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Letters
B
www.elsevier.com/locate/physletb
Evidence
of
rescattering
effect
in
Pb–Pb
collisions
at
the
LHC
through
production
of
K
∗
(
892
)
0
and
φ (
1020
)
mesons
.
ALICE
Collaboration
a
r
t
i
c
l
e
i
n
f
o
a
b
s
t
r
a
c
t
Articlehistory:
Received21November2019
Receivedinrevisedform10January2020 Accepted13January2020
Availableonline16January2020 Editor:L.Rolandi
MeasurementsofK∗(892)0andφ(1020)resonanceproductioninPb–Pbandppcollisionsat√s NN=5.02
TeV withthe ALICEdetector attheLargeHadronColliderare reported. The resonancesare measured at midrapidity (|y| < 0.5) via their hadronic decay channels and the transverse momentum (pT)
distributionsareobtainedforvariouscollisioncentralityclassesupto
p
T=20 GeV/c. Thep
T-integratedyield ratio K∗(892)0/K in Pb–Pb collisions shows significant suppression relative to pp collisions and decreases towards more central collisions. In contrast, the φ(1020)/K ratio does not show any suppression. Furthermore, the measured K∗(892)0/K ratio in central Pb–Pb collisions is significantly
suppressedwithrespecttotheexpectationsbasedonathermalmodelcalculation,whiletheφ(1020)/K ratio agrees with the model prediction. These measurements are an experimental demonstration of rescatteringofK∗(892)0 decayproductsinthe hadronicphaseofthecollisions.The K∗(892)0/Kyield
ratios in Pb–Pb and pp collisions are used to estimate the time duration between chemical and kinetic freeze-out,which is found to be ∼ 4–7fm/c for central collisions. The pT-differential ratios
of K∗(892)0/K, φ(1020)/K, K∗(892)0/
π
, φ(1020)/π
, p/K∗(892)0 and p/φ (1020) are also presentedfor Pb–Pb and pp collisions at √sNN = 5.02 TeV. These ratios show that the rescattering effect is
predominantlyalow-pTphenomenon.
©2020TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
1. Introduction
Several measurements in high-energy heavy-ion collisions at theLarge HadronCollider (LHC) [1–3] andthe Relativistic Heavy Ion Collider (RHIC) [4–9] have shown that a strongly-coupled Quark-GluonPlasma(QGP)isformedthatsubsequentlyhadronizes. Resonances,shortlivedhadronsthatdecayviastronginteractions, playanimportantroleincharacterizingthepropertiesofhadronic matterformedinheavy-ioncollisions [10–16].Severalresonances havebeenobservedinppandnuclearcollisions [10–19]: f2
(
1270)
,ρ
(
770)
0,(
1232)
++, f0(
980)
,K∗(
892)
0,±,(
1385)
,(
1520)
andφ (
1020)
with lifetimes of the order of 1.1 fm/
c, 1.3 fm/
c, 1.6 fm/
c,2.6fm/
c,4.16fm/
c,5.5fm/
c,12.6fm/
c and 46.3fm/
c, re-spectively [20]. The wide range oftheir lifetimes allows them to be good probes of the dynamics of the system formed in ultra-relativisticheavy-ioncollisions [21–27].In the hadronicphase of the evolution of the system formed inheavy-ioncollisions,therearetwoimportanttemperaturesand corresponding timescales: the chemical freeze-out, when the in-elastic collisions among the constituents are expected to cease, and the later kinetic freeze-out, when all (elastic) interactions
E-mailaddress:alice-publications@cern.ch.
stop [28–30]. If resonances decay before kinetic freeze-out,then theirdecayproductsaresubjecttohadronicrescatteringthatalters their momentum distributions. This leads to inability to recon-struct the parent resonance using the invariant mass technique, resulting ina decreasein themeasured yield relative to the pri-mordialresonanceyield, i.e.the yieldatchemicalfreeze-out.The fraction of resonances that cannot be recovered dependson the lifetimeofthehadronicphase(definedasthetimebetween chem-icalandkinetic freeze-out),thehadronicinteractioncrosssection of resonancedecayproducts, the particle densityinthe medium andtheresonancephase spacedistributions.Forexample,a pion fromaK∗
(
892)
0 mesondecaycould scatter withanother pionin the medium asπ
−π
+→
ρ
0→
π
−π
+. At the same time, afterthechemical freeze-out,pseudoelastic interactionscould regener-ateresonancesinthemedium,leadingtoanenhancementoftheir yields. Forexample, interactions like
π
K→
K∗(
892)
0→
π
K and K−K+→ φ(
1020)
→
K−K+couldhappenuntilkineticfreeze-out. Hence,resonancesareprobesoftherescatteringandregeneration processesduringtheevolutionofthefireballfromchemicalto ki-neticfreeze-out.Indeed,transport-basedmodelcalculationsshow that both rescattering andregeneration processes affectthe final resonance yields [31,32]. Thermal statistical models, which have successfullyexplaineda hostofparticleyields inheavy-ion colli-sions acrossawide rangeofcenter-of-massenergies [33–36],arehttps://doi.org/10.1016/j.physletb.2020.135225
0370-2693/©2020TheAuthor(s).PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).Fundedby SCOAP3.
abletoexplainthemeasuredresonanceyieldsonlyafterincluding rescatteringeffects [37,38].
