SnowMass2021 Workshop on Opportuni es in Hadron Spectroscopy
Quakonium and related observables from proton-proton to heavy-ion collisions
Elena G. Ferreiro IGFAE, Universidade de San ago de Compostela, Spain
E. G. Ferreiro USC Quarkonium & related observables from pp to AA SnowMass2021 16/12/2020 Old paradigm: the three systems (understanding before 2012)
Hot QCD ma er: This is where we expect the QGP to be created in central collisions
QCD baseline: This is the baseline for “standard” QCD phenomena
Cold QCD ma er: This is to isolate nuclear effects in absence of QGP, e.g. nuclear pdfs
E. G. Ferreiro USC Quarkonium & related observables from pp to AA 1 SnowMass2021 16/12/2020 New paradigm: small systems Totally unexpected: the discovery of correla ons –ridge, flow- in small systems pA & pp • Smooth con nua on of heavy ion phenomena to small systems and low density • Small systems as pA and pp show QGP-like features
Two serious contenders remain today: • ini al state: quantum correla ons as calculated by CGC • final state: with (hydrodynamics) or without equilibra on The old paradigm that • we study hot & dense ma er proper es in heavy ion AA collisions • cold nuclear ma er modifica ons in pA • and we use pp primarily as comparison data appears no longer sensible
We should examine a new paradigm, where the physics underlying collec ve signals can be the same in all high energy reac ons, from pp to central AA
E. G. Ferreiro USC Quarkonium & related observables from pp to AA 2 SnowMass2021 16/12/2020
Why quarkonia? A li le bit of history
Poten al between q-an -q pair 4 α V(r) = − s + kr V(r) grows linearly at large distances 3 r
Screening of long range confining poten al r at high enough temperature or density.
Debye screening radius λD(T) depends on temperature
What happens when the range of the binding force becomes smaller than the radius of the V(r) state? r > λD
different states “mel ng” at different temperatures due to different binding energies: Debye screening
Quarkonia as a QGP thermometer
E. G. Ferreiro USC Quarkonium & related observables from pp to AA 3 SnowMass2021 16/12/2020
5.2 Nuclear modification factor RAA 9 where the relevant initial conditions are changed by varying the viscosity to entropy ratio, h/s, and the initial momentum-spaceMeasuring nuclear anