaneiro,RiodeJaneiro,Brazil
S. Ahujaa, C.A. Bernardesa, T.R. Fernandez Perez Tomeia, E.M. Gregoresb,P.G. Mercadanteb,
S.F. Novaesa, Sandra S. Padulaa, D. Romero Abadb,J.C. Ruiz Vargasa
aUniversidadeEstadualPaulista,SãoPaulo,Brazil bUniversidadeFederaldoABC,SãoPaulo,Brazil
A. Aleksandrov, R. Hadjiiska, P. Iaydjiev,M. Misheva, M. Rodozov, M. Shopova,G. Sultanov
InstituteforNuclearResearchandNuclearEnergy,BulgarianAcademyof Sciences,Sofia,Bulgaria
A. Dimitrov, L. Litov,B. Pavlov, P. Petkov
UniversityofSofia,Sofia,Bulgaria
W. Fang6, X. Gao6,L. Yuan
BeihangUniversity,Beijing,China
M. Ahmad, J.G. Bian, G.M. Chen, H.S. Chen,M. Chen, Y. Chen, C.H. Jiang, D. Leggat, H. Liao,Z. Liu,
F. Romeo,S.M. Shaheen, A. Spiezia, J. Tao, C. Wang,Z. Wang, E. Yazgan, H. Zhang, S. Zhang, J. Zhao
InstituteofHighEnergyPhysics,Beijing,China
Y. Ban, G. Chen, J. Li,Q. Li, S. Liu, Y. Mao,S.J. Qian, D. Wang, Z. Xu
StateKeyLaboratoryofNuclearPhysicsandTechnology,PekingUniversity,Beijing,China
Y. Wang
TsinghuaUniversity,Beijing,China
C. Avila,A. Cabrera, L.F. Chaparro Sierra, C. Florez, C.F. González Hernández,J.D. Ruiz Alvarez,
M.A. Segura Delgado
UniversidaddeLosAndes,Bogota,Colombia
B. Courbon, N. Godinovic, D. Lelas,I. Puljak, P.M. Ribeiro Cipriano, T. Sculac
UniversityofSplit,FacultyofElectricalEngineering,MechanicalEngineeringandNavalArchitecture,Split,Croatia
Z. Antunovic, M. Kovac
UniversityofSplit,FacultyofScience,Split,Croatia
V. Brigljevic,D. Ferencek, K. Kadija,B. Mesic, A. Starodumov7, T. Susa
M.W. Ather,A. Attikis, G. Mavromanolakis, J. Mousa,C. Nicolaou, F. Ptochos, P.A. Razis, H. Rykaczewski
UniversityofCyprus,Nicosia,Cyprus
M. Finger8,M. Finger Jr.8
CharlesUniversity,Prague,CzechRepublic
E. Carrera Jarrin
UniversidadSanFranciscodeQuito,Quito,Ecuador
E. El-khateeb9,S. Elgammal10,A. Mohamed11
AcademyofScientificResearchandTechnologyoftheArabRepublicofEgypt,EgyptianNetworkofHighEnergyPhysics,Cairo,Egypt
R.K. Dewanjee,M. Kadastik, L. Perrini, M. Raidal, A. Tiko,C. Veelken
NationalInstituteofChemicalPhysicsandBiophysics,Tallinn,Estonia
P. Eerola,H. Kirschenmann, J. Pekkanen,M. Voutilainen
DepartmentofPhysics,UniversityofHelsinki,Helsinki,Finland
J. Havukainen, J.K. Heikkilä, T. Järvinen,V. Karimäki, R. Kinnunen, T. Lampén, K. Lassila-Perini,S. Laurila,
S. Lehti,T. Lindén, P. Luukka, H. Siikonen, E. Tuominen, J. Tuominiemi
HelsinkiInstituteofPhysics,Helsinki,Finland
T. Tuuva
LappeenrantaUniversityofTechnology,Lappeenranta,Finland
M. Besancon,F. Couderc, M. Dejardin, D. Denegri,J.L. Faure, F. Ferri, S. Ganjour, S. Ghosh,P. Gras,
G. Hamel de Monchenault,P. Jarry, I. Kucher, C. Leloup,E. Locci, M. Machet, J. Malcles,G. Negro,
J. Rander,A. Rosowsky, M.Ö. Sahin, M. Titov
IRFU,CEA,UniversitéParis-Saclay,Gif-sur-Yvette,France
A. Abdulsalam,C. Amendola, I. Antropov, S. Baffioni, F. Beaudette, P. Busson, L. Cadamuro,C. Charlot,
R. Granier de Cassagnac,M. Jo, S. Lisniak,A. Lobanov, J. Martin Blanco, M. Nguyen, C. Ochando,
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A. Zabi,A. Zghiche
LaboratoireLeprince-Ringuet,Ecolepolytechnique,CNRS/IN2P3,UniversitéParis-Saclay,Palaiseau,France
J.-L. Agram12,J. Andrea, D. Bloch,J.-M. Brom, M. Buttignol,E.C. Chabert, N. Chanon, C. Collard,
E. Conte12,X. Coubez, J.-C. Fontaine12, D. Gelé, U. Goerlach,M. Jansová, A.-C. Le Bihan, N. Tonon,
P. Van Hove
UniversitédeStrasbourg,CNRS,IPHCUMR7178,F-67000Strasbourg,France
S. Gadrat
CentredeCalculdel’InstitutNationaldePhysiqueNucleaireetdePhysiquedesParticules,CNRS/IN2P3,Villeurbanne,France
S. Beauceron,C. Bernet, G. Boudoul,R. Chierici, D. Contardo, P. Depasse,H. El Mamouni, J. Fay, L. Finco,
S. Gascon,M. Gouzevitch, G. Grenier, B. Ille, F. Lagarde, I.B. Laktineh, M. Lethuillier,L. Mirabito,
A.L. Pequegnot, S. Perries,A. Popov13,V. Sordini, M. Vander Donckt, S. Viret
UniversitédeLyon,UniversitéClaudeBernardLyon1,CNRS-IN2P3,InstitutdePhysiqueNucléairedeLyon,Villeurbanne,France
T. Toriashvili14
Z. Tsamalaidze8
TbilisiStateUniversity,Tbilisi,Georgia
C. Autermann, L. Feld, M.K. Kiesel, K. Klein, M. Lipinski, M. Preuten,C. Schomakers, J. Schulz,
M. Teroerde,V. Zhukov13
RWTHAachenUniversity,I.PhysikalischesInstitut,Aachen,Germany
A. Albert, E. Dietz-Laursonn, D. Duchardt, M. Endres,M. Erdmann, S. Erdweg, T. Esch,R. Fischer, A. Güth,
M. Hamer,T. Hebbeker,C. Heidemann, K. Hoepfner,S. Knutzen, M. Merschmeyer,A. Meyer, P. Millet,
S. Mukherjee,T. Pook, M. Radziej, H. Reithler,M. Rieger, F. Scheuch,D. Teyssier, S. Thüer
RWTHAachenUniversity,III.PhysikalischesInstitutA,Aachen,Germany
G. Flügge, B. Kargoll, T. Kress, A. Künsken, T. Müller,A. Nehrkorn, A. Nowack, C. Pistone,O. Pooth,
A. Stahl15
RWTHAachenUniversity,III.PhysikalischesInstitutB,Aachen,Germany
M. Aldaya Martin,T. Arndt, C. Asawatangtrakuldee, K. Beernaert,O. Behnke, U. Behrens,
A. Bermúdez Martínez, A.A. Bin Anuar, K. Borras16,V. Botta, A. Campbell, P. Connor,
C. Contreras-Campana, F. Costanza, C. Diez Pardos,G. Eckerlin, D. Eckstein, T. Eichhorn, E. Eren,
E. Gallo17,J. Garay Garcia, A. Geiser, J.M. Grados Luyando, A. Grohsjean, P. Gunnellini, M. Guthoff,
A. Harb,J. Hauk, M. Hempel18,H. Jung,M. Kasemann, J. Keaveney, C. Kleinwort,I. Korol, D. Krücker,
W. Lange, A. Lelek, T. Lenz,J. Leonard, K. Lipka,W. Lohmann18, R. Mankel, I.-A. Melzer-Pellmann,
A.B. Meyer, G. Mittag, J. Mnich, A. Mussgiller, E. Ntomari,D. Pitzl, A. Raspereza,M. Savitskyi, P. Saxena,
R. Shevchenko, N. Stefaniuk,G.P. Van Onsem, R. Walsh, Y. Wen,K. Wichmann,C. Wissing, O. Zenaiev
DeutschesElektronen-Synchrotron,Hamburg,Germany
R. Aggleton,S. Bein, V. Blobel, M. Centis Vignali, T. Dreyer, E. Garutti,D. Gonzalez, J. Haller,
A. Hinzmann, M. Hoffmann,A. Karavdina, R. Klanner, R. Kogler, N. Kovalchuk,S. Kurz, T. Lapsien,
D. Marconi,M. Meyer, M. Niedziela, D. Nowatschin, F. Pantaleo15, T. Peiffer, A. Perieanu,C. Scharf,
P. Schleper, A. Schmidt, S. Schumann,J. Schwandt, J. Sonneveld,H. Stadie,G. Steinbrück, F.M. Stober,
M. Stöver, H. Tholen, D. Troendle,E. Usai, A. Vanhoefer, B. Vormwald
UniversityofHamburg,Hamburg,Germany
M. Akbiyik, C. Barth,M. Baselga, S. Baur, E. Butz,R. Caspart, T. Chwalek, F. Colombo, W. De Boer,
A. Dierlamm, N. Faltermann,B. Freund, R. Friese,M. Giffels,M.A. Harrendorf, F. Hartmann15,
S.M. Heindl,U. Husemann, F. Kassel15,S. Kudella, H. Mildner, M.U. Mozer, Th. Müller, M. Plagge,
G. Quast, K. Rabbertz,M. Schröder, I. Shvetsov, G. Sieber,H.J. Simonis, R. Ulrich, S. Wayand, M. Weber,
T. Weiler, S. Williamson,C. Wöhrmann, R. Wolf
InstitutfürExperimentelleKernphysik,Karlsruhe,Germany