Inthispaper,the measurementofthe productionofK∗
(
892)
0and
φ (
1020)
vector mesons atmidrapidity inPb–Pb and pp col-lisions at√
sNN=
5.02 TeV is presented. Although both vectormesons have similar masses, their lifetimediffers by a factorof largerthan10.Thisaspectisexploitedtoestablishthedominance of rescattering in central Pb–Pb collisions at the LHC. The kaon andpion daughters of the short-lived K∗
(
892)
0→
Kπ
rescatter withotherhadronsinthemedium.Themagnitudeoftheeffectis mainlydeterminedbythepion-pioninteractioncrosssection [39], whichismeasuredtobesignificantlylarger(factor 5)thanthe to-talkaon-pioninteractioncrosssection [40].Thelatterdetermines themagnitudeoftheregenerationeffect [41].Thuswith rescatter-ing dominatingoverregeneration, theobservable K∗(
892)
0 yields should decrease compared to the primordial yields, and there-fore, a suppression of the K∗(
892)
0/
K yield ratio is expected in heavy-ioncollisionsrelativeto ppcollisions.Furthermore,this ra-tioisexpectedtodecreasewithincreaseinsystemsize,which is determinedbythecollisioncentrality(maximumforcentral colli-sions).Incontrast,becauseofalargerlifetimecomparedtothatof the hadronic phase, theφ (
1020)
meson yields are not expected to be affected by rescattering [14,32]. Theφ (
1020)
mesons are also expectednot to be affectedby the regeneration dueto sig-nificantlylower KK crosssection compared to Kπ
andπ π
cross sections [39,40].Hence theindependenceoftheφ (
1020)/
Kyield ratio ofthe systemsize will act as a baseline for corresponding K∗(
892)
0/
Kmeasurements,therebysupportingthepresenceofthe rescattering effect in heavy-ion collisions. The lower K∗(
892)
0/
K yieldratioinPb–Pb collisions comparedtopp atthesame√
sNNcan then be used to estimate the time span between chemical andkineticfreeze-outinheavy-ioncollisions.Furthermore,dueto thescatteringofthedecayproducts,thelow-pT K∗
(
892)
0 arelesslikelyto escapethe hadronicmedium beforedecaying,compared tohigh-pT K∗
(
892)
0 [32].ThiscouldaltertheK∗(
892)
0 pT spectrain Pb–Pb collisions compared to pp, while no such effect is ex-pectedfor
φ
mesons.Therefore, studying pT-differential ratios ofK∗
(
892)
0 andφ (
1020)
mesons withrespectto other non-strange (π
) and strange (K) mesons, and baryons (p) in Pb–Pb and pp collisions will help to establish the pT dependence ofrescatter-ingeffectsanddisentanglethemfromotherphysicsprocesseslike radialflowthatmodifiestheshapesofthe pT distributionsatlow
andintermediate transverse momenta. Inaddition, the measure-ments at
√
sNN=
5.02 TeV are compared to results fromPb–Pbcollisions at
√
sNN=
2.76TeV [14,42]. Since productionofparti-clesandantiparticlesisequalatmidrapidityatLHCenergies,the averageoftheyieldsofK∗
(
892)
0andK∗(
892)
0ispresentedinthis paper andis denoted by the symbol K∗0 unless specified other-wise.Theφ (
1020)
isdenotedbythesymbolφ
.The paperis organized asfollows: In section 2, the detectors usedintheanalysisarebrieflydescribed.Insection3,thedataset, theanalysistechniques,theprocedureforextractionoftheyields ofK∗0 and
φ
mesons andthe studyofthesystematicuncertain-ties are presented.In section 4, the yields obtained by invariant massreconstruction ofK∗0 and
φ
mesonsasa functionoftrans-versemomentuminPb–Pb andppcollisions at
√
sNN=
5.02TeV,the pT-integrated ratios of K∗0 and
φ
relative to chargedkaons,andpT-differentialratiosrelativetocharged
π
,Kandprotonsarereported.Finally,insection5thefindingsaresummarized.
2. Experimentalapparatus
Themeasurements of K∗0 and
φ
meson productioninpp and Pb–Pbcollisions havebeenperformedusingthedatacollected by theALICEdetectorintheyear2015. Thedetails oftheALICEde-tector can be found in Refs. [43–45]. So we briefly focus on the following main detectors used for this analysis. The forward V0 detector,a scintillatordetectorwitha timing resolutionlessthan 1ns,isusedforcentralityselection,triggering andbeam-induced background rejection. The V0 consists oftwo sub-detectors, V0A andV0C,placedatasymmetricpositions,oneoneach sideofthe interaction point with full azimuthal acceptance and cover the pseudorapidity ranges 2.8
<
η
<
5.1 and -3.7<
η
<
-1.7, re-spectively.ThecentralityclassesinPb–Pbcollisionsaredetermined fromthesumofthemeasuredsignalamplitudesinV0AandV0C, asdiscussedinRefs. [46,47].Thecollisiontimeinformationis pro-vided by T0 which consist of two arrays of Cherenkov counters T0AandT0C,positionedonbothsidesoftheinteractionpoint [48]. TheZeroDegreeCalorimeter(ZDC)consistsoftwotungsten-quartz neutron andtwo brass-quartzprotoncalorimeterplacedata dis-tanceof113monbothsidesof theinteractionpoint.Itisusedto rejectthebackgroundeventsandtomeasurethespectator nucle-ons.In the central barrel, the Inner Tracking System(ITS) andthe TimeProjectionChamber(TPC)areusedforcharged-particle track-ingandprimarycollisionvertexreconstruction.TheITSconsistsof three sub-detectors of two layers each, covering a central pseu-dorapidity range
|
η
| <
0.9: Silicon Pixel Detector (SPD), Silicon Drift Detector (SDD) andSilicon Strip Detector (SSD).The TPC is themainchargedparticletrackingdetector,andhasfullazimuthal coverage inthe pseudorapidity range|
η
| <
0.9. Alongwithtrack reconstruction,it alsoprovides ameasurementofthemomentum and excellent particle identification (PID). The TPC provides the measuredspecificenergyloss(dE/
dx)toidentifytheparticles, es-pecially inlowmomentumrange(p<
1GeV/c)wherethedE/
dx ofparticlesarewellseparated.Toextendtheparticleidentification tohigher pT,theTimeofFlight(TOF)detectorisusedinadditiontotheTPCinformation.TheTOFisbasedontheMultigapResistive PlateChamber(MRPC) technologyandmeasures thearrivaltimes of particles with a resolution of the order of 80 ps. It covers a pseudorapidityrange
|
η
| <
0.9andprovidesexcellentPID capabil-ities intheintermediate pT rangeby exploitingthetime-of-flightinformation.
3. Datasampleandanalysisdetails
Theppdatawerecollectedusingaminimumbias(MB)trigger. The logic for MB trigger requiresat leastone hit in V0Aor V0C andonehitinthecentralbarreldetectorSPDincoincidencewith theLHCbunch crossing[49,50].Inppcollisions,a criterionbased on the offline reconstruction of multiple primary vertices in the SPD [45] isappliedtoreduce thepileup,whichiscausedby mul-tiple interactionsinthesamebunch crossing.Therejectedpileup events arelessthan 1% ofthetotal events.ThePb–Pb datawere also collectedusing aMB trigger withalogic thatrequires a co-incidenceofsignalsinV0AandV0C.TheMB-triggeredeventsare analyzed ifthey havea reconstructed collision vertexwhose po-sition alongthe beamaxis(Vz, z is thelongitudinal direction)is within 10cmfromthe nominalinteractionpoint inboth ppand Pb–Pb collisions.Backgroundeventsare rejectedusingthetiming informationfromtheZeroDegreeCalorimeters(ZDCs)andV0 de-tectors.
ThePb–Pb analysisisperformedin8centralityclassesdefined in Ref. [46]: 0–10%, 10–20%, 20–30%, 30–40%, 40–50%, 50–60%, 60–70% and 70–80%. The 0–10% class corresponds to the most central Pb–Pb collisions, with smallimpact parameter, while the 70–80%classcorrespondstoperipheralPb–Pbcollisions,withlarge impact parameter. The total number of events that are analyzed after passingthe eventselectioncriteriaare
∼
110million forpp and∼
30millionforPb–Pb collisions.Charged tracksare selectedforanalysisbasedontrackselectioncriteriathatensuregoodtrack quality,asdoneinpreviouswork [42].Inparticular,atrackinthe TPCisrequestedtohaveaminimumof70crossedrows (horizon-tal segments along the transverse readout plane of the TPC) out of a maximum possible 159 [51]. A pT-dependent selection
cri-terionon the distanceof closest approachto the collisionvertex inthetransverse(xy)plane(DCAxy)andalongthelongitudinal di-rection(DCAz)isusedtoreducethecontaminationfromsecondary chargedparticlescomingfromweakly decayinghadrons. In addi-tionto these selection criteria, tracks are requiredto have pT
>
0.15GeV
/
c inbothppandPb–Pbcollisions.Charged particlesare acceptedinthe pseudorapidity range|
η
| <
0.8, which ensures a uniformacceptance.The particle identificationexploits both the TPCand the TOF. ForK∗0 and
φ
reconstruction in Pb–Pb collisions, chargedparti-clesareidentifiedaspionorkaonifthemeanspecificenergyloss (
dE/
dx) measured by the TPC fallswithin two standard devia-tions(2σ
TPC)fromtheexpecteddE/
dx valuesforπ
orKovertheentire momentum range. If the TOF information is available for thetrack, inaddition to the TPC, a TOF-based selection criterion 3
σ
TOF isappliedoverthemeasuredmomentumrange,whereσ
TOFis the standard deviation from the expected time-of-flight for a givenspecies.Theserequirementshelpinreducingthebackground underthe signalpeakover alargemomentum rangeandprovide a better separation between signal and backgroundwith respect toTPCPID only.ForK∗0 reconstructioninpp collisions,thesame
PID selection criteriaare applied to identify pion andkaon can-didatesas are usedin Pb–Pb collisions. Forthe
φ
reconstruction inppcollisions, thekaoncandidatesare identifiedusinga 6σ
TPC,4
σ
TPCand2σ
TPC selectiononthemeasureddE/
dx distributionsinthemomentumrangesp
<
0.3GeV/
c,0.3<
p<
0.4GeV/
c andp>
0.4GeV/
c,respectively. Ontop ofthis, theTOF-basedselection criterionof3σ
TOF isappliedovertheentiremeasuredmomentumrangeinppcollisionsiftheTOFinformationisavailable.
3.1.Yieldextraction,correctionsandnormalization
TheK∗0 and
φ
resonancesarereconstructedbycalculatingthe invariantmassoftheirdecayproductsthroughthehadronicdecay channelsK∗0(
K∗0)
→
K+π
−(
K−π
+)
(BranchingRatio,BR=66.666±
0.006% [20])andφ
→
K+K− (BR =49.2±
0.5% [20]), respec-tively.OppositelychargedKandπ
(orK)fromthesameeventare paired to reconstruct the invariant mass distributions of K∗0(φ
). TheKπ
andKK pairsareselectedintherapidity range|
y| <
0.5 inboth pp and Pb–Pb collisions. The invariant mass distribution exhibits a signal peak and a large combinatorial background re-sulting from the uncorrelated Kπ
(KK) pairs. The combinatorial background is estimated using a mixed-event technique in both collision systems.The mixed-event background is constructed by combiningkaonsfromoneeventwiththeoppositelychargedπ
(K) fromdifferenteventsforK∗0(φ)
.The eventswhicharemixedarerequiredto havesimilar characteristics.In Pb–Pb, twoevents are mixedifthey belong to the same centralityclass andthe differ-encebetween the collision vertex position is
|
Vz| <
1 cm. In ppcollisions, two eventsare mixedwitha condition of|
Vz| <
1cm and a difference in charged-particle densityat midrapidity (|
y|
<
0.
5) of less than 5. To minimize the statistical fluctua-tionsinthebackgrounddistribution,eacheventismixedwithfive otherones. Theinvariant massdistributionfromthemixed-event isnormalizedtothesame-eventoppositely-chargedpair distribu-tion in the mass region 1.1–1.3 (resp. 1.04–1.06) GeV/
c2 for K∗0 (resp.φ
), whichisaway fromthemasspeak (6forK∗0 and7
for
φ
,is the width ofthe resonance). Afterthe combinatorial background subtraction, the signal peak is observed on top of a residualbackground.ThelatterisduetothecorrelatedK
π
orKKpairsthatoriginatefromjetsandfromthemisidentificationof par-ticles.It isshowninRef. [42] that theresidualbackgroundhasa smooth dependenceonmassandthe shapeofthebackground is well described by a second order polynomial [14,42]. The invari-ant mass distributions after mixed-event background subtraction arefittedwithaBreit-Wigner(resp.Voigtian)functionforthe sig-nal peakof K∗0 (resp.
φ
) plus asecond order polynomial fortheresidual background [42]. The Voigtian function is a convolution of a Breit-Wigner distribution and a Gaussian, where the width
σ
of theGaussian accountsforthe massresolution. Thelatter ispT-dependentandvariesbetween1and2MeV
/
c2.Therawyieldsare measured as a functionof pT for K∗0 and
φ
in pp collisionsandinvariouscentralityclassesinPb–Pbcollisions.Adetailed de-scriptionoftheyieldextractionprocedureisgiveninRef. [42].
The measured yields are affected by the detector acceptance andreconstructionefficiency( A
×
ε
rec).ThisisestimatedbymeansofdedicatedMonteCarlosimulationsusingthePYTHIA(PYTHIA6 Perugia 2011tune andPYTHIA8Monash2013tune) [52,53] and HIJING [54] eventgenerators forpp andPb–Pbcollisions, respec-tively. The generated particles are then propagated through the detectormaterialusingGEANT3 [55].The A
×
ε
rec iscalculatedasa function of pT andis definedasthe ratioof thereconstructed
K∗0(
φ
) to the generated K∗0(φ
), both within|
y|
<
0.5. For thereconstructionofresonances,thesametrackandPIDselection cri-teriaare appliedtothesimulationsasusedintheanalysisofthe measured data. The A
×
ε
rec is calculated for K∗0(φ
) that decaythroughthehadronicchannelK±
π
∓(K+K−),henceitdoesnot in-cludethecorrectionforBR.InPb–Pbcollisions,the A×
ε
rechasaweakcentralitydependenceandtherawyieldsarecorrectedusing the A
×
ε
recoftherespectivecentralityclass.Theproceduretocorrecttherawyieldsisgivenby
1 Nevent d2N d ydpT
=
1 Naccevent d2Nraw d ydpTε
trig.
ε
vert.
ε
sig(
A×
ε
rec) .
BR.
(1)The rawyields are normalizedto thenumberof acceptedevents (Neventacc ) andcorrectedfor A
×
ε
rec,triggerefficiency(ε
trig),vertexreconstructionefficiency(
ε
vert),signalloss(ε
sig)andtheBRofthedecaychannel.The yieldsinpp arenormalizedto thenumberof inelasticcollisionswithatriggerefficiencycorrection,
ε
trig=0.757±
0.019 [56]. Thevertexreconstructionefficiencyinppcollisions isfound to beε
vert = 0.958.The signal losscorrection factorε
sigis determined based on MC simulations as a function of pT and
accountsfortheresonancesignallostduetotriggerinefficiencies. The
ε
sig(pT) correctionisonlysignificantfor pT<
2.5GeV/
c andhas a value of lessthan 5% both forK∗0 and
φ
in pp collisions.In Pb–Pb collisions, theyields of K∗0 and
φ
in a givencentrality class are normalized by the number of events in the respective V0M(sum ofV0AandV0Camplitude)eventcentralityclass.The correctionfactorsε
trig,ε
vertandε
sig(pT)arecompatiblewithunityinthereportedcentralityclassesinPb–Pbcollisionsandhenceare notused.
3.2. Systematicuncertainties
The systematic uncertainties in the measurement of K∗0 and
φ
yields in pp and Pb–Pb collisions are summarized in Table 1. Thesourcesofsystematicuncertaintiesarerelatedtotheyield ex-traction method, PID and track selection criteria, global tracking efficiency,theknowledgeoftheALICEmaterialbudgetandofthe interaction crosssection of hadronsinthe detectormaterial.The uncertaintiesare reportedforthreetransversemomentumvalues, low,midandhighpT.ForPb–Pbcollisions allthesystematicun-certaintiesexcepttheonerelatedtotheyieldextractionare com-mon inthevarious centralityclassesandthe valuesgiveninthe
Table 1
SystematicuncertaintiesinthemeasurementofK∗0and
φ
yieldsinppandPb–Pbcollisionsat√sNN=5.02TeV.These
un-certaintiesareshownfor threetransversemomentumvalues,low,midandhighpT.ForPb–Pbcollisionsallthesystematic
uncertaintiesexceptyieldextractionarecommoninvariouscentralityclassesandthevaluesgiveninthetableareaveraged overallcentralityclasses.
Systematicvariation Pb–Pb pp
K∗0 φ K∗0 φ
pT(GeV/c) pT(GeV/c) pT(GeV/c) pT(GeV/c)
0.6 4.5 18 0.5 4.25 18 0.1 4.25 18 0.5 4.25 18 Yield extraction (%) 7.3 7.5 10.1 4.4 1.9 4.9 11.8 7.9 8.2 2.4 3.5 3.5 Track selection (%) 2.7 1.4 3.0 3.0 1.3 1.0 1.4 1.0 1.9 4.0 2.0 5.5 Particle identification (%) 5.4 3.0 5.0 1.0 1.5 2.4 2.1 3.2 6.9 0.3 1.7 6.5 Global tracking efficiency (%) 4.7 7.4 4.0 4.7 8.2 3.1 2.0 3.1 3.4 2.0 3.2 2.4
Material budget (%) 1.4 0 0 5.7 0 0 3.4 0 0 5.7 0 0
Hadronic Interaction (%) 2.4 0 0 1.3 0 0 2.8 0 0 1.3 0 0
Total (%) 10.9 11.0 12.3 9.2 8.6 6.4 13.0 9.1 11.4 7.7 5.4 9.5
Fig. 1. ThepTdistributionsof(a)K∗0and(b)
φ
mesonsinppcollisionsandvariouscentralityclassesinPb–Pbcollisionsat√sNN=5.02TeV.Thevaluesareplottedatthecenterofeachbin.Thestatisticalandsystematicuncertaintiesareshownasbarsandboxes,respectively.
