REPOSITÓRIO DA PRODUÇÃO CIENTIFICA E INTELECTUAL DA UNICAMP
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https://www.sciencedirect.com/science/article/pii/S0370269315006620
DOI: 10.1016/j.physletb.2015.08.061
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DIRETORIA DE TRATAMENTO DA INFORMAÇÃO Cidade Universitária Zeferino Vaz Barão Geraldo
CEP 13083-970 – Campinas SP Fone: (19) 3521-6493 http://www.repositorio.unicamp.br
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Physics
Letters
B
www.elsevier.com/locate/physletb
Angular
coefficients
of
Z
bosons
produced
in
pp
collisions
at
√
s
=
8 TeV and
decaying
to
μ
+
μ
−
as
a
function
of
transverse
momentum
and
rapidity
.CMSCollaboration
CERN,Switzerland
a r t i c l e i n f o a b s t ra c t
Articlehistory: Received14April2015
Receivedinrevisedform8July2015 Accepted27August2015
Availableonline1September2015 Editor: M.Doser
Keywords: CMS Physics
Zbosonproduction
Measurements ofthefivemostsignificantangularcoefficients, A0 through A4,forZbosonsproduced
in ppcollisions at√s=8 TeV anddecaying toμ+μ− are presented asa functionofthe transverse momentumandrapidityoftheZboson.TheintegratedluminosityofthedatasetcollectedwiththeCMS detectorattheLHCcorrespondsto19.7fb−1.Thesemeasurementsprovidecomprehensiveinformation about theZbosonproductionmechanisms,andarecomparedtotheQCDpredictionsatleadingorder, next-to-leadingorder,andnext-to-next-to-leadingorderinperturbationtheory.
©2015CERNforthebenefitoftheCMSCollaboration.PublishedbyElsevierB.V.Thisisanopenaccess articleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
Wereport thefirstmeasurementoftheangularcoefficientsof Z bosons produced in pp collisions anddecaying to muon pairs. These coefficients govern the decay of the Z boson and thereby thekinematics ofthe lepton.Theirvaluesfollow fromthevector andaxialvector (V–A)structure ofboson–fermioncouplings.The generalstructure of the lepton angular distribution inthe boson restframeisgivenby
d2σ d cosθ∗dφ∗∝ (1+cos2θ∗)+A0 1 2(1−3 cos 2θ∗) +A1sin(2θ∗)cosφ∗+A2 1 2sin 2θ∗cos(2φ∗) +A3sinθ∗cosφ∗+A4cosθ∗+A5sin2θ∗sin(2φ∗)
+A6sin(2θ∗)sinφ∗+A7sinθ∗sinφ∗]. (1)
Here,θ∗ andφ∗ arethe polarandazimuthalangles ofthe nega-tively chargedlepton intherest frameof thelepton pair.In this analysiswechoosetheCollins–Soper(CS)frame[1]tomeasurethe angular coefficients Ai, considering the momentum of the beam proton closest in rapidity to the Zboson as the “target momen-tum” in [1]. The parameters A0, A1, and A2 are relatedto the polarizationoftheZboson,whilst A3and A4arealsosensitiveto theV–Astructureofthecouplingsofthemuons.Allangular
coeffi- E-mailaddress:cms-publication-committee-chair@cern.ch.
cientsvanishastheZbosontransversemomentumqT approaches zeroexceptforA4,whichistheelectroweakparityviolationterm. The only previous measurement of fourof theangular coeffi-cientswas performedby theCDFCollaborationinpp interactions forqTupto55GeV[2].Theangularcoefficientsinppcollisionsare expectedto differfromthosein pp collisionsforseveralreasons. For pp collisions, the Z boson production occurs predominantly via theqq annihilation process, whilstthe contributionoftheqg Compton process islarger inpp collisions thanpp collisions. Us-ing the powheg estimation[3–6] thefractionofqg process inpp collisions atthe LHC is47%; it is 35% nearqT=0 and increases to ∼80% at qT>100 GeV. For the qq process in the CS frame,
A0=A2=q2T/(M2Z+q2T)[7–10],whereMZistheZbosonmass.For the qgCompton process, A0=A2≈5q2T/(M2Z+5q2T)[11].The re-lation A0=A2 isknownastheLam–Tung relation[12],reflecting thefulltransversepolarizationofvectorbosoncouplingtoquarks, as well as rotational invariance [13]. Processes containing non-planar configurations (e.g., from higher order multi-gluon emis-sion)smearthetransversepolarization,leadingtoA2<A0 [14].In contrasttowhathappensattheTevatron,theaveragehandedness ofZbosonsisnonzeroattheLHC,asfortheWboson[15–17].
The angularcoefficientsofZ bosons producedin ppcollisions at √s=8 TeV and decaying to μ+μ− are measured as a func-tion ofqT andrapidity y.The data,takenwiththeCMSdetector attheLHC,corresponds toan integratedluminosityof 19.7fb−1. The large Z boson event sample collected by the CMS experi-ment allows precision measurements of the angular distribution http://dx.doi.org/10.1016/j.physletb.2015.08.061
0370-2693/©2015CERNforthebenefitoftheCMSCollaboration.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
functionofqT and|y|,are comparedwiththreeperturbativeQCD predictionsby fewz atnext-to-next-to-leadingorder(NNLO)[18], powheg atnext-to-leading order (NLO) [3–6], and MadGraph at leadingorder(LO)[19].
The central feature of the CMS apparatus is a superconduct-ingsolenoidof6m internaldiameter,providingamagneticfield of3.8 T.Withinthesolenoidvolumeare asilicon pixelandstrip tracker, a lead tungstate crystal electromagnetic calorimeter,and abrassandplasticscintillator hadroncalorimeter,each composed ofa barrelandtwoendcapsections.Muonsaremeasuredin gas-ionization detectors embedded in the steelflux-return yoke out-sidethesolenoid. Extensiveforwardcalorimetrycomplementsthe coverageprovidedby thebarrelandendcapdetectors.Muonsare measured in the pseudorapidity range |η|<2.4, with detection planes made using three technologies: drift tubes, cathode strip chambers,andresistiveplatechambers. A moredetailed descrip-tionoftheCMSdetector,togetherwithadefinitionofthe coordi-natesystemandtherelevantkinematicvariables,canbefoundin Ref.[20].
Matchingmuonsto tracks measured inthe silicon tracker re-sultsinarelativepTresolutionformuonswith20<pT<100 GeV of 1.3–2.0% in the barrel and better than 6% in the endcaps. A particle-flow (PF) event reconstruction algorithm [21,22] is used inthisanalysis. It consistsofreconstructing andidentifying each single particle with an optimized combination of all subdetector information.Atrigger forsingle isolated muon is used,requiring
pT>24 GeV and|η|<2.1.Theleadingin pT reconstructedmuon ismatchedtothemuonselectedbythetrigger.
Thesignalprocessissimulatedusingthe MadGraph 1.3.30 gen-erator[19]withzerotofouradditionaljets,interfacedwith pythia v6.4.24[23]withtheZ2*tune[24].Thematchingbetweenthe ma-trixelementcalculationandthepartonshowerisperformedwith thekT-MLMalgorithm[25].TheCTEQ6L1[26]partondistribution functions(PDF)areusedfortheeventgeneration.Multiple-parton interactionsaresimulatedby pythia.The powheg generator[3–6] interfacedwith pythia (sameversionusedfor MadGraph)andthe CT10PDF set[27] areusedasan alternatetotest anymodel de-pendenceintheshapesoftheangulardistributions.
Background simulations are performed with MadGraph (W+ jets,tt, τ τ), powheg (singletopquark [28,29]),and pythia (WW, WZ, ZZ). The normalizations of the inclusive Drell–Yan, W bo-son [18], andtt [30] distributions are setusing NNLO cross sec-tions.Forsingletopquarkproductionahigherorder(approximate NNLO [31]) inclusive cross section is used.The generatedevents arepassedthroughadetectorsimulationbasedon Geant4 [32].
Each muon candidate is required to be reconstructed in the muon detectorsandin theinner tracker, andthe globaltrackfit isrequiredtohaveareduced χ2<10.Thevertexwiththehighest sumof p2T forassociatedtracks isdefinedasthe primary vertex. Thedistanceofthemuoncandidatetrajectorieswithrespecttothe primaryvertexmustbesmallerthan2mm inthetransverseplane and5mm alongthebeamaxis.Theleading(subleading)muonis required to have pT>25(10) GeV and |η|<2.1 (2.4). In order tosuppressbackgroundevents,themuonsarerequiredtobe iso-latedfromnearbyparticles.The relative isolation iscalculated as theratioofthescalarsumofpTofallPFcandidatesfromthesame primaryvertex,withinaconeof R=( η)2+ ( φ)2<0.4,and thepTofthemuon.Fortheleading(subleading)muoninpT,the relativeisolation mustbelessthan 0.12(0.5). Oppositelycharged muonpairs withan invariant massinthe range81–101 GeV are selected.Intherarecasethat morethantwo muonsareselected, themuon pairwithinvariantmassclosesttotheZbosonmassis chosen. Themuon pair mustsatisfy |y|<2.1 since athigher |y|
theacceptancevariesrapidly.Aftertheeventselection,4.3×106
eventsfor1.0<|y|<2.1.