G. Anagnostou, G. Daskalakis,T. Geralis,A. Kyriakis, D. Loukas, I. Topsis-Giotis
InstituteofNuclearandParticlePhysics(INPP),NCSRDemokritos,AghiaParaskevi,Greece
G. Karathanasis,S. Kesisoglou, A. Panagiotou, N. Saoulidou
NationalandKapodistrianUniversityofAthens,Athens,Greece
K. Kousouris
I. Evangelou,C. Foudas, P. Gianneios, P. Katsoulis, P. Kokkas, S. Mallios,N. Manthos, I. Papadopoulos,
E. Paradas, J. Strologas,F.A. Triantis, D. Tsitsonis
UniversityofIoánnina,Ioánnina,Greece
M. Csanad,N. Filipovic, G. Pasztor,O. Surányi, G.I. Veres19
MTA-ELTELendületCMSParticleandNuclearPhysicsGroup,EötvösLorándUniversity,Budapest,Hungary
G. Bencze,C. Hajdu, D. Horvath20, Á. Hunyadi, F. Sikler,V. Veszpremi
WignerResearchCentreforPhysics,Budapest,Hungary
N. Beni,S. Czellar, J. Karancsi21,A. Makovec,J. Molnar, Z. Szillasi
InstituteofNuclearResearchATOMKI,Debrecen,Hungary
M. Bartók19,P. Raics, Z.L. Trocsanyi, B. Ujvari
InstituteofPhysics,UniversityofDebrecen,Debrecen,Hungary
S. Choudhury,J.R. Komaragiri
IndianInstituteofScience(IISc),Bangalore,India
S. Bahinipati22,S. Bhowmik, P. Mal, K. Mandal, A. Nayak23, D.K. Sahoo22, N. Sahoo,S.K. Swain
NationalInstituteofScienceEducationandResearch,Bhubaneswar,India
S. Bansal,S.B. Beri, V. Bhatnagar, R. Chawla, N. Dhingra,A. Kaur, M. Kaur, S. Kaur,R. Kumar, P. Kumari,
A. Mehta,J.B. Singh, G. Walia
PanjabUniversity,Chandigarh,India
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S. Malhotra,M. Naimuddin, K. Ranjan,R. Sharma
UniversityofDelhi,Delhi,India
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N. Majumdar, A. Modak, K. Mondal, S. Mukhopadhyay, S. Nandan,A. Purohit, A. Roy, S. Roy Chowdhury,
S. Sarkar,M. Sharan, S. Thakur
SahaInstituteofNuclearPhysics,HBNI,Kolkata,India
P.K. Behera
IndianInstituteofTechnologyMadras,Madras,India
R. Chudasama,D. Dutta, V. Jha, V. Kumar, A.K. Mohanty15, P.K. Netrakanti,L.M. Pant, P. Shukla,A. Topkar
BhabhaAtomicResearchCentre,Mumbai,India
T. Aziz,S. Dugad, B. Mahakud, S. Mitra, G.B. Mohanty, N. Sur, B. Sutar
TataInstituteofFundamentalResearch-A,Mumbai,India
S. Banerjee, S. Bhattacharya, S. Chatterjee,P. Das, M. Guchait,Sa. Jain, S. Kumar, M. Maity24,
G. Majumder,K. Mazumdar, T. Sarkar24, N. Wickramage25
TataInstituteofFundamentalResearch-B,Mumbai,India
S. Chauhan,S. Dube, V. Hegde, A. Kapoor, K. Kothekar, S. Pandey, A. Rane, S. Sharma
S. Chenarani26, E. Eskandari Tadavani,S.M. Etesami26,M. Khakzad, M. Mohammadi Najafabadi,
M. Naseri, S. Paktinat Mehdiabadi27,F. Rezaei Hosseinabadi, B. Safarzadeh28,M. Zeinali
InstituteforResearchinFundamentalSciences(IPM),Tehran,Iran
M. Felcini,M. Grunewald
UniversityCollegeDublin,Dublin,Ireland
M. Abbresciaa,b, C. Calabriaa,b,A. Colaleoa,D. Creanzaa,c, L. Cristellaa,b,N. De Filippisa,c,
M. De Palmaa,b, F. Erricoa,b, L. Fiorea, G. Iasellia,c, S. Lezkia,b, G. Maggia,c,M. Maggia, G. Minielloa,b, S. Mya,b, S. Nuzzoa,b,A. Pompilia,b,G. Pugliesea,c, R. Radognaa,A. Ranieria, G. Selvaggia,b, A. Sharmaa, L. Silvestrisa,15,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, S.S. Chhibraa,G. Codispotia,b,M. Cuffiania,b, G.M. Dallavallea,F. Fabbria, A. Fanfania,b, D. Fasanellaa,b,P. Giacomellia,C. Grandia,L. Guiduccia,b, S. Marcellinia, G. Masettia, A. Montanaria, F.L. Navarriaa,b,A. Perrottaa, A.M. Rossia,b,T. Rovellia,b, G.P. Sirolia,b,N. Tosia