tableareaveragedoverallcentralities.Theyieldextractionmethod includes the uncertainties due to variations of the fitting range, thechoiceofcombinatorialbackgroundestimationtechnique, nor-malization range and residual background shape. The uncertain-tiesduetoyield extractionareestimatedto be7.9–11.8% forK∗0
(resp.2.4–3.5% forthe
φ
)in ppand7.3–10.1% (resp. 1.9–4.9%) in Pb–Pbcollisions. The PIDsystematicuncertainties variesbetween 2.1–6.9% (0.3–6.5%) for K∗0 (φ
) in pp and Pb–Pb collisions. The contributiontotheuncertaintyfromtheglobaltrackingefficiency iscalculatedfromthecorrespondingvaluesforsinglecharged par-ticles [51] andresultsina2.0–8.2%uncertaintybycombiningthe two charged tracks used in the invariant mass reconstruction of K∗0 andφ
. The contribution from variation of the trackselec-tion criteria is 1.0–5.5%. The systematic uncertainties due to the hadronic interaction cross section are estimated to be less than 2.8%andcontributeonlyatlow pT (
<
2GeV/
c).Theuncertaintiesin the description of the material budget of ALICEdetector sub-systems inGEANT3 (see Ref. [57] fordetails)give a contribution lowerthan5.7% ontheyields ofK∗0 and
φ
inpp andPb–Pbcol-lisions. The material budget uncertainty is significant only at pT
<
2 GeV/
c and negligible at higher pT. The total pT-dependentsystematicuncertainties ontheK∗0(
φ
)yields are estimatedtobe 9.1–13.0% (5.4–9.5%) in pp collisions and 10.9–12.3% (6.4–9.2%) inPb–Pb collisions.Thecommonsystematicuncertainties for dif-ferent particles (global tracking efficiency, material budget andhadronicinteraction)are canceled outincalculatingparticleyield ratioslikeK∗0
/
Kandφ/
K.4. Resultsanddiscussion
4.1. TransversemomentumspectrainppandPb–Pbcollisions
The pT distributions of the K∗0 and
φ
mesons for|
y|
<
0.
5,normalized to thenumber ofevents andcorrected forefficiency, acceptanceandbranchingratioofthedecaychannel,areshownin Fig.1.TheresultsforPb–Pb collisionsarepresentedforeight dif-ferentcentralityclasses(0–10%upto70–80%in10%wide central-ityintervals)togetherwiththeresultsfrominelasticppcollisions atthesameenergy.
The pT-integratedparticleyieldshavebeenextractedusingthe
proceduredescribedinRefs. [14,42].ThepTdistributionsarefitted
witha Lévy-Tsallisfunction [58,59] inpp anda Boltzmann-Gibbs blast-wavefunction[60] inPb–Pbcollisions.Theyieldshavebeen extracted from the data in the measured pT region and the fit
functionshavebeenusedtoextrapolateintotheunmeasured(low and high pT) region. The low-pT extrapolation covers pT
<
0.4GeV
/
c forK∗0(φ
)andaccountsfor8.6% (7.2%)and12.5%(12.7%)ofthetotalyieldinthe0–10%and70–80%centralityclassesinPb–Pb collisions,respectively.Inppcollisions,theK∗0ismeasuredinthe range 0
<
pT<
20GeV/
c.Fortheφ
meson, thelow-pTFig. 2. pT-integrated particle yield ratios K∗0/K− and φ/K− as a function of
dNch/dη1/3 measuredatmidrapidityinpp,p–PbandPb–Pbcollisionsat √sNN
=5.02TeV.ForPb–Pbcollisionsat√sNN=2.76TeV,the
φ/
K− valuesaretakenfromRef. [14] andtheK∗0
/K−valuesaretakenfromRef. [42].Theratiosforp– Pbcollisionsare taken fromRef. [17].Statisticaluncertainties (bars)areshown togetherwith total(hollowboxes) andcharged-particle multiplicity-uncorrelated (shadedboxes) systematicuncertainties.Thermalmodelcalculationswith chemi-calfreeze-outtemperatureTch=156MeVforthemostcentralPb–Pbcollisions
[34,64] arealsoshown.EPOS3modelpredictions [32] ofK∗0/K and
φ/
K ratiosinPb–Pbcollisionsarealsoshownasvioletlines.
yield.Theextrapolatedfractionoftheyieldisnegligiblefor pT
>
20GeV
/
c. 4.2.ParticleratiosFig. 2 shows the K∗0
/
K andφ/
K ratios as a function of dNch/
dη
1/3 [46,47,51] forPb–Pb collisions at√
sNN=
2.76[14, 42] and5.02TeV,p–Pb collisionsat√
sNN=
5.02TeV [17] andppcollisions at
√
s=
5.02 TeV. The kaon yields in Pb–Pb at√
sNN=
5.02 TeV are from Ref. [51]. The dNch/
dη
1/3 measured atmidrapidity, is used here asa proxy for the systemsize. This is supported by the observation of the linear increase in the HBT radiiwith
dNch/
dη
1/3 [61,62].TheK∗0/
K ratiodecreasesforris-ing
dNch/
dη
1/3 while theφ/
K ratio is almost independent of dNch/
dη
1/3.Theratiosexhibit asmooth trendacrossthediffer-entcollisionsystemsandcollisionenergiesstudied.TheK∗0
/
K andφ/
K ratiosinPb–Pb collisionsat√
sNN=
2.76and5.02TeVareinagreementwithinuncertainties.