A“tag-and-probe”method[33]isusedtomeasurethe efficien-cies for track reconstruction, trigger, muon isolation, and muon identificationindataandsimulation.Efficiencycorrectionsare ap-plied asmultiplicative scalefactors to thesimulation values.The efficiencyfor trackreconstruction ismeasured in binsof η since the pT dependence is weak. The trigger efficiency isdetermined inbinsofpT and η,separatelyfor μ+ and μ−.Theidentification efficiencyis measured in bins of pT and η.Since the subleading muon canpointinthe directionofthehadronicactivity,a looser isolation requirement is usedand its efficiencyis measured asa function of qT, cosθ∗, and φ∗. The efficiency ofthe isolation re-quirementforthe leading muonis measured asafunction of pT and η of the muon, as detector effects relate to these variables moredirectlythantotheZbosonqTand y.
Aftereventselection,thebackgroundcontributionrangesfrom
∼0.1% at low qT to ∼1.5% at high qT. The yields of the back-grounds from tt, τ τ, WW, tW, and W+jets production are es-timated fromdata usinglepton flavor universality. Mostof these backgrounds typicallyhave two promptleptons, which mayhave thesameflavor.TheW+jets backgroundisflavorasymmetric,but itscontributionissmall.Weassumethattheratioofthenumber ofoppositelychargedbackground μμandeμeventsisthesame indataandsimulation.We usetheratioofthe eμyields indata andsimulation after applyingmuon and electron selection crite-ria[33,34]tonormalizethesimulationtodata.
The acceptance and the efficiency at the event level vary in cosθ∗andφ∗,andstronglywithqTandy.Inordertoavoidabias in the acceptance dueto the modeling ofthe Z boson kinemat-ics,thesimulationisreweightedinfinebinsofqT andy tomatch the background-subtracteddata distribution.The weights are de-terminedatthereconstruction levelandappliedatthe generator level.Theweighting isiteratedfourtimes,withnegligiblechange betweenthesecondandfourthiteration.
The angularcoefficients aremeasured in eight binsof qT and two bins of |y|, by fitting the two-dimensional (cosθ∗, φ∗) dis-tribution in data with a linear combination of templates. These templates are built for each coefficient Ai by reweighting the simulation at generator level to the corresponding angular dis-tribution, as given in Eq. (1). The templates are based on re-constructed muons, and thereby incorporate the effects of reso-lution,efficiency andacceptance.A template isalso builtforthe term(1+cos2θ∗) ofEq.(1).An additional template,withshape andnormalizationfixed,isdeveloped forfittingthe backgrounds. A binnedmaximum-likelihoodmethodwithPoissonuncertainties isemployedforthefit.TheangularcoefficientsA5,A6,andA7are predictedtobeverysmall;theyaresettozeroandexcludedfrom thefit.Since A0 through A4 aresigninvariantinφ∗,theabsolute value |φ∗|is used.Thefit ismadein12×12 equidistantbins in cosθ∗ and |φ∗|.The statisticaluncertaintiesfromthe fitare con-firmedbycomparisonwithpseudo-experiments.
Totest therobustness oftheresultwithrespectto the analy-sismethodandtriggereffect,theangularcoefficients A0, A2, A3, and A4 are alsomeasured by an independent analysis similarto that reported in Ref. [2], where one-dimensional (1D) templates produced using powheg are fitted to the distributions in cosθ∗
and|φ∗|. The 1D fitanalysisis performediteratively,soas tobe unbiased withrespect to the assumedtemplates and topossible correlations between cosθ∗ and |φ∗|. The analysis differs in the triggers, estimationofbackgrounds,simulation, andselection cri-teria. The 1D fit analysis uses a sample that requires a dimuon trigger with asymmetric muon pT thresholds of 17 and 8 GeV. Bothresultsareconsistentwithintheirtotalsystematic uncertain-ties,excludinguncertaintiescommontobothanalyses.
Fig. 1. A fewexamplesoftheobserved1Dangulardistributionsincosθ∗ (left)and|φ∗|(right)comparedtotheMCsimulationusingthebestfitvaluesoftheangular coefficients.Thetop(bottom)plotsshowthedistributionsfor10<qT<20 GeV (120<qT<200 GeV),aregionwhereA0andA2aresmall(large).Thebackground-subtracted
datapointsareshownwithfilled(open)circlesfor|y|<1 (1<|y|<2.1),whilstthecorrespondingMCresultsareshownwiththesolid(dashed)lines.Verticalbarsrepresent thestatisticaluncertainties.Thelowerpanelsshowthedata-to-MCratios.
Some examples of themeasured cosθ∗ and|φ∗| distributions fromthe1D analysis aregiven inFig. 1. The measuredand sim-ulated distributions are shown together using the best fit values of the angular coefficients. The shape of the cosθ∗ distribution changeswithqT and|y|becausetheacceptanceandefficiencyin cosθ∗ dependstronglyonthesetwovariables.For|φ∗|,theshape ofthedistributionchanges moderatelywithqT,andisalmost in-sensitiveto |y|.The comparisonofdataandsimulationshownin Fig. 1 givesconfidencethat the acceptanceandefficiency depen-dencesarecorrectlymodeledinthesimulation.
Several sources of systematic uncertainties are takeninto ac-count. The most significant source is the muon efficiency that includes the trigger, track reconstruction, isolation, and identi-fication. The statistical uncertainties of the measured efficiency scale factors are taken into account by simulating 500 pseudo-experimentsinwhichthetemplatesarereformed,eachtime vary-ing the scale factors randomly within thegiven uncertainty. The systematic uncertainties in the extraction of the efficiency (e.g., backgroundestimates)arealsoincluded.Anothersignificant uncer-taintystemsfromthestatisticalprecision ofthetemplates,which isestimatedusing pseudo-experiments.The pileupuncertaintyis estimatedbyvaryingthecrosssectionoftheminimumbiasevents by±5%.Themuonmomentumbiasismeasuredindataand sim-ulation,andcorrespondingcorrectionsareapplied[35].The statis-ticaluncertainties inthemuon momentum correctionfactors are propagatedtoasystematicuncertaintyusingpseudo-experiments. In addition,a systematic uncertainty isassessed totake into ac-countpossibleglobaloffsetsfromthepeakpositionoftheZboson mass. The systematic uncertainties for the background are esti-matedbyvaryingthenormalizationscalefactoroftheeμsample by 10% and the yields of WZ and ZZ events by 50%. The
sta-tistical precision ofthe iterativereweighting is determined using pseudo-experiments. The difference between the last two itera-tions is assigned as additional systematicuncertainty. The effect of final-state radiation is taken into account by adding the en-ergy of photons within a cone of radius 0.1 around the muon direction[36].Weightsareappliedtothesimulationtoreflectthe differencebetweenasoft-collinearapproachandtheexactO(αQED) resultandthereconstructedtemplateisrebuiltusingtheweighted simulation. Thedifference betweentemplates isused toestimate the systematic uncertainty from final-state radiation. Finally, the acceptanceuncertainty,relatedtothevaluesof Aiassumedinthe simulation, is estimatedby reweighting withthe fittedvalues of
Ai, and the difference in results is included asa systematic un-certainty. Generally, the statistical uncertainties dominate in the highest bins in qT,whilst the systematic uncertaintyin the effi-ciencytendstobethemostimportantelsewhere.
The resultsofthe qT and|y|dependent measurements ofthe angular coefficients A0 to A4 as well as the difference A0−A2 arepresentedalongwith MadGraph, powheg,and fewz (atNNLO) calculationsinFigs. 2 and 3.Thevarious systematicuncertainties of the fiveangular coefficients A0 to A4 are presented in Fig. 4. Thevaluesanduncertaintiesofthecoefficientsareprovidedin Ta-bles 1 and2.ThePDFsetsusedinthecalculationsareCTEQ6Lfor MadGraph andCT10 for powheg (at NLO)and fewz (at NNLO). The MadGraph predictions for A4 are systematically higher than those of powheg and fewz because MadGraph usesaweak mix-inganglecalculatedwithoutconsideringradiativecorrections. The measured A0 and A2 coefficientsagreebetterwiththeprediction of MadGraph than with those of powheg and fewz, especially at highqT. At qT=0,the powheg prediction for A0 is negative, which is unphysical and has been traced to approximations in
Fig. 2. Comparison ofthefiveangularcoefficientsAiandA0−A2measuredintheCollins–SoperframeinbinsofqTfor|y|<1.Thecirclesshowthemeasuredresults.The
verticalbarsrepresentthestatisticaluncertaintiesandtheboxesthesystematicuncertaintiesofthemeasurement.Thetrianglesshowthepredictionsfrom MadGraph,the diamondsfrom powheg,andthecrossesfrom fewz atNNLO.Theboxesatthe fewz valuesindicatethePDFuncertainties.
Fig. 3. Comparison of the five angular coefficients and A0−A2under the same conditions asFig. 2, for the rapidity bin 1<|y| <2.1.
theshowermatchingalgorithm.The fewz predictionisshownfor
qT>20 GeV,where the calculations are considered reliable. We findthat A0(qT)and A2(qT)arelargerinppcollisions thanthose measured in pp collisions at the Tevatron. The larger contribu-tionfromtheqgprocessinppcollisionsattheLHCisresponsible forthisdifference. WeobservetheviolationoftheLam–Tung re-lation( A0=A2) anticipated by QCD calculationsbeyond leading order[37].We findthat A0>A2, especiallyforhighqT.In addi-tion,wemeasurenonzerovaluesof A1and A3.Thecomparisonof theresultsfor|y|<1 and1<|y|<2.1 isshowninFig. 5.
Insummary,we presented thefive majorangular coefficients,
A0 through A4, for the production of the Z boson decaying to muon pairs as a function of qT and |y| in pp collisions. These
results play an important role in future high-precision measure-ments,suchasthemeasurementofthemassoftheWbosonand oftheelectroweakmixingangle.Sometheoreticalpredictions de-viate from the measurements in qT. Further refinements of the theoryareneededtoachieveabetteragreementwiththe experi-mentalresults.
Acknowledgements
WecongratulateourcolleaguesintheCERNaccelerator depart-ments for the excellent performance of the LHC and thank the technicalandadministrative staffsatCERN andatother CMS in-stitutes for their contributions to the success of the CMS effort.
Fig. 5. Comparison ofthefiveangularcoefficientsAiandA0−A2measuredintheCollins–SoperframeinbinsofqTbetween|y|<1 (circles)and1<|y|<2.1 (triangles).
Theverticalbarsrepresentthestatisticaluncertaintiesandtheboxesthesystematicuncertaintiesofthemeasurement.
Table 1
ThefiveangularcoefficientsA0toA4andA0−A2inbinsofqTfor|y|<1.
qT[GeV] A0 ±δstat ±δsyst A1 ±δstat ±δsyst A2 ±δstat ±δsyst
0–10 0.018 ±0.003 ±0.009 −0.008 ±0.002 ±0.005 0.007 ±0.004 ±0.003 10–20 0.068 ±0.004 ±0.010 −0.006 ±0.003 ±0.005 0.037 ±0.004 ±0.005 20–35 0.179 ±0.004 ±0.013 0.014 ±0.003 ±0.008 0.136 ±0.006 ±0.014 35–55 0.357 ±0.006 ±0.013 0.033 ±0.005 ±0.014 0.278 ±0.008 ±0.022 55–80 0.563 ±0.007 ±0.010 0.031 ±0.007 ±0.017 0.447 ±0.012 ±0.022 80–120 0.716 ±0.010 ±0.009 0.029 ±0.010 ±0.017 0.583 ±0.017 ±0.037 120–200 0.834 ±0.015 ±0.014 0.002 ±0.015 ±0.013 0.741 ±0.029 ±0.043 >200 0.928 ±0.035 ±0.015 −0.020 ±0.032 ±0.012 0.689 ±0.068 ±0.035
qT[GeV] A3 ±δstat ±δsyst A4 ±δstat ±δsyst A0−A2 ±δstat ±δsyst
0–10 0.007 ±0.002 ±0.004 0.020 ±0.002 ±0.002 0.011 ±0.005 ±0.009 10–20 0.003 ±0.002 ±0.003 0.013 ±0.003 ±0.002 0.032 ±0.006 ±0.011 20–35 0.006 ±0.003 ±0.003 0.015 ±0.003 ±0.003 0.043 ±0.007 ±0.016 35–55 0.005 ±0.004 ±0.005 0.021 ±0.004 ±0.004 0.079 ±0.010 ±0.018 55–80 0.009 ±0.006 ±0.006 0.002 ±0.006 ±0.004 0.116 ±0.014 ±0.022 80–120 0.033 ±0.008 ±0.010 0.019 ±0.008 ±0.005 0.133 ±0.019 ±0.032 120–200 0.008 ±0.014 ±0.010 0.010 ±0.012 ±0.007 0.093 ±0.031 ±0.031 >200 0.101 ±0.031 ±0.016 0.029 ±0.026 ±0.010 0.239 ±0.072 ±0.028 Table 2
ThefiveangularcoefficientsA0toA4andA0−A2inbinsofqTfor1<|y|<2.1.
qT[GeV] A0 ±δstat ±δsyst A1 ±δstat ±δsyst A2 ±δstat ±δsyst
0–10 0.032 ±0.005 ±0.010 0.002 ±0.003 ±0.007 0.019 ±0.005 ±0.006 10–20 0.077 ±0.006 ±0.009 0.018 ±0.004 ±0.006 0.038 ±0.005 ±0.007 20–35 0.179 ±0.008 ±0.013 0.038 ±0.005 ±0.008 0.129 ±0.006 ±0.016 35–55 0.385 ±0.011 ±0.017 0.063 ±0.007 ±0.011 0.260 ±0.009 ±0.024 55–80 0.554 ±0.013 ±0.015 0.066 ±0.011 ±0.016 0.448 ±0.014 ±0.021 80–120 0.737 ±0.015 ±0.014 0.059 ±0.015 ±0.019 0.587 ±0.021 ±0.031 120–200 0.860 ±0.020 ±0.012 0.064 ±0.021 ±0.018 0.758 ±0.035 ±0.035 >200 0.876 ±0.045 ±0.020 0.040 ±0.044 ±0.020 0.864 ±0.087 ±0.041
qT[GeV] A3 ±δstat ±δsyst A4 ±δstat ±δsyst A0−A2 ±δstat ±δsyst
0–10 0.009 ±0.002 ±0.005 0.076 ±0.003 ±0.004 0.013 ±0.007 ±0.011 10–20 0.003 ±0.002 ±0.004 0.072 ±0.004 ±0.005 0.039 ±0.008 ±0.011 20–35 0.012 ±0.003 ±0.006 0.044 ±0.005 ±0.007 0.051 ±0.010 ±0.017 35–55 0.012 ±0.005 ±0.008 0.052 ±0.007 ±0.009 0.124 ±0.014 ±0.021 55–80 0.036 ±0.007 ±0.018 0.052 ±0.009 ±0.008 0.106 ±0.019 ±0.019 80–120 0.074 ±0.010 ±0.028 0.074 ±0.011 ±0.014 0.150 ±0.025 ±0.028 120–200 0.121 ±0.017 ±0.029 0.056 ±0.016 ±0.017 0.102 ±0.039 ±0.031 >200 0.181 ±0.041 ±0.027 0.005 ±0.034 ±0.017 0.012 ±0.090 ±0.039
Inaddition,wegratefullyacknowledgethecomputingcentersand 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,andNSFC(China);COLCIENCIAS (Colombia);MSESandCSF(Croatia);RPF(Cyprus);MoER,ERCIUT andERDF(Estonia);Academy ofFinland,MEC,andHIP(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 of Korea); LAS (Lithuania); MOE and UM(Malaysia); CINVESTAV, CONACYT,SEP,andUASLP-FAI(Mexico);MBIE(NewZealand);PAEC (Pakistan);MSHEandNSC(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(United Kingdom);DOE andNSF(USA).
Individuals have received support from the Marie-Curie pro-gramandtheEuropeanResearchCouncilandEPLANET(European Union); the Leventis Foundation; the A.P. Sloan Foundation; the Alexandervon HumboldtFoundation;the BelgianFederal Science Policy Office; the Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture (FRIA-Belgium); the Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium); theMinistry ofEducation,Youth andSports (MEYS)of theCzech Republic; theCouncil ofScientific and Industrial Research,India; theHOMING PLUS programof theFoundation forPolishScience, cofinancedfromEuropeanUnion,RegionalDevelopmentFund;the CompagniadiSanPaolo(Torino); theConsorzioper laFisica (Tri-este); MIUR project 20108T4XTM (Italy); the Thalis and Aristeia programs cofinanced by EU-ESF and the Greek NSRF; and the National Priorities Research Program by Qatar National Research Fund.
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CMSCollaboration
V. Khachatryan,A.M. Sirunyan, A. Tumasyan
YerevanPhysicsInstitute,Yerevan,Armenia
W. Adam, T. Bergauer, M. Dragicevic,J. Erö,M. Friedl, R. Frühwirth1,V.M. Ghete, C. Hartl, N. Hörmann,
J. Hrubec, M. Jeitler1,W. Kiesenhofer, V. Knünz,M. Krammer1, I. Krätschmer,D. Liko, I. Mikulec,
D. Rabady2,B. Rahbaran, H. Rohringer, J. Schieck,R. Schöfbeck, J. Strauss, W. Treberer-Treberspurg,
W. Waltenberger, C.-E. Wulz1
InstitutfürHochenergiephysikderOeAW,Wien,Austria
V. Mossolov,N. Shumeiko,J. Suarez Gonzalez
NationalCentreforParticleandHighEnergyPhysics,Minsk,Belarus
S. Alderweireldt, S. Bansal,T. Cornelis,E.A. De Wolf, X. Janssen,A. Knutsson, J. Lauwers, S. Luyckx,
S. Ochesanu,R. Rougny, M. Van De Klundert, H. Van Haevermaet,P. Van Mechelen,N. Van Remortel,
A. Van Spilbeeck
UniversiteitAntwerpen,Antwerpen,Belgium
F. Blekman,S. Blyweert, J. D’Hondt,N. Daci, N. Heracleous, J. Keaveney,S. Lowette, M. Maes,A. Olbrechts,
Q. Python, D. Strom, S. Tavernier,W. Van Doninck, P. Van Mulders, G.P. Van Onsem,I. Villella
VrijeUniversiteitBrussel,Brussel,Belgium
C. Caillol, B. Clerbaux, G. De Lentdecker, D. Dobur, G. Fasanella,L. Favart, A.P.R. Gay, A. Grebenyuk,
A. Léonard,A. Mohammadi, L. Perniè2, A. Randle-conde,T. Reis, T. Seva,L. Thomas, C. Vander Velde,
P. Vanlaer,J. Wang, F. Zenoni
UniversitéLibredeBruxelles,Bruxelles,Belgium
V. Adler,K. Beernaert, L. Benucci, A. Cimmino,S. Costantini, S. Crucy, A. Fagot,G. Garcia,J. Mccartin,
A.A. Ocampo Rios,D. Poyraz, D. Ryckbosch, S. Salva Diblen,M. Sigamani, N. Strobbe, F. Thyssen,
M. Tytgat,E. Yazgan, N. Zaganidis
GhentUniversity,Ghent,Belgium
S. Basegmez, C. Beluffi3, G. Bruno,R. Castello, A. Caudron, L. Ceard, G.G. Da Silveira,C. Delaere,
T. du Pree,D. Favart,L. Forthomme, A. Giammanco4,J. Hollar, A. Jafari,P. Jez, M. Komm, V. Lemaitre,
C. Nuttens, D. Pagano,L. Perrini, A. Pin, K. Piotrzkowski,A. Popov5,L. Quertenmont, M. Selvaggi,
M. Vidal Marono
UniversitéCatholiquedeLouvain,Louvain-la-Neuve,Belgium
N. Beliy,T. Caebergs, E. Daubie, G.H. Hammad
UniversitédeMons,Mons,Belgium
W.L. Aldá Júnior, G.A. Alves,L. Brito,M. Correa Martins Junior, T. Dos Reis Martins, J. Molina,
C. Mora Herrera,M.E. Pol, P. Rebello Teles
E. Belchior Batista Das Chagas, W. Carvalho,J. Chinellato6,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, L. Mundim,H. Nogima, W.L. Prado Da Silva, J. Santaolalla,A. Santoro, A. Sznajder,
E.J. Tonelli Manganote6,A. Vilela Pereira
UniversidadedoEstadodoRiodeJaneiro,RiodeJaneiro,Brazil
C.A. Bernardesb, S. Dograa,T.R. Fernandez Perez Tomeia,E.M. Gregoresb, P.G. Mercadanteb,
S.F. Novaesa, Sandra S. Padulaa
aUniversidadeEstadualPaulista,SãoPaulo,Brazil bUniversidadeFederaldoABC,SãoPaulo,Brazil
A. Aleksandrov, V. Genchev2,R. Hadjiiska, P. Iaydjiev,A. Marinov, S. Piperov, M. Rodozov,S. Stoykova,
G. Sultanov,M. Vutova
InstituteforNuclearResearchandNuclearEnergy,Sofia,Bulgaria
A. Dimitrov, I. Glushkov,L. Litov, B. Pavlov,P. Petkov
UniversityofSofia,Sofia,Bulgaria
J.G. Bian, G.M. Chen,H.S. Chen, M. Chen, T. Cheng, R. Du,C.H. Jiang, R. Plestina7,F. Romeo,J. Tao,
Z. Wang
InstituteofHighEnergyPhysics,Beijing,China
C. Asawatangtrakuldee, Y. Ban, S. Liu,Y. Mao, S.J. Qian, D. Wang,Z. Xu, F. Zhang8,L. Zhang, W. Zou
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, D. Polic, I. Puljak
UniversityofSplit,FacultyofElectricalEngineering,MechanicalEngineeringandNavalArchitecture,Split,Croatia
Z. Antunovic, M. Kovac
UniversityofSplit,FacultyofScience,Split,Croatia
V. Brigljevic,K. Kadija, J. Luetic, D. Mekterovic, 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, M. Finger Jr.9
CharlesUniversity,Prague,CzechRepublic
Y. Assran10, A. Ellithi Kamel11,M.A. Mahmoud12,A. Radi13,14
AcademyofScientificResearchandTechnologyoftheArabRepublicofEgypt,EgyptianNetworkofHighEnergyPhysics,Cairo,Egypt
M. Kadastik, M. Murumaa, M. Raidal, A. Tiko
NationalInstituteofChemicalPhysicsandBiophysics,Tallinn,Estonia
P. Eerola, M. Voutilainen
T. Mäenpää,T. Peltola, E. Tuominen, J. Tuominiemi, E. Tuovinen,L. Wendland
HelsinkiInstituteofPhysics,Helsinki,Finland
J. Talvitie,T. Tuuva
LappeenrantaUniversityofTechnology,Lappeenranta,Finland
M. Besancon,F. Couderc, M. Dejardin, D. Denegri,B. Fabbro, J.L. Faure, C. Favaro, F. Ferri, S. Ganjour,
A. Givernaud, P. Gras, G. Hamel de Monchenault,P. Jarry, E. Locci, J. Malcles,J. Rander, A. Rosowsky,
M. Titov, A. Zghiche
DSM/IRFU,CEA/Saclay,Gif-sur-Yvette,France
S. Baffioni,F. Beaudette, P. Busson, E. Chapon,C. Charlot, T. Dahms, O. Davignon,L. Dobrzynski,
N. Filipovic,A. Florent, R. Granier de Cassagnac, L. Mastrolorenzo, P. Miné, I.N. Naranjo,M. Nguyen,
C. Ochando, G. Ortona,P. Paganini, S. Regnard, R. Salerno,J.B. Sauvan, Y. Sirois,C. Veelken, Y. Yilmaz,
A. Zabi
LaboratoireLeprince-Ringuet,EcolePolytechnique,IN2P3–CNRS,Palaiseau,France
J.-L. Agram15,J. Andrea, A. Aubin,D. Bloch, J.-M. Brom,E.C. Chabert, N. Chanon, C. Collard, E. Conte15,
J.-C. Fontaine15,D. Gelé, U. Goerlach,C. Goetzmann, A.-C. Le Bihan, K. Skovpen, P. Van Hove
InstitutPluridisciplinaireHubertCurien,UniversitédeStrasbourg,UniversitédeHauteAlsaceMulhouse,CNRS/IN2P3,Strasbourg,France
S. Gadrat
CentredeCalculdel’InstitutNationaldePhysiqueNucleaireetdePhysiquedesParticules,CNRS/IN2P3,Villeurbanne,France
S. Beauceron,N. Beaupere, C. Bernet7, G. Boudoul2,E. Bouvier, S. Brochet, C.A. Carrillo Montoya,
J. Chasserat, R. Chierici,D. Contardo2,B. Courbon, P. Depasse, H. El Mamouni, J. Fan, J. Fay, S. Gascon,
M. Gouzevitch,B. Ille, T. Kurca, M. Lethuillier,L. Mirabito, A.L. Pequegnot, S. Perries, J.D. Ruiz Alvarez,
D. Sabes,L. Sgandurra, V. Sordini,M. Vander Donckt, P. Verdier, S. Viret, H. Xiao
UniversitédeLyon,UniversitéClaudeBernardLyon1,CNRS–IN2P3,InstitutdePhysiqueNucléairedeLyon,Villeurbanne,France
Z. Tsamalaidze9
InstituteofHighEnergyPhysicsandInformatization,TbilisiStateUniversity,Tbilisi,Georgia
C. Autermann,S. Beranek, M. Bontenackels, M. Edelhoff,L. Feld, A. Heister, K. Klein, M. Lipinski,
A. Ostapchuk,M. Preuten, F. Raupach, J. Sammet, S. Schael, J.F. Schulte,H. Weber, B. Wittmer,
V. Zhukov5
RWTHAachenUniversity,I.PhysikalischesInstitut,Aachen,Germany
M. Ata, M. Brodski,E. Dietz-Laursonn, D. Duchardt, M. Erdmann,R. Fischer, A. Güth, T. Hebbeker,
C. Heidemann,K. Hoepfner,D. Klingebiel, S. Knutzen,P. Kreuzer, M. Merschmeyer,A. Meyer, P. Millet,
M. Olschewski, K. Padeken,P. Papacz, H. Reithler,S.A. Schmitz,L. Sonnenschein, D. Teyssier,S. Thüer
RWTHAachenUniversity,III.PhysikalischesInstitutA,Aachen,Germany
V. Cherepanov, Y. Erdogan,G. Flügge, H. Geenen, M. Geisler, W. Haj Ahmad, F. Hoehle,B. Kargoll,
T. Kress,Y. Kuessel, A. Künsken, J. Lingemann2,A. Nowack, I.M. Nugent,C. Pistone, O. Pooth,A. Stahl
RWTHAachenUniversity,III.PhysikalischesInstitutB,Aachen,Germany
M. Aldaya Martin,I. Asin, N. Bartosik, J. Behr, U. Behrens,A.J. Bell, A. Bethani,K. Borras, A. Burgmeier,
A. Cakir,L. Calligaris, A. Campbell,S. Choudhury, F. Costanza, C. Diez Pardos,G. Dolinska,S. Dooling,
P. Gunnellini, J. Hauk, M. Hempel16, H. Jung,A. Kalogeropoulos, O. Karacheban16, M. Kasemann,
P. Katsas, J. Kieseler, C. Kleinwort,I. Korol, W. Lange, J. Leonard, K. Lipka,A. Lobanov, W. Lohmann16,
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S. Naumann-Emme,A. Nayak, E. Ntomari,H. Perrey, D. Pitzl,R. Placakyte, A. Raspereza,
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M. Schröder, C. Seitz,S. Spannagel, A.D.R. Vargas Trevino,R. Walsh, C. Wissing
DeutschesElektronen-Synchrotron,Hamburg,Germany
V. Blobel, M. Centis Vignali, A.R. Draeger,J. Erfle, E. Garutti, K. Goebel, M. Görner, J. Haller,
M. Hoffmann,R.S. Höing, A. Junkes, H. Kirschenmann,R. Klanner, R. Kogler, T. Lapsien, T. Lenz,
I. Marchesini, D. Marconi,D. Nowatschin, J. Ott, T. Peiffer, A. Perieanu, N. Pietsch,J. Poehlsen,
T. Poehlsen,D. Rathjens, C. Sander, H. Schettler,P. Schleper, E. Schlieckau,A. Schmidt, M. Seidel, V. Sola,
H. Stadie,G. Steinbrück, H. Tholen, D. Troendle,E. Usai, L. Vanelderen,A. Vanhoefer
UniversityofHamburg,Hamburg,Germany
M. Akbiyik, C. Barth,C. Baus, J. Berger,C. Böser, E. Butz, T. Chwalek, W. De Boer, A. Descroix,
A. Dierlamm, M. Feindt,F. Frensch, M. Giffels, A. Gilbert,F. Hartmann2,T. Hauth, U. Husemann,
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C. Wöhrmann, R. Wolf
InstitutfürExperimentelleKernphysik,Karlsruhe,Germany
G. Anagnostou, G. Daskalakis,T. Geralis,V.A. Giakoumopoulou, A. Kyriakis, D. Loukas, A. Markou,
C. Markou, A. Psallidas, I. Topsis-Giotis
InstituteofNuclearandParticlePhysics(INPP),NCSRDemokritos,AghiaParaskevi,Greece
A. Agapitos, S. Kesisoglou, A. Panagiotou, N. Saoulidou, E. Stiliaris,E. Tziaferi
UniversityofAthens,Athens,Greece
X. Aslanoglou,I. Evangelou, G. Flouris, C. Foudas,P. Kokkas, N. Manthos, I. Papadopoulos, E. Paradas,
J. Strologas
UniversityofIoánnina,Ioánnina,Greece
G. Bencze,C. Hajdu, P. Hidas, D. Horvath17, F. Sikler,V. Veszpremi, G. Vesztergombi18,A.J. Zsigmond
WignerResearchCentreforPhysics,Budapest,Hungary
N. Beni, S. Czellar, J. Karancsi19,J. Molnar, J. Palinkas, Z. Szillasi
InstituteofNuclearResearchATOMKI,Debrecen,Hungary
A. Makovec,P. Raics, Z.L. Trocsanyi, B. Ujvari
UniversityofDebrecen,Debrecen,Hungary
S.K. Swain
NationalInstituteofScienceEducationandResearch,Bhubaneswar,India
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PanjabUniversity,Chandigarh,India
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SahaInstituteofNuclearPhysics,Kolkata,India
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BhabhaAtomicResearchCentre,Mumbai,India
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IndianInstituteofScienceEducationandResearch(IISER),Pune,India
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M. Zeinali
InstituteforResearchinFundamentalSciences(IPM),Tehran,Iran
M. Felcini,M. Grunewald
UniversityCollegeDublin,Dublin,Ireland
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aINFNSezionediBari,Bari,Italy bUniversitàdiBari,Bari,Italy cPolitecnicodiBari,Bari,Italy
G. Abbiendia,C. Battilana, A.C. Benvenutia,D. Bonacorsia,b,S. Braibant-Giacomellia,b, L. Brigliadoria,b,
R. Campaninia,b,P. Capiluppia,b,A. Castroa,b, F.R. Cavalloa, 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,b, R. Travaglinia,b
aINFNSezionediBologna,Bologna,Italy bUniversitàdiBologna,Bologna,Italy
S. Albergoa,b, G. Cappelloa,M. Chiorbolia,b,S. Costaa,b,F. Giordanoa,2,R. Potenzaa,b,A. Tricomia,b, C. Tuvea,b
aINFNSezionediCatania,Catania,Italy bUniversitàdiCatania,Catania,Italy cCSFNSM,Catania,Italy
G. Barbaglia,V. Ciullia,b,C. Civininia, R. D’Alessandroa,b, E. Focardia,b,E. Galloa, S. Gonzia,b, V. Goria,b, P. Lenzia,b, M. Meschinia, S. Paolettia,G. Sguazzonia,A. Tropianoa,b
aINFNSezionediFirenze,Firenze,Italy bUniversitàdiFirenze,Firenze,Italy
L. Benussi,S. Bianco, F. Fabbri, D. Piccolo
F. Ferroa, M. Lo Veterea,b, E. Robuttia,S. Tosia,b
aINFNSezionediGenova,Genova,Italy bUniversitàdiGenova,Genova,Italy
M.E. Dinardoa,b,S. Fiorendia,b, S. Gennaia,2,R. Gerosaa,b,2,A. Ghezzia,b,P. Govonia,b,M.T. Lucchinia,b,2, S. Malvezzia, R.A. Manzonia,b,A. Martellia,b,B. Marzocchia,b,2,D. Menascea,L. Moronia,
M. Paganonia,b,D. Pedrinia,S. Ragazzia,b, N. Redaellia,T. Tabarelli de Fatisa,b
aINFNSezionediMilano-Bicocca,Milano,Italy bUniversitàdiMilano-Bicocca,Milano,Italy
S. Buontempoa, N. Cavalloa,c, S. Di Guidaa,d,2, F. Fabozzia,c,A.O.M. Iorioa,b,L. Listaa, S. Meolaa,d,2,
M. Merolaa, P. Paoluccia,2
aINFNSezionediNapoli,Napoli,Italy bUniversitàdiNapoli‘FedericoII’,Napoli,Italy cUniversitàdellaBasilicata,Potenza,Italy dUniversitàG.Marconi,Roma,Italy
P. Azzia,N. Bacchettaa,D. Biselloa,b,R. Carlina,b,P. Checchiaa, M. Dall’Ossoa,b, T. Dorigoa,U. Dossellia, F. Gasparinia,b, U. Gasparinia,b, A. Gozzelinoa,S. Lacapraraa,M. Margonia,b,A.T. Meneguzzoa,b,
F. Montecassianoa, M. Passaseoa,J. Pazzinia,b,N. Pozzobona,b,P. Ronchesea,b, F. Simonettoa,b, E. Torassaa,M. Tosia,b,P. Zottoa,b,A. Zucchettaa,b,G. Zumerlea,b
aINFNSezionediPadova,Padova,Italy bUniversitàdiPadova,Padova,Italy cUniversitàdiTrento,Trento,Italy
M. Gabusia,b, A. Magnania,S.P. Rattia,b, V. Rea, C. Riccardia,b, P. Salvinia,I. Vaia,P. Vituloa,b
aINFNSezionediPavia,Pavia,Italy bUniversitàdiPavia,Pavia,Italy
M. Biasinia,b, G.M. Bileia,D. Ciangottinia,b,2,L. Fanòa,b, P. Laricciaa,b,G. Mantovania,b,M. Menichellia, A. Sahaa, A. Santocchiaa,b,A. Spieziaa,b,2
aINFNSezionediPerugia,Perugia,Italy bUniversitàdiPerugia,Perugia,Italy
K. Androsova,26,P. Azzurria,G. Bagliesia,J. Bernardinia,T. Boccalia,G. Broccoloa,c,R. Castaldia, M.A. Cioccia,26, R. Dell’Orsoa,S. Donatoa,c,2, G. Fedi,F. Fioria,c,L. Foàa,c,A. Giassia, M.T. Grippoa,26, F. Ligabuea,c,T. Lomtadzea,L. Martinia,b,A. Messineoa,b,C.S. Moona,27,F. Pallaa, A. Rizzia,b,
A. Savoy-Navarroa,28, A.T. Serbana, P. Spagnoloa,P. Squillaciotia,26, R. Tenchinia,G. Tonellia,b,
A. Venturia, P.G. Verdinia
aINFNSezionediPisa,Pisa,Italy bUniversitàdiPisa,Pisa,Italy
cScuolaNormaleSuperiorediPisa,Pisa,Italy
L. Baronea,b,F. Cavallaria, G. D’imperioa,b,D. Del Rea,b,M. Diemoza, C. Jordaa,E. Longoa,b,
F. Margarolia,b,P. Meridiania,F. Michelia,b,2, G. Organtinia,b, R. Paramattia,S. Rahatloua,b,C. Rovellia, F. Santanastasioa,b, L. Soffia,b,P. Traczyka,b,2
aINFNSezionediRoma,Roma,Italy bUniversitàdiRoma,Roma,Italy
N. Amapanea,b, R. Arcidiaconoa,c,S. Argiroa,b,M. Arneodoa,c,R. Bellana,b, C. Biinoa, N. Cartigliaa, S. Casassoa,b,2, M. Costaa,b, R. Covarelli,A. Deganoa,b, N. Demariaa,L. Fincoa,b,2, C. Mariottia, S. Masellia, G. Mazzaa, E. Migliorea,b,V. Monacoa,b,M. Musicha, M.M. Obertinoa,c,L. Pachera,b, N. Pastronea,M. Pelliccionia, G.L. Pinna Angionia,b,A. Romeroa,b, M. Ruspaa,c, R. Sacchia,b,
A. Solanoa,b, A. Staianoa, U. Tamponia
aINFNSezionediTorino,Torino,Italy bUniversitàdiTorino,Torino,Italy
M. Maronea,b, A. Schizzia,b, T. Umera,b,A. Zanettia
aINFNSezionediTrieste,Trieste,Italy bUniversitàdiTrieste,Trieste,Italy
S. Chang,A. Kropivnitskaya, S.K. Nam
KangwonNationalUniversity,Chunchon,RepublicofKorea
D.H. Kim,G.N. Kim, M.S. Kim, D.J. Kong, S. Lee, Y.D. Oh,H. Park, A. Sakharov,D.C. Son
KyungpookNationalUniversity,Daegu,RepublicofKorea
T.J. Kim, M.S. Ryu
ChonbukNationalUniversity,Jeonju,RepublicofKorea
J.Y. Kim,D.H. Moon, S. Song
ChonnamNationalUniversity,InstituteforUniverseandElementaryParticles,Kwangju,RepublicofKorea
S. Choi, D. Gyun,B. Hong,M. Jo, H. Kim, Y. Kim,B. Lee, K.S. Lee, S.K. Park,Y. Roh
KoreaUniversity,Seoul,RepublicofKorea
H.D. Yoo
SeoulNationalUniversity,Seoul,RepublicofKorea
M. Choi,J.H. Kim, I.C. Park, G. Ryu
UniversityofSeoul,Seoul,RepublicofKorea
Y. Choi,Y.K. Choi,J. Goh, D. Kim, E. Kwon, J. Lee, I. Yu
SungkyunkwanUniversity,Suwon,RepublicofKorea
A. Juodagalvis
VilniusUniversity,Vilnius,Lithuania
J.R. Komaragiri, M.A.B. Md Ali29, W.A.T. Wan Abdullah
NationalCentreforParticlePhysics,UniversitiMalaya,KualaLumpur,Malaysia
E. Casimiro Linares, H. Castilla-Valdez,E. De La Cruz-Burelo, I. Heredia-de La Cruz,
A. Hernandez-Almada,R. Lopez-Fernandez, A. Sanchez-Hernandez
CentrodeInvestigacionydeEstudiosAvanzadosdelIPN,MexicoCity,Mexico
S. Carrillo Moreno, F. Vazquez Valencia
UniversidadIberoamericana,MexicoCity,Mexico
I. Pedraza, H.A. Salazar Ibarguen
BenemeritaUniversidadAutonomadePuebla,Puebla,Mexico
A. Morelos Pineda
UniversidadAutónomadeSanLuisPotosí,SanLuisPotosí,Mexico
D. Krofcheck
P.H. Butler,S. Reucroft
UniversityofCanterbury,Christchurch,NewZealand
A. Ahmad, M. Ahmad, Q. Hassan,H.R. Hoorani, W.A. Khan, T. Khurshid,M. Shoaib
NationalCentreforPhysics,Quaid-I-AzamUniversity,Islamabad,Pakistan
H. Bialkowska, M. Bluj,B. Boimska, T. Frueboes,M. Górski, M. Kazana, K. Nawrocki,
K. Romanowska-Rybinska, M. Szleper,P. Zalewski
NationalCentreforNuclearResearch,Swierk,Poland
G. Brona, K. Bunkowski, M. Cwiok,W. Dominik, K. Doroba, A. Kalinowski, M. Konecki,J. Krolikowski,
M. Misiura, M. Olszewski
InstituteofExperimentalPhysics,FacultyofPhysics,UniversityofWarsaw,Warsaw,Poland
P. Bargassa,C. Beirão Da Cruz E Silva, A. Di Francesco, P. Faccioli, P.G. Ferreira Parracho,M. Gallinaro,
L. Lloret Iglesias,F. Nguyen, J. Rodrigues Antunes, J. Seixas,O. Toldaiev, D. Vadruccio, J. Varela, P. Vischia
LaboratóriodeInstrumentaçãoeFísicaExperimentaldePartículas,Lisboa,Portugal
P. Bunin,M. Gavrilenko, I. Golutvin, A. Kamenev, V. Karjavin, V. Konoplyanikov,V. Korenkov, A. Lanev,
A. Malakhov,V. Matveev30, V.V. Mitsyn,P. Moisenz, V. Palichik,V. Perelygin, S. Shmatov, V. Smirnov,
E. Tikhonenko, A. Zarubin
JointInstituteforNuclearResearch,Dubna,Russia
V. Golovtsov, Y. Ivanov, V. Kim31,E. Kuznetsova, P. Levchenko, V. Murzin, V. Oreshkin, I. Smirnov,
V. Sulimov, L. Uvarov, S. Vavilov, A. Vorobyev,An. Vorobyev
PetersburgNuclearPhysicsInstitute,Gatchina(St.Petersburg),Russia
Yu. Andreev,A. Dermenev, S. Gninenko, N. Golubev, 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, S. Semenov,
A. Spiridonov, E. Vlasov,A. Zhokin
InstituteforTheoreticalandExperimentalPhysics,Moscow,Russia
V. Andreev,M. Azarkin32, I. Dremin32,M. Kirakosyan, A. Leonidov32, G. Mesyats,S.V. Rusakov,
A. Vinogradov