aINFNSezionediBologna,Bologna,Italy bUniversitàdiBologna,Bologna,Italy
S. Albergoa,b,S. Costaa,b,A. Di Mattiaa,F. Giordanoa,b,R. Potenzaa,b,A. Tricomia,b,C. Tuvea,b
aINFNSezionediCatania,Catania,Italy bUniversitàdiCatania,Catania,Italy
G. Barbaglia, K. Chatterjeea,b,V. Ciullia,b,C. Civininia, R. D’Alessandroa,b, E. Focardia,b,P. Lenzia,b,
M. Meschinia, S. Paolettia,L. Russoa,29, G. Sguazzonia, D. Stroma, L. Viliania
aINFNSezionediFirenze,Firenze,Italy bUniversitàdiFirenze,Firenze,Italy
L. Benussi, S. Bianco, F. Fabbri,D. Piccolo, F. Primavera15
INFNLaboratoriNazionalidiFrascati,Frascati,Italy
V. Calvellia,b, F. Ferroa, F. Raveraa,b,E. Robuttia,S. Tosia,b
aINFNSezionediGenova,Genova,Italy bUniversitàdiGenova,Genova,Italy
A. Benagliaa, A. Beschib, L. Brianzaa,b, F. Brivioa,b, V. Cirioloa,b,15,M.E. Dinardoa,b,S. Fiorendia,b, S. Gennaia, A. Ghezzia,b,P. Govonia,b, M. Malbertia,b,S. Malvezzia,R.A. Manzonia,b, D. Menascea, L. Moronia,M. Paganonia,b, K. Pauwelsa,b, D. Pedrinia,S. Pigazzinia,b,30, S. Ragazzia,b,
T. Tabarelli de Fatisa,b
aINFNSezionediMilano-Bicocca,Milano,Italy bUniversitàdiMilano-Bicocca,Milano,Italy
S. Buontempoa, N. Cavalloa,c, S. Di Guidaa,d,15, F. Fabozzia,c,F. Fiengaa,b, A.O.M. Iorioa,b, W.A. Khana, L. Listaa,S. Meolaa,d,15,P. Paoluccia,15,C. Sciaccaa,b,F. Thyssena
aINFNSezionediNapoli,Napoli,Italy bUniversitàdiNapoli‘FedericoII’,Napoli,Italy cUniversitàdellaBasilicata,Potenza,Italy dUniversitàG.Marconi,Roma,Italy
P. Azzia,L. Benatoa,b, D. Biselloa,b, A. Bolettia,b, R. Carlina,b, A. Carvalho Antunes De Oliveiraa,b,
S. Lacapraraa,P. Lujan, M. Margonia,b, A.T. Meneguzzoa,b,M. Passaseoa, N. Pozzobona,b, P. Ronchesea,b, R. Rossina,b, F. Simonettoa,b,E. Torassaa,S. Venturaa, M. Zanettia,b, P. Zottoa,b
aINFNSezionediPadova,Padova,Italy bUniversitàdiPadova,Padova,Italy cUniversitàdiTrento,Trento,Italy
A. Braghieria, A. Magnania,P. Montagnaa,b, S.P. Rattia,b,V. Rea,M. Ressegottia,b,C. Riccardia,b, P. Salvinia, I. Vaia,b,P. Vituloa,b
aINFNSezionediPavia,Pavia,Italy bUniversitàdiPavia,Pavia,Italy
L. Alunni Solestizia,b, M. Biasinia,b, G.M. Bileia,C. Cecchia,b,D. Ciangottinia,b, L. Fanòa,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,15,G. Bagliesia,T. Boccalia,L. Borrello, R. Castaldia, M.A. Cioccia,b, R. Dell’Orsoa,G. Fedia, L. Gianninia,c, A. Giassia, M.T. Grippoa,29,F. Ligabuea,c, T. Lomtadzea,
E. Mancaa,c,G. Mandorlia,c, A. Messineoa,b, F. Pallaa,A. Rizzia,b, A. Savoy-Navarroa,31,P. Spagnoloa, R. Tenchinia,G. Tonellia,b, A. Venturia,P.G. Verdinia
aINFNSezionediPisa,Pisa,Italy bUniversitàdiPisa,Pisa,Italy
cScuolaNormaleSuperiorediPisa,Pisa,Italy
L. Baronea,b, F. Cavallaria,M. Cipriania,b, N. Dacia,D. Del Rea,b,15,E. Di Marcoa,b,M. Diemoza,
S. Gellia,b, E. Longoa,b, F. Margarolia,b,B. Marzocchia,b, P. Meridiania,G. Organtinia,b,R. Paramattia,b, F. Preiatoa,b,S. Rahatloua,b, C. Rovellia,F. Santanastasioa,b
aINFNSezionediRoma,Rome,Italy bSapienzaUniversitàdiRoma,Rome,Italy
N. Amapanea,b,R. Arcidiaconoa,c, S. Argiroa,b, M. Arneodoa,c,N. Bartosika,R. Bellana,b,C. Biinoa, N. Cartigliaa,F. Cennaa,b, M. Costaa,b,R. Covarellia,b,A. Deganoa,b,N. Demariaa, B. Kiania,b,