Theresonanceyieldsaremodifiedduringthehadronicphaseby rescattering(whichwouldreducethemeasuredyields)and regen-eration(whichwouldincreasethemeasuredyields).Theobserved dependenceoftheK∗0
/
K ratioonthecharged-particlemultiplicityisconsistentwiththebehaviorthatwouldbeexpectedif rescatter-ingisthecauseofthesuppression.Thefactthatthe
φ/
K ratiodoes notexhibitsuppressionwithcharged-particlemultiplicitysuggests that theφ
, which has a lifetime an order of magnitude larger than that ofthe K∗0, decays predominantlyoutside thehadronicmedium. Theoretical estimates suggest that about 55% of the of K∗0 mesonswith momentum p
=
1 GeV/
c, decaywithin 5 fm/
cofproduction (a typical estimate for the time between chemical and kinetic freeze-out in heavy-ion collisions [22,32,63]), while only7% of
φ
mesons with p=
1 GeV/
c decaywithin that time. This supports the hypothesis that the experimentally observed decrease of the K∗0/
K ratio with charged-particle multiplicity iscaused by rescattering. A similar suppression has also been ob-served for
ρ
0/
π
[15] and∗
/
[13] in central Pb–Pb collisionsrelativetoperipheralPb–Pbandppcollisionsat
√
sNN=
2.76TeV.Inaddition,theK∗0
/
K ratiofromthermalmodelcalculations with-outrescatteringeffectsandwithchemicalfreeze-outtemperatureFig. 3. Lowerlimitonthehadronicphaselifetimebetweenchemical andkinetic freeze-outasafunctionofdNch/dη1/3inp–Pb [17] andPb–Pbcollisionsat√sNN
=5.02TeV.Thebarsandbandsrepresentthestatisticalandsystematic uncertain-ties,respectively,propagatedtothelifetimefromtheuncertaintiesassociatedwith themeasuredK∗0/KratiosinPb–Pb (p–Pb)andppcollisionsat√s
NN=5.02TeV. Tch
=
156 MeV for the most central Pb–Pb collisions [34,64] isfound to be higher than thecorresponding measurements, while the measured
φ/
K ratio agrees with the thermal model predic-tions.The K∗0/
K andφ/
K ratiosinPb–Pbcollisionsarealso com-pared to EPOS3 model calculationswithand without a hadronic cascadephasemodeled byUrQMD [32].TheEPOS3model predic-tionsshowninthefigureareforPb–Pbcollisions at√
sNN=
2.76TeVbutnosignificantqualitativedifferencesareexpectedbetween the two energies. The EPOS3 generator withUrQMD reproduces theobservedtrendoftheK∗0
/
K andφ/
K ratioswhichfurthersup-portstheexperimentaldata.
The fact that K∗0
/
K− decreases with increasing dNch/
dη
1/3implies that rescattering of the decay products of K∗0 in the hadronic phase is dominantover K∗0 regeneration. This suggests that K∗0
↔
Kπ
is not in balance. Hence in Pb–Pb the K∗0/
K−ratiocan be used toget an estimate ofthetime between chem-icalandkineticfreeze-out,
τ
,as,[
K∗0/
K−]
kinetic= [
K∗0/
K−]
chemical×
e−τ/τK∗0, whereτ
K∗0 is the K∗0 lifetime. Here,τ
K∗0 is takenas 4.16 fm
/
c ignoring any medium modification of the width of the invariant mass distribution of K∗0. Furthermore, it isas-sumed that
[
K∗0/
K−]
chemical is given by the values measured in ppcollisionsandthePb–Pb collisiondataprovidesanestimatefor[
K∗0/
K−]
kinetic. This is equivalent to assuming that all K∗0’s that decaybeforekineticfreeze-outarelostduetorescatteringeffects and there is no regeneration effect between kinetic and chemi-cal freeze-out which issupported by AMPT simulations [31]. All theassumptions listedabove leadto anestimate of
τ
asalower limitforthetime spanbetweenchemical andkinetic freeze-outs. AdecreaseintheK∗0/
Kratiowithincreasingmultiplicityhas pre-viously alsobeenobserved in p–Pbcollisionsat√
sNN =5.02TeV[17].Thismightindicatethepresenceofrescatteringeffectinhigh multiplicity p–Pb collisions and is suggestive of a finite lifetime ofthehadronicphase.Forcomparisonwehavealsoestimatedthe hadronicphaselifetimeinp–Pbdata.Fig.3showstheresultsfor
τ
boostedbyaLorentzfactor(∼
1.65forp–Pb collisionsand1.75for Pb–Pb collision) asa function ofdNch/
dη
1/3.Neglecting higherorder terms, theLorentz factor isestimated as
1+ (
pT/mc)
2.Here m is the rest mass of the resonance and
pT is used as anapproximation forp forthemeasurementsatmidrapidity.The time interval between chemical and kinetic freeze-out increases withthe systemsize asexpected. Forcentral Pb–Pb collisionsat√
Fig. 4. Particleyieldratios(K∗0+K∗0)/(K++K−)inpanel(a)and(2φ)/(K++K−)inpanel(b),bothasafunctionofpTforcentralityclasses0–10%and70–80%inPb–Pb collisionsat√sNN=5.02TeV.Forcomparison,thecorrespondingratiosarealsoshownforinelasticppcollisionsat√s=5.02TeV.Thestatisticaluncertaintiesareshown
asbarsandsystematicuncertaintiesareshownasboxes.Inthetext(K∗0+K∗0),(K++K−)aredenotedbyK∗0andK,respectively.
Fig. 5. Particleyieldratios(K∗0+K∗0)/(π++π−)inpanel(a)and(2φ)/(π++π−)inpanel(b),bothasafunctionofpTforcentralityclasses0–10%and70–80%inPb–Pb collisionsat√sNN=5.02TeV.Forcomparison,thecorrespondingratiosarealsoshownforinelasticppcollisionsat√s=5.02TeV.Thestatisticaluncertaintiesareshown
asbarsandsystematicuncertaintiesareshownasboxes.Inthetext(K∗0+K∗0),(π++π−)aredenotedbyK∗0andπ,respectively.
kinetic freeze-out is about 4–7 fm
/
c. This is of the same order of magnitude asthe K∗0 lifetime, but aboutan order of magni-tude shorter than theφ
lifetime. A smooth increase ofτ
with systemsizefromp–Pb toPb–Pb collisionsisobserved.TheEPOS3 generatorwithUrQMDreproduces theincreasingtrendofτ
with multiplicity qualitatively [32]. If a constant chemical freeze-out temperatureisassumed, then the increase ofτ
withmultiplicity inPb–Pb collisionscorrespondstoadecreaseofthekinetic freeze-outtemperature.Thisisinqualitativeagreementwithresultsfrom blast-wave fits to identified particle pT distributions [51], whichare interpreted asdecrease inthe kinetic freeze-out temperature fromperipheraltocentralcollisions.