P.N.LebedevPhysicalInstitute,Moscow,Russia
A. Belyaev,E. Boos, M. Dubinin33, L. Dudko, A. Ershov, A. Gribushin, V. Klyukhin, O. Kodolova,I. Lokhtin,
S. Obraztsov,S. Petrushanko, V. Savrin,A. Snigirev
SkobeltsynInstituteofNuclearPhysics,LomonosovMoscowStateUniversity,Moscow,Russia
I. Azhgirey,I. Bayshev,S. Bitioukov, V. Kachanov, A. Kalinin, D. Konstantinov, V. Krychkine, V. Petrov,
R. Ryutin, A. Sobol, L. Tourtchanovitch,S. Troshin, N. Tyurin, A. Uzunian,A. Volkov
StateResearchCenterofRussianFederation,InstituteforHighEnergyPhysics,Protvino,Russia
P. Adzic34, M. Ekmedzic,J. Milosevic,V. Rekovic
D. Domínguez Vázquez, A. Escalante Del Valle,C. Fernandez Bedoya, J.P. Fernández Ramos, J. Flix,
M.C. Fouz,P. Garcia-Abia,O. Gonzalez Lopez, S. Goy Lopez, J.M. Hernandez, M.I. Josa,
E. Navarro De Martino,A. Pérez-Calero Yzquierdo, J. Puerta Pelayo, A. Quintario Olmeda, I. Redondo,
L. Romero,M.S. Soares
CentrodeInvestigacionesEnergéticasMedioambientalesyTecnológicas(CIEMAT),Madrid,Spain
C. Albajar, J.F. de Trocóniz,M. Missiroli, D. Moran
UniversidadAutónomadeMadrid,Madrid,Spain
H. Brun, J. Cuevas,J. Fernandez Menendez, S. Folgueras, I. Gonzalez Caballero,E. Palencia Cortezon,
J.M. Vizan Garcia
UniversidaddeOviedo,Oviedo,Spain
J.A. Brochero Cifuentes,I.J. Cabrillo, A. Calderon, J. Duarte Campderros, M. Fernandez, G. Gomez,
A. Graziano,A. Lopez Virto, J. Marco, R. Marco,C. Martinez Rivero, F. Matorras,F.J. Munoz Sanchez,
J. Piedra Gomez,T. Rodrigo, A.Y. Rodríguez-Marrero,A. Ruiz-Jimeno, L. Scodellaro, I. Vila,
R. Vilar Cortabitarte
InstitutodeFísicadeCantabria(IFCA),CSIC–UniversidaddeCantabria,Santander,Spain
D. Abbaneo, E. Auffray, G. Auzinger, M. Bachtis,P. Baillon, A.H. Ball, D. Barney, A. Benaglia,J. Bendavid,
L. Benhabib,J.F. Benitez, P. Bloch,A. Bocci, A. Bonato,O. Bondu, C. Botta,H. Breuker, T. Camporesi,
G. Cerminara, S. Colafranceschi35,M. D’Alfonso, D. d’Enterria, A. Dabrowski,V. Daponte, A. David,
F. De Guio,A. De Roeck, S. De Visscher, E. Di Marco,M. Dobson, M. Dordevic, B. Dorney,
N. Dupont-Sagorin,A. Elliott-Peisert, G. Franzoni, W. Funk, D. Gigi, K. Gill,D. Giordano, M. Girone,
F. Glege, R. Guida,S. Gundacker, M. Guthoff, J. Hammer, M. Hansen,P. Harris, J. Hegeman, V. Innocente,
P. Janot,M.J. Kortelainen, K. Kousouris, K. Krajczar,P. Lecoq, C. Lourenço,N. Magini, L. Malgeri,
M. Mannelli,J. Marrouche,L. Masetti, F. Meijers, S. Mersi,E. Meschi, F. Moortgat, S. Morovic,M. Mulders,
S. Orfanelli,L. Orsini, L. Pape, E. Perez,A. Petrilli, G. Petrucciani, A. Pfeiffer,M. Pimiä, D. Piparo,
M. Plagge,A. Racz, G. Rolandi36, M. Rovere,H. Sakulin, C. Schäfer, C. Schwick,A. Sharma,P. Siegrist,
P. Silva,M. Simon, P. Sphicas37,D. Spiga, J. Steggemann,B. Stieger, M. Stoye,Y. Takahashi, D. Treille,
A. Tsirou,G.I. Veres18, N. Wardle,H.K. Wöhri, H. Wollny, W.D. Zeuner
CERN,EuropeanOrganizationforNuclearResearch,Geneva,Switzerland
W. Bertl,K. Deiters,W. Erdmann, R. Horisberger, Q. Ingram,H.C. Kaestli, D. Kotlinski, U. Langenegger,
D. Renker, T. Rohe
PaulScherrerInstitut,Villigen,Switzerland
F. Bachmair, L. Bäni, L. Bianchini, M.A. Buchmann,B. Casal, G. Dissertori, M. Dittmar, M. Donegà,
M. Dünser,P. Eller,C. Grab, D. Hits, J. Hoss,G. Kasieczka, W. Lustermann,B. Mangano,A.C. Marini,
M. Marionneau, P. Martinez Ruiz del Arbol,M. Masciovecchio, D. Meister, N. Mohr,P. Musella,
F. Nessi-Tedaldi, F. Pandolfi,F. Pauss, L. Perrozzi,M. Peruzzi, M. Quittnat, L. Rebane,M. Rossini,
A. Starodumov38,M. Takahashi, K. Theofilatos, R. Wallny, H.A. Weber
InstituteforParticlePhysics,ETHZurich,Zurich,Switzerland
C. Amsler39,M.F. Canelli, V. Chiochia,A. De Cosa, A. Hinzmann, T. Hreus, B. Kilminster, C. Lange,
J. Ngadiuba,D. Pinna,P. Robmann, F.J. Ronga, S. Taroni, Y. Yang
UniversitätZürich,Zurich,Switzerland
M. Cardaci,K.H. Chen, C. Ferro, C.M. Kuo, W. Lin, Y.J. Lu,R. Volpe, S.S. Yu
P. Chang, Y.H. Chang,Y. Chao, K.F. Chen, P.H. Chen, C. Dietz, U. Grundler,W.-S. Hou, Y.F. Liu,R.-S. Lu,
M. Miñano Moya,E. Petrakou, J.f. Tsai, Y.M. Tzeng,R. Wilken
NationalTaiwanUniversity(NTU),Taipei,Taiwan
B. Asavapibhop, G. Singh, N. Srimanobhas,N. Suwonjandee
ChulalongkornUniversity,FacultyofScience,DepartmentofPhysics,Bangkok,Thailand
A. Adiguzel, M.N. Bakirci40, S. Cerci41,C. Dozen, I. Dumanoglu, E. Eskut, S. Girgis, G. Gokbulut, Y. Guler,
E. Gurpinar,I. Hos, E.E. Kangal42, A. Kayis Topaksu,G. Onengut43, K. Ozdemir44,S. Ozturk40,A. Polatoz,
D. Sunar Cerci41,B. Tali41, H. Topakli40,M. Vergili, C. Zorbilmez
CukurovaUniversity,Adana,Turkey
I.V. Akin, B. Bilin,S. Bilmis, H. Gamsizkan45,B. Isildak46,G. Karapinar47,K. Ocalan48, S. Sekmen,
U.E. Surat,M. Yalvac, M. Zeyrek
MiddleEastTechnicalUniversity,PhysicsDepartment,Ankara,Turkey
E.A. Albayrak49,E. Gülmez,M. Kaya50, O. Kaya51,T. Yetkin52
BogaziciUniversity,Istanbul,Turkey
K. Cankocak, F.I. Vardarlı
IstanbulTechnicalUniversity,Istanbul,Turkey
L. Levchuk,P. Sorokin
NationalScientificCenter,KharkovInstituteofPhysicsandTechnology,Kharkov,Ukraine
J.J. Brooke,E. Clement, D. Cussans, H. Flacher,J. Goldstein, M. Grimes, G.P. Heath, H.F. Heath,J. Jacob,
L. Kreczko,C. Lucas, Z. Meng, D.M. Newbold53,S. Paramesvaran, A. Poll,T. Sakuma, S. Seif El Nasr-storey,
S. Senkin, V.J. Smith
UniversityofBristol,Bristol,UnitedKingdom
K.W. Bell, A. Belyaev54, C. Brew, R.M. Brown, D.J.A. Cockerill, J.A. Coughlan, K. Harder, S. Harper,
E. Olaiya,D. Petyt, C.H. Shepherd-Themistocleous, A. Thea, I.R. Tomalin, T. Williams, W.J. Womersley,
S.D. Worm
RutherfordAppletonLaboratory,Didcot,UnitedKingdom
M. Baber,R. Bainbridge, O. Buchmuller, D. Burton, D. Colling, N. Cripps,P. Dauncey, G. Davies,A. De Wit,
M. Della Negra, P. Dunne,A. Elwood, W. Ferguson, J. Fulcher, D. Futyan, G. Hall,G. Iles, M. Jarvis,