C. Mariottia, S. Masellia,E. Migliorea,b, V. Monacoa,b, E. Monteila,b, M. Montenoa,M.M. Obertinoa,b, L. Pachera,b,N. Pastronea, M. Pelliccionia,G.L. Pinna Angionia,b,A. Romeroa,b,M. Ruspaa,c, R. Sacchia,b, K. Shchelinaa,b, V. Solaa,A. Solanoa,b,A. Staianoa,P. Traczyka,b
aINFNSezionediTorino,Torino,Italy bUniversitàdiTorino,Torino,Italy
cUniversitàdelPiemonteOrientale,Novara,Italy
S. Belfortea,M. Casarsaa, F. Cossuttia,G. Della Riccaa,b, A. Zanettia
aINFNSezionediTrieste,Trieste,Italy bUniversitàdiTrieste,Trieste,Italy
D.H. Kim,G.N. Kim, M.S. Kim, J. Lee,S. Lee, S.W. Lee, C.S. Moon, Y.D. Oh, S. Sekmen,D.C. Son,Y.C. Yang
KyungpookNationalUniversity,Daegu,RepublicofKorea
A. Lee
ChonbukNationalUniversity,Jeonju,RepublicofKorea
H. Kim,D.H. Moon,G. Oh
ChonnamNationalUniversity,InstituteforUniverseandElementaryParticles,Kwangju,RepublicofKorea
J.A. Brochero Cifuentes,J. Goh, T.J. Kim
S. Cho, S. Choi,Y. Go,D. Gyun, S. Ha, B. Hong, Y. Jo,Y. Kim, K. Lee,K.S. Lee, S. Lee,J. Lim,S.K. Park, Y. Roh
KoreaUniversity,Seoul,RepublicofKorea
J. Almond, J. Kim,J.S. Kim, H. Lee,K. Lee, K. Nam,S.B. Oh, B.C. Radburn-Smith, S.h. Seo, U.K. Yang,
H.D. Yoo,G.B. Yu
SeoulNationalUniversity,Seoul,RepublicofKorea
H. Kim,J.H. Kim, J.S.H. Lee, I.C. Park
UniversityofSeoul,Seoul,RepublicofKorea
Y. Choi,C. Hwang, J. Lee, I. Yu
SungkyunkwanUniversity,Suwon,RepublicofKorea
V. Dudenas, A. Juodagalvis,J. Vaitkus
VilniusUniversity,Vilnius,Lithuania
I. Ahmed,Z.A. Ibrahim, M.A.B. Md Ali32,F. Mohamad Idris33,W.A.T. Wan Abdullah, M.N. Yusli,
Z. Zolkapli
NationalCentreforParticlePhysics,UniversitiMalaya,KualaLumpur,Malaysia
R. Reyes-Almanza,G. Ramirez-Sanchez, M.C. Duran-Osuna, H. Castilla-Valdez, E. De La Cruz-Burelo,
I. Heredia-De La Cruz34, R.I. Rabadan-Trejo, R. Lopez-Fernandez,J. Mejia Guisao, A. Sanchez-Hernandez
CentrodeInvestigacionydeEstudiosAvanzadosdelIPN,MexicoCity,Mexico
S. Carrillo Moreno, C. Oropeza Barrera, 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
D. Krofcheck
UniversityofAuckland,Auckland,NewZealand
P.H. Butler
UniversityofCanterbury,Christchurch,NewZealand
A. Ahmad, M. Ahmad, Q. Hassan,H.R. Hoorani, A. Saddique, M.A. Shah, M. Shoaib, M. Waqas
NationalCentreforPhysics,Quaid-I-AzamUniversity,Islamabad,Pakistan
H. Bialkowska, M. Bluj,B. Boimska, T. Frueboes,M. Górski, M. Kazana, K. Nawrocki, M. Szleper,
P. Zalewski
NationalCentreforNuclearResearch,Swierk,Poland
K. Bunkowski,A. Byszuk35, K. Doroba,A. Kalinowski, M. Konecki,J. Krolikowski, M. Misiura,
M. Olszewski, A. Pyskir,M. Walczak
P. Bargassa,C. Beirão Da Cruz E Silva, A. Di Francesco, P. Faccioli,B. Galinhas, M. Gallinaro, J. Hollar,
N. Leonardo,L. Lloret Iglesias, M.V. Nemallapudi, J. Seixas,G. Strong,O. Toldaiev, D. Vadruccio, J. Varela
LaboratóriodeInstrumentaçãoeFísicaExperimentaldePartículas,Lisboa,Portugal
S. Afanasiev,V. Alexakhin,P. Bunin, M. Gavrilenko, A. Golunov, I. Golutvin, N. Gorbounov, V. Karjavin,
A. Lanev,A. Malakhov,V. Matveev36,37,V. Palichik, V. Perelygin, M. Savina, S. Shmatov, N. Skatchkov,
V. Smirnov,A. Zarubin
JointInstituteforNuclearResearch,Dubna,Russia
Y. Ivanov,V. Kim38,E. Kuznetsova39, P. Levchenko,V. Murzin, V. Oreshkin, I. Smirnov, D. Sosnov,
V. Sulimov,L. Uvarov, S. Vavilov, 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,V. Popov, I. Pozdnyakov,G. Safronov, A. Spiridonov,
A. Stepennov, M. Toms,E. Vlasov, A. Zhokin
InstituteforTheoreticalandExperimentalPhysics,Moscow,Russia
T. Aushev,A. Bylinkin37
MoscowInstituteofPhysicsandTechnology,Moscow,Russia
M. Chadeeva40, O. Markin,P. Parygin, D. Philippov,S. Polikarpov, V. Rusinov
NationalResearchNuclearUniversity‘MoscowEngineeringPhysicsInstitute’(MEPhI),Moscow,Russia
V. Andreev,M. Azarkin37,I. Dremin37, M. Kirakosyan37,A. Terkulov
P.N.LebedevPhysicalInstitute,Moscow,Russia
A. Baskakov,A. Belyaev, E. Boos,V. Bunichev, M. Dubinin41, L. Dudko, V. Klyukhin, N. Korneeva,
I. Lokhtin,I. Miagkov, S. Obraztsov,M. Perfilov, S. Petrushanko,V. Savrin, A. Snigirev
SkobeltsynInstituteofNuclearPhysics,LomonosovMoscowStateUniversity,Moscow,Russia
V. Blinov42, Y. Skovpen42,D. Shtol42
NovosibirskStateUniversity(NSU),Novosibirsk,Russia
I. Azhgirey,I. Bayshev,S. Bitioukov, D. Elumakhov, A. Godizov, V. Kachanov, A. Kalinin, D. Konstantinov,
P. Mandrik,V. Petrov, R. Ryutin, A. Sobol, S. Troshin, N. Tyurin,A. Uzunian, A. Volkov
StateResearchCenterofRussianFederation,InstituteforHighEnergyPhysics,Protvino,Russia
P. Adzic43,P. Cirkovic, D. Devetak,M. Dordevic, J. Milosevic,V. Rekovic
UniversityofBelgrade,FacultyofPhysicsandVincaInstituteofNuclearSciences,Belgrade,Serbia
J. Alcaraz Maestre,I. Bachiller, M. Barrio Luna,M. Cerrada, N. Colino, B. De La Cruz,A. Delgado Peris,
C. Fernandez Bedoya,J.P. Fernández Ramos, J. Flix, M.C. Fouz,O. Gonzalez Lopez, S. Goy Lopez,
J.M. Hernandez, M.I. Josa,D. Moran, A. Pérez-Calero Yzquierdo, J. Puerta Pelayo, A. Quintario Olmeda,
I. Redondo, L. Romero,M.S. Soares, A. Álvarez Fernández
C. Albajar, J.F. de Trocóniz, M. Missiroli
UniversidadAutónomadeMadrid,Madrid,Spain
J. Cuevas, C. Erice,J. Fernandez Menendez, I. Gonzalez Caballero,J.R. González Fernández,
E. Palencia Cortezon,S. Sanchez Cruz, P. Vischia, J.M. Vizan Garcia
UniversidaddeOviedo,Oviedo,Spain
I.J. Cabrillo, A. Calderon, B. Chazin Quero,E. Curras, J. Duarte Campderros, M. Fernandez,
J. Garcia-Ferrero,G. Gomez, A. Lopez Virto, J. Marco,C. Martinez Rivero, P. Martinez Ruiz del Arbol,
F. Matorras, J. Piedra Gomez,T. Rodrigo, A. Ruiz-Jimeno, L. Scodellaro,N. Trevisani, I. Vila,
R. Vilar Cortabitarte
InstitutodeFísicadeCantabria(IFCA),CSIC-UniversidaddeCantabria,Santander,Spain
D. Abbaneo, B. Akgun,E. Auffray, P. Baillon,A.H. Ball, D. Barney, J. Bendavid,M. Bianco, P. Bloch,
A. Bocci, C. Botta, T. Camporesi, R. Castello, M. Cepeda, G. Cerminara, E. Chapon, Y. Chen, D. d’Enterria,
A. Dabrowski,V. Daponte, A. David, M. De Gruttola, A. De Roeck, N. Deelen,M. Dobson, T. du Pree,
M. Dünser,N. Dupont, A. Elliott-Peisert,P. Everaerts, F. Fallavollita,G. Franzoni, J. Fulcher, W. Funk,
D. Gigi,A. Gilbert, K. Gill,F. Glege, D. Gulhan, P. Harris,J. Hegeman, V. Innocente, A. Jafari, P. Janot,
O. Karacheban18,J. Kieseler, V. Knünz, A. Kornmayer,M.J. Kortelainen, M. Krammer1,C. Lange, P. Lecoq,
C. Lourenço,M.T. Lucchini, L. Malgeri,M. Mannelli, A. Martelli,F. Meijers, J.A. Merlin, S. Mersi, E. Meschi,
P. Milenovic44, F. Moortgat, M. Mulders, H. Neugebauer,J. Ngadiuba, S. Orfanelli, L. Orsini, L. Pape,
E. Perez,M. Peruzzi, A. Petrilli, G. Petrucciani,A. Pfeiffer, M. Pierini,D. Rabady, A. Racz,T. Reis,
G. Rolandi45, M. Rovere, H. Sakulin, C. Schäfer, C. Schwick,M. Seidel, M. Selvaggi,A. Sharma,P. Silva,
P. Sphicas46, A. Stakia,J. Steggemann, M. Stoye,M. Tosi, D. Treille, A. Triossi,A. Tsirou, V. Veckalns47,
M. Verweij, W.D. Zeuner
CERN,EuropeanOrganizationforNuclearResearch,Geneva,Switzerland
W. Bertl†, L. Caminada48, K. Deiters,W. Erdmann, R. Horisberger, Q. Ingram, H.C. Kaestli, D. Kotlinski,
U. Langenegger, T. Rohe, S.A. Wiederkehr
PaulScherrerInstitut,Villigen,Switzerland
M. Backhaus, L. Bäni, P. Berger, L. Bianchini, B. Casal, G. Dissertori,M. Dittmar, M. Donegà, C. Dorfer,
C. Grab,C. Heidegger, D. Hits, J. Hoss, G. Kasieczka, T. Klijnsma,W. Lustermann, B. Mangano,
M. Marionneau, M.T. Meinhard,D. Meister, F. Micheli,P. Musella, F. Nessi-Tedaldi, F. Pandolfi, J. Pata,
F. Pauss,G. Perrin, L. Perrozzi,M. Quittnat, M. Reichmann, D.A. Sanz Becerra,M. Schönenberger,
L. Shchutska,V.R. Tavolaro, K. Theofilatos, M.L. Vesterbacka Olsson, R. Wallny, D.H. Zhu
ETHZurich–InstituteforParticlePhysicsandAstrophysics(IPA),Zurich,Switzerland
T.K. Aarrestad, C. Amsler49, M.F. Canelli,A. De Cosa, R. Del Burgo, S. Donato, C. Galloni, T. Hreus,
B. Kilminster, D. Pinna,G. Rauco, P. Robmann, D. Salerno, K. Schweiger, C. Seitz, Y. Takahashi,
A. Zucchetta
UniversitätZürich,Zurich,Switzerland
V. Candelise,Y.H. Chang, K.y. Cheng,T.H. Doan, Sh. Jain,R. Khurana, C.M. Kuo, W. Lin, A. Pozdnyakov,
S.S. Yu
NationalCentralUniversity,Chung-Li,Taiwan
Arun Kumar, P. Chang, Y. Chao, K.F. Chen, P.H. Chen, Y.M. Chen, F. Fiori, W.-S. Hou,Y. Hsiung, Y.F. Liu,
R.-S. Lu, E. Paganis, A. Psallidas,A. Steen, J.f. Tsai
B. Asavapibhop,K. Kovitanggoon, G. Singh, N. Srimanobhas
ChulalongkornUniversity,FacultyofScience,DepartmentofPhysics,Bangkok,Thailand
M.N. Bakirci50,A. Bat, F. Boran,S. Cerci51, S. Damarseckin, Z.S. Demiroglu, C. Dozen, E. Eskut, S. Girgis,
G. Gokbulut,Y. Guler, I. Hos52, E.E. Kangal53,O. Kara, U. Kiminsu, M. Oglakci,G. Onengut54,
K. Ozdemir55,S. Ozturk50,U.G. Tok, H. Topakli50,S. Turkcapar, I.S. Zorbakir, C. Zorbilmez
ÇukurovaUniversity,PhysicsDepartment,ScienceandArtFaculty,Adana,Turkey
G. Karapinar56, K. Ocalan57,M. Yalvac, M. Zeyrek
MiddleEastTechnicalUniversity,PhysicsDepartment,Ankara,Turkey
E. Gülmez,M. Kaya58,O. Kaya59, S. Tekten, E.A. Yetkin60
BogaziciUniversity,Istanbul,Turkey
M.N. Agaras,S. Atay, A. Cakir, K. Cankocak, I. Köseoglu
IstanbulTechnicalUniversity,Istanbul,Turkey
B. Grynyov
InstituteforScintillationMaterialsofNationalAcademyofScienceofUkraine,Kharkov,Ukraine
L. Levchuk
NationalScientificCenter,KharkovInstituteofPhysicsandTechnology,Kharkov,Ukraine
F. Ball, L. Beck, J.J. Brooke,D. Burns, E. Clement, D. Cussans,O. Davignon, H. Flacher,J. Goldstein,
G.P. Heath, H.F. Heath,L. Kreczko, D.M. Newbold61, S. Paramesvaran,T. Sakuma, S. Seif El Nasr-storey,
D. Smith,V.J. Smith
UniversityofBristol,Bristol,UnitedKingdom
K.W. Bell,A. Belyaev62,C. Brew, R.M. Brown, L. Calligaris,D. Cieri, D.J.A. Cockerill, J.A. Coughlan,
K. Harder,S. Harper, J. Linacre, E. Olaiya,D. Petyt, C.H. Shepherd-Themistocleous, A. Thea, I.R. Tomalin,
T. Williams
RutherfordAppletonLaboratory,Didcot,UnitedKingdom
G. Auzinger, R. Bainbridge,J. Borg,S. Breeze, O. Buchmuller, A. Bundock,S. Casasso, M. Citron,D. Colling,
L. Corpe,P. Dauncey, G. Davies, A. De Wit, M. Della Negra, R. Di Maria, A. Elwood, Y. Haddad, G. Hall,
G. Iles, T. James, R. Lane, C. Laner, L. Lyons, A.-M. Magnan,S. Malik, L. Mastrolorenzo, T. Matsushita,