Further,to quantify the pT-dependenceofthe rescattering
ef-fect observed in Pb–Pb collisions, a set of pT-differential yield
ratios was studied: K∗0
/
K,φ/
K,K∗0/
π
,φ/
π
, p/
K∗0 and p/φ
asshowninFigs.4,5and6.Thechoiceoftheratiosismotivatedby thefollowingreasons:(a)theratioofresonanceyieldsrelativeto theonesofkaonsandpionscanshedlightontheshapesofthepT
distributionsofmesonswithdifferentmassandquarkcontent,and (b)theratiosoftheprotonyieldwithrespecttotheyields ofthe
resonancesallowcomparisonsamonghadronsofsimilarmass,but differentbaryon numberandquark contentto bemade. Forcase (a), ratiosin0–10%, 70–80%Pb–Pb collisions andpp collisions at
√
sNN
=
5.02TeVarecompared.Forcase(b),ratiosin0–10%Pb–Pbcollisions andpp collisions at
√
sNN=
5.02TeVare comparedwith0–5%inPb–Pb collisionsat
√
sNN=
2.76TeV.Theratiosfor70–80%inPb–Pbcollisionsareclosertothecorrespondingresults inpp collisions.Noticeably,therearedistinct differencesbetween centralandperipheral(pp)collisionsintheratiosforpT below
∼
2 GeV
/
c and intermediate pT (between 2 and 6 GeV/
c) but theratiosareconsistentathigher pT[42].
Atlow pT,theK∗0
/
KandK∗0/π
forcentralcollisionsarelowerthan in peripheral (pp) collisions, while the corresponding yield ratios for
φ
meson arecomparable within theuncertainties. This observation is consistent with the suppression of K∗0 yields duetorescatteringinthehadronicphase.Itdemonstratesthat rescat-tering affects low momentum particles. At intermediate pT, both
ratios show an enhancement forcentral Pb–Pb collisions relative toperipheralandppcollisions,whichismoreprominentfor
φ/
K,Fig. 6. Particleyieldratios(p+p)/(K∗0+K∗0
)inpanel(a)and(p+ ¯p)/(2φ)inpanel(b),bothasafunctionofpT for0–10%centralPb–Pb collisionsandinelasticpp
collisionsat√sNN=5.02 TeV.Forcomparison,similarratiosarealsoshownfor0–5%centralPb–Pb collisionsat√sNN=2.76 TeV [42].Thestatisticaluncertaintiesare
shownasbarsandsystematicuncertaintiesareshownasboxes.Inthetext(K∗0+K∗0
)and(p+p)aredenotedbyK∗0andp,respectively.
radialflowincentralcollisions relativetoperipheralandpp colli-sions [51].GiventhatthemassesofK∗0 and
φ
mesonsarelargerthanthose ofthe chargedkaonandpion,the resonances experi-encea largerradialfloweffect.IncentralPb–Pb collisions,for pT
below5 GeV
/
c, the p/φ
ratiois observed to be independent ofpTandthe p
/
K∗0 ratioexhibitsaweak pT-dependencewithintheuncertainties, in contrast to the decrease of both ratios with pT
observedinppcollisions. Inturn,thissuggeststhattheshapesof the pT distributionsaresimilarforK∗0,
φ
and p inthis pT range.Although the quark contents are different, the masses of these hadrons are similar, indicating that this is the relevant quantity indeterminingspectrashapes.Thisisconsistentwithexpectations fromhydrodynamic-based models [65,66]. Within the uncertain-ties,the p
/
K∗0 andp/φ
ratiosforcentralPb–Pb collisionsat√
sNN=5.02TeVand2.76TeV [42] areconstantatintermediate pT.This
isconsistent with theobservation ofsimilar order radial flow at bothenergies, obtained fromthe analysisof pT spectra ofpions,
kaonsandprotons [51].ForpT
>
6GeV/
c,theK∗0/
K,φ/
K,K∗0/
π
,φ/
π
,p/
K∗0 andp/φ
yieldratiosincentralcollisionsaresimilarto peripheral andpp collisions, indicating that fragmentationis the dominanthadronproductionmechanisminthis pT region.Thisisconsistentwithpreviousmeasurementsat
√
sNN =2.76TeV [42]. 5. SummaryThetransverse momentum distributionsof K∗0 and
φ
mesons havebeenmeasuredatmidrapidity(|
y|
<
0.
5)forvariouscollision centralities in Pb–Pb and inelastic pp collisions at√
sNN=
5.02TeV using the ALICE detector. The K∗0 yields relative to charged
kaonsin Pb–Pb collisionsshow a suppression withrespectto pp collisions, which increases with the system size, quantified us-ing
dNch/
dη
1/3 measured at midrapidity. In contrast, no suchsuppression is observed for the
φ
mesons. The lack of suppres-sionfor theφ
meson can be attributed to the fact that mostof themdecayoutsidethefireballbecauseofitslongerlifetime(τ
φ = 46.3±
0.4 fm/
c). Because of a shorter lifetime (τ
K∗0 = 4.16±
0.05 fm
/
c), a significant number of produced K∗0 decays in thehadronicmedium.Thedecayproduct(s)undergointeractionswith otherhadrons inthemedium resultingin asignificant changein their momentum, and no longer contributing to the K∗0 signal reconstructed in the experiment. Althoughboth rescatteringand regenerationarepossible,theresultspresentedhererepresentan
experimental demonstration of the predominance of rescattering effects in the hadronic phase of the system produced in heavy-ioncollisions.Theeffectofrescatteringincreaseswiththesystem size.Furthermore,theK∗0
/
K yieldratiosincentralPb–Pb collisions aresignificantlylowercomparedtothevaluesfromthermalmodel calculationswithoutrescatteringeffects,whilethemeasuredφ/
K yieldratioagreeswiththemodelcalculation.Thisfurther corrob-orates the hypothesis that rescatteringaffects the measured K∗0yields in Pb–Pb collisions. A lower limit for the lifetime of the hadronicphaseisdetermined byusingtheK∗0
/
KratiosinPb–Pb andpp collisions at√
sNN=
5.02 TeV.The lifetime, asexpected,increaseswithsystemsize.ForcentralPb–Pb collisions,itisabout 4–7fm
/
c.The pT-differentialyieldratiosofK∗0
/
π
andK∗0/
KarestudiedincentralPb–Pb,peripheralPb–Pb andppcollisionstounderstand the pT-dependence of the rescattering effect. It is observed that
rescatteringdominantly affectsthe hadronsat pT
<
2 GeV/
c. Atintermediate pT (2–6 GeV
/
c), theφ/
K,φ/
π
, K∗0/
π
, p/
K∗0 and p/φ
yieldratiosareenhancedincentralPb–Pb collisionsrelativeto peripheralPb–Pb andppcollisions.Inaddition,thespectralshapes ofK∗0,φ
andp,whichhavecomparablemasses,aresimilarwithintheuncertaintiesfor pT below5GeV
/
c inPb–Pb collisions. Thesemeasurementsdemonstratetheeffectofhigherradialflowin cen-tralPb–Pb collisionsrelativetoperipheralPb–Pb andppcollisions. Acomparisonofthe p
/
K∗0 andp/φ
ratiosforcentralPb–Pbcol-lisions at
√
sNN=
5.02and2.76TeV showstheconstancyof theratios with pT.Thisis consistentwiththeobservation of
compa-rable radial flow at
√
sNN=
5.02 TeV and2.76 TeV. For higher pT, above 6 GeV/
c, all the ratios agree within the uncertaintiesforcentralandperipheralPb–Pb,andppcollisions,indicatingthat particleproductionviafragmentationathightransversemomenta isnotsignificantlymodifiedinthepresenceofamedium.