G. Karapostoli,M. Kenzie, R. Lane, R. Lucas53,L. Lyons, A.-M. Magnan,S. Malik, B. Mathias, J. Nash,
A. Nikitenko38,J. Pela, M. Pesaresi, K. Petridis, D.M. Raymond, S. Rogerson,A. Rose, C. Seez,P. Sharp†,
A. Tapper,M. Vazquez Acosta, T. Virdee, S.C. Zenz
ImperialCollege,London,UnitedKingdom
J.E. Cole, P.R. Hobson, A. Khan,P. Kyberd, D. Leggat,D. Leslie, I.D. Reid, P. Symonds, L. Teodorescu,
M. Turner
BrunelUniversity,Uxbridge,UnitedKingdom
J. Dittmann, K. Hatakeyama,A. Kasmi, H. Liu, N. Pastika, T. Scarborough, Z. Wu
BaylorUniversity,Waco,USA
O. Charaf,S.I. Cooper, C. Henderson, P. Rumerio
BostonUniversity,Boston,USA
J. Alimena,E. Berry, S. Bhattacharya, G. Christopher, D. Cutts, Z. Demiragli, N. Dhingra, A. Ferapontov,
A. Garabedian,U. Heintz, E. Laird,G. Landsberg, Z. Mao, M. Narain, S. Sagir, T. Sinthuprasith, T. Speer,
J. Swanson
BrownUniversity,Providence,USA
R. Breedon,G. Breto, M. Calderon De La Barca Sanchez, S. Chauhan,M. Chertok, J. Conway, R. Conway,
P.T. Cox,R. Erbacher, M. Gardner, W. Ko, R. Lander, M. Mulhearn, D. Pellett, J. Pilot, F. Ricci-Tam,
S. Shalhout, J. Smith, M. Squires, D. Stolp, M. Tripathi,S. Wilbur, R. Yohay
UniversityofCalifornia,Davis,Davis,USA
R. Cousins,P. Everaerts,C. Farrell, J. Hauser, M. Ignatenko,G. Rakness, E. Takasugi, V. Valuev, M. Weber
UniversityofCalifornia,LosAngeles,USA
K. Burt,R. Clare, J. Ellison, J.W. Gary, G. Hanson,J. Heilman, M. Ivova Rikova, P. Jandir, E. Kennedy,
F. Lacroix,O.R. Long, A. Luthra, M. Malberti,M. Olmedo Negrete, A. Shrinivas,S. Sumowidagdo,
S. Wimpenny
UniversityofCalifornia,Riverside,Riverside,USA
J.G. Branson, G.B. Cerati,S. Cittolin, R.T. D’Agnolo, A. Holzner, R. Kelley, D. Klein, J. Letts,I. Macneill,
D. Olivito,S. Padhi, C. Palmer, M. Pieri, M. Sani,V. Sharma, S. Simon, M. Tadel,Y. Tu,A. Vartak, C. Welke,
F. Würthwein,A. Yagil,G. Zevi Della Porta
UniversityofCalifornia,SanDiego,LaJolla,USA
D. Barge, J. Bradmiller-Feld, C. Campagnari, T. Danielson,A. Dishaw, V. Dutta,K. Flowers,
M. Franco Sevilla,P. Geffert,C. George, F. Golf, L. Gouskos, J. Incandela,C. Justus, N. Mccoll, S.D. Mullin,
J. Richman, D. Stuart,W. To,C. West, J. Yoo
UniversityofCalifornia,SantaBarbara,SantaBarbara,USA
A. Apresyan,A. Bornheim, J. Bunn, Y. Chen, J. Duarte,A. Mott, H.B. Newman, C. Pena,M. Pierini,
M. Spiropulu,J.R. Vlimant, R. Wilkinson, S. Xie, R.Y. Zhu
CaliforniaInstituteofTechnology,Pasadena,USA
V. Azzolini,A. Calamba, B. Carlson, T. Ferguson, Y. Iiyama,M. Paulini, J. Russ, H. Vogel, I. Vorobiev
CarnegieMellonUniversity,Pittsburgh,USA
J.P. Cumalat,W.T. Ford, A. Gaz, M. Krohn, E. Luiggi Lopez,U. Nauenberg, J.G. Smith, K. Stenson,
S.R. Wagner
UniversityofColoradoatBoulder,Boulder,USA
J. Alexander, A. Chatterjee, J. Chaves,J. Chu, S. Dittmer,N. Eggert, N. Mirman, G. Nicolas Kaufman,
J.R. Patterson,A. Ryd, E. Salvati, L. Skinnari,W. Sun, W.D. Teo, J. Thom, J. Thompson, J. Tucker,Y. Weng,
L. Winstrom,P. Wittich
CornellUniversity,Ithaca,USA
D. Winn
S. Abdullin,M. Albrow, J. Anderson, G. Apollinari, L.A.T. Bauerdick, A. Beretvas, J. Berryhill,P.C. Bhat,
G. Bolla,K. Burkett,J.N. Butler, H.W.K. Cheung, F. Chlebana, S. Cihangir, V.D. Elvira,I. Fisk, J. Freeman,
E. Gottschalk,L. Gray, D. Green, S. Grünendahl, O. Gutsche,J. Hanlon, D. Hare, R.M. Harris, J. Hirschauer,
B. Hooberman, S. Jindariani, M. Johnson,U. Joshi, B. Klima, B. Kreis, S. Kwan†,J. Linacre, D. Lincoln,
R. Lipton, T. Liu, R. Lopes De Sá,J. Lykken,K. Maeshima, J.M. Marraffino, V.I. Martinez Outschoorn,
S. Maruyama, D. Mason, P. McBride,P. Merkel,K. Mishra, S. Mrenna, S. Nahn, C. Newman-Holmes,
V. O’Dell, O. Prokofyev,E. Sexton-Kennedy, A. Soha, W.J. Spalding, L. Spiegel, L. Taylor,S. Tkaczyk,
N.V. Tran,L. Uplegger, E.W. Vaandering, C. Vernieri, R. Vidal,A. Whitbeck, J. Whitmore, F. Yang
FermiNationalAcceleratorLaboratory,Batavia,USA
D. Acosta, P. Avery, P. Bortignon, D. Bourilkov,M. Carver, D. Curry, S. Das, M. De Gruttola,
G.P. Di Giovanni, R.D. Field, M. Fisher, I.K. Furic, J. Hugon, J. Konigsberg,A. Korytov, T. Kypreos, J.F. Low,
K. Matchev, H. Mei,P. Milenovic55,G. Mitselmakher, L. Muniz,A. Rinkevicius, L. Shchutska, M. Snowball,
D. Sperka, J. Yelton
UniversityofFlorida,Gainesville,USA
S. Hewamanage, S. Linn, P. Markowitz, G. Martinez, J.L. Rodriguez
FloridaInternationalUniversity,Miami,USA
A. Ackert, J.R. Adams,T. Adams, A. Askew,J. Bochenek, B. Diamond,J. Haas, S. Hagopian,V. Hagopian,
K.F. Johnson, H. Prosper,V. Veeraraghavan, M. Weinberg
FloridaStateUniversity,Tallahassee,USA
M.M. Baarmand, M. Hohlmann, H. Kalakhety,F. Yumiceva
FloridaInstituteofTechnology,Melbourne,USA
M.R. Adams, L. Apanasevich,D. Berry, R.R. Betts, I. Bucinskaite, R. Cavanaugh, O. Evdokimov,L. Gauthier,
C.E. Gerber,D.J. Hofman, P. Kurt, C. O’Brien,I.D. Sandoval Gonzalez, C. Silkworth,P. Turner, N. Varelas,
M. Zakaria
UniversityofIllinoisatChicago(UIC),Chicago,USA
B. Bilki56, W. Clarida,K. Dilsiz, M. Haytmyradov, V. Khristenko, J.-P. Merlo, H. Mermerkaya57,
A. Mestvirishvili, A. Moeller, J. Nachtman, H. Ogul,Y. Onel, F. Ozok49, A. Penzo,R. Rahmat, S. Sen, P. Tan,
E. Tiras, J. Wetzel,K. Yi
TheUniversityofIowa,IowaCity,USA
I. Anderson, B.A. Barnett, B. Blumenfeld,S. Bolognesi, D. Fehling, A.V. Gritsan, P. Maksimovic,C. Martin,
M. Swartz, M. Xiao
JohnsHopkinsUniversity,Baltimore,USA
P. Baringer,A. Bean,G. Benelli, C. Bruner,J. Gray, R.P. Kenny III, D. Majumder, M. Malek, M. Murray,
D. Noonan, S. Sanders, J. Sekaric,R. Stringer, Q. Wang,J.S. Wood
TheUniversityofKansas,Lawrence,USA
I. Chakaberia,A. Ivanov, K. Kaadze, S. Khalil,M. Makouski, Y. Maravin,L.K. Saini, N. Skhirtladze,
I. Svintradze
KansasStateUniversity,Manhattan,USA
J. Gronberg,D. Lange, F. Rebassoo,D. Wright