J. Nash, A. Nikitenko7,V. Palladino, M. Pesaresi, D.M. Raymond, A. Richards,A. Rose, E. Scott,C. Seez,
A. Shtipliyski,S. Summers,A. Tapper, K. Uchida, M. Vazquez Acosta63,T. Virdee15,N. Wardle,
D. Winterbottom,J. Wright, S.C. Zenz
ImperialCollege,London,UnitedKingdom
J.E. Cole, P.R. Hobson,A. Khan, P. Kyberd,I.D. Reid, L. Teodorescu, S. Zahid
BrunelUniversity,Uxbridge,UnitedKingdom
A. Borzou,K. Call,J. Dittmann, K. Hatakeyama, H. Liu, N. Pastika, C. Smith
BaylorUniversity,Waco,USA
R. Bartek,A. Dominguez
A. Buccilli, S.I. Cooper, C. Henderson, P. Rumerio,C. West
TheUniversityofAlabama,Tuscaloosa,USA
D. Arcaro, A. Avetisyan, T. Bose, D. Gastler, D. Rankin, C. Richardson,J. Rohlf, L. Sulak, D. Zou
BostonUniversity,Boston,USA
G. Benelli, D. Cutts, A. Garabedian, M. Hadley,J. Hakala, U. Heintz, J.M. Hogan, K.H.M. Kwok,E. Laird,
G. Landsberg, J. Lee,Z. Mao, M. Narain, J. Pazzini, S. Piperov,S. Sagir, R. Syarif, D. Yu
BrownUniversity,Providence,USA
R. Band,C. Brainerd, R. Breedon, D. Burns,M. Calderon De La Barca Sanchez, M. Chertok, J. Conway,
R. Conway, P.T. Cox, R. Erbacher,C. Flores, G. Funk, W. Ko, R. Lander, C. Mclean, M. Mulhearn, D. Pellett,
J. Pilot, S. Shalhout, M. Shi,J. Smith, D. Stolp, K. Tos, M. Tripathi,Z. Wang
UniversityofCalifornia,Davis,Davis,USA
M. Bachtis,C. Bravo, R. Cousins,A. Dasgupta, A. Florent,J. Hauser, M. Ignatenko, N. Mccoll, S. Regnard,
D. Saltzberg, C. Schnaible, V. Valuev
UniversityofCalifornia,LosAngeles,USA
E. Bouvier, K. Burt, R. Clare, J. Ellison,J.W. Gary, S.M.A. Ghiasi Shirazi,G. Hanson, J. Heilman,
G. Karapostoli,E. Kennedy, F. Lacroix, O.R. Long, M. Olmedo Negrete, M.I. Paneva,W. Si, L. Wang, H. Wei,
S. Wimpenny,B.R. Yates
UniversityofCalifornia,Riverside,Riverside,USA
J.G. Branson, S. Cittolin, M. Derdzinski, R. Gerosa, D. Gilbert, B. Hashemi, A. Holzner, D. Klein,G. Kole,
V. Krutelyov, J. Letts, M. Masciovecchio, D. Olivito,S. Padhi, M. Pieri, M. Sani, V. Sharma, M. Tadel,
A. Vartak, S. Wasserbaech64,J. Wood, F. Würthwein,A. Yagil, G. Zevi Della Porta
UniversityofCalifornia,SanDiego,LaJolla,USA
N. Amin, R. Bhandari, J. Bradmiller-Feld, C. Campagnari, A. Dishaw,V. Dutta, M. Franco Sevilla,
L. Gouskos,R. Heller, J. Incandela, A. Ovcharova, H. Qu,J. Richman, D. Stuart, I. Suarez,J. Yoo
UniversityofCalifornia,SantaBarbara–DepartmentofPhysics,SantaBarbara,USA
D. Anderson,A. Bornheim, J.M. Lawhorn,H.B. Newman, T. Nguyen, C. Pena,M. Spiropulu, J.R. Vlimant,
S. Xie, Z. Zhang, R.Y. Zhu
CaliforniaInstituteofTechnology,Pasadena,USA
M.B. Andrews,T. Ferguson, T. Mudholkar, M. Paulini, J. Russ, M. Sun, H. Vogel, I. Vorobiev,M. Weinberg
CarnegieMellonUniversity,Pittsburgh,USA
J.P. Cumalat, W.T. Ford,F. Jensen, A. Johnson, M. Krohn,S. Leontsinis, T. Mulholland, K. Stenson,
S.R. Wagner
UniversityofColoradoBoulder,Boulder,USA
J. Alexander, J. Chaves,J. Chu, S. Dittmer, K. Mcdermott, N. Mirman, J.R. Patterson,D. Quach,
A. Rinkevicius, A. Ryd,L. Skinnari, L. Soffi, S.M. Tan,Z. Tao, J. Thom, J. Tucker, P. Wittich, M. Zientek
CornellUniversity,Ithaca,USA
S. Abdullin,M. Albrow, M. Alyari, G. Apollinari,A. Apresyan,A. Apyan, S. Banerjee, L.A.T. Bauerdick,
A. Beretvas,J. Berryhill, P.C. Bhat, G. Bolla†,K. Burkett, J.N. Butler,A. Canepa, G.B. Cerati, H.W.K. Cheung,