Acknowledgements
The ALICE Collaboration would like to thank all its engineers andtechniciansfortheir invaluablecontributions tothe construc-tion of the experiment and the CERN accelerator teams for the outstanding performance ofthe LHC complex.The ALICE Collab-oration gratefully acknowledges the resources and support pro-videdbyallGridcenters andtheWorldwideLHCComputingGrid (WLCG) collaboration. The ALICE Collaboration acknowledges the
followingfundingagencies fortheirsupport inbuildingand run-ningtheALICEdetector:A.I.AlikhanyanNationalScience Labora-tory(YerevanPhysicsInstitute)Foundation(ANSL),State Commit-teeofScienceandWorldFederationofScientists(WFS),Armenia; Austrian Academy of Sciences, Austrian Science Fund (FWF): [M 2467-N36] and Nationalstiftung für Forschung, Technologie und Entwicklung,Austria; MinistryofCommunicationsandHigh Tech-nologies, National Nuclear Research Center, Azerbaijan; Conselho Nacionalde DesenvolvimentoCientífico e Tecnológico (CNPq), Fi-nanciadorade Estudose Projetos(Finep), Fundação de Amparoà Pesquisa doEstado de São Paulo (FAPESP)andUniversidade Fed-eraldoRioGrandedoSul(UFRGS),Brazil;MinistryofEducationof China (MOEC), MinistryofScience& Technology ofChina(MSTC) andNational NaturalScience Foundation ofChina (NSFC), China; Ministry of Science and Education andCroatian Science Founda-tion,Croatia;CentrodeAplicacionesTecnológicasyDesarrollo Nu-clear(CEADEN), Cubaenergía, Cuba; Ministry ofEducation, Youth and Sports of the Czech Republic, Czech Republic; The Danish Council for Independent Research | Natural Sciences, the Villum Fonden and Danish National Research Foundation (DNRF), Den-mark;Helsinki Instituteof Physics(HIP),Finland; Commissariatà l’ÉnergieAtomique (CEA), Institut Nationalde Physique Nucléaire et de Physique des Particules (IN2P3) and Centre National de la Recherche Scientifique (CNRS) and Région des Pays de la Loire, France; Bundesministerium für Bildung und Forschung (BMBF) andGSIHelmholtzzentrumfürSchwerionenforschungGmbH, Ger-many;GeneralSecretariatforResearchandTechnology,Ministryof Education,Research andReligions,Greece; NationalResearch De-velopmentandInnovationOffice,Hungary; DepartmentofAtomic Energy, Government of India (DAE), Department of Science and Technology, Government of India (DST), University Grants Com-mission,GovernmentofIndia(UGC)andCouncilofScientific and Industrial Research (CSIR), India; Indonesian Institute of Science, Indonesia;CentroFermi- MuseoStoricodellaFisicaeCentroStudi e Ricerche Enrico Fermi and Istituto Nazionale di Fisica Nucle-are (INFN), Italy; Institute forInnovativeScience and Technology, Nagasaki Institute of Applied Science (IIST), Japanese Ministry of Education, Culture, Sports, Science and Technology (MEXT) and JapanSocietyforthePromotionofScience(JSPS)KAKENHI,Japan; Consejo Nacional de Ciencia (CONACYT) y Tecnología, through FondodeCooperaciónInternacionalenCienciayTecnología (FON-CICYT)andDirección GeneraldeAsuntos delPersonalAcademico (DGAPA), Mexico;Nederlandse Organisatievoor Wetenschappelijk Onderzoek(NWO), Netherlands;The ResearchCouncil ofNorway, Norway; Commission on Science andTechnology for Sustainable Development in the South (COMSATS), Pakistan; Pontificia Uni-versidad Católica del Perú, Peru; Ministry of Science and Higher EducationandNationalScience Centre, Poland;Korea Institute of Science andTechnology InformationandNationalResearch Foun-dation of Korea (NRF), Republic of Korea; Ministry of Education andScientificResearch,InstituteofAtomicPhysicsandMinistryof ResearchandInnovationandInstituteofAtomicPhysics,Romania; Joint Institute for Nuclear Research (JINR), Ministry of Education and Science of the Russian Federation, National Research Centre KurchatovInstitute,RussianScienceFoundationandRussian Foun-dation for Basic Research,Russia; Ministry of Education,Science, ResearchandSportofthe SlovakRepublic, Slovakia; National Re-searchFoundationofSouthAfrica,SouthAfrica;SwedishResearch Council (VR) and Knut & Alice Wallenberg Foundation (KAW), Sweden;EuropeanOrganizationforNuclearResearch,Switzerland; Suranaree University of Technology (SUT), National Science and TechnologyDevelopmentAgency(NSDTA)andOfficeoftheHigher Education Commission under NRU project of Thailand, Thailand; Turkish AtomicEnergy Agency (TAEK), Turkey;NationalAcademy ofSciences ofUkraine,Ukraine; Science andTechnologyFacilities
Council (STFC), United Kingdom; National Science Foundation of theUnitedStatesofAmerica(NSF)and(DOENP),UnitedStatesof America.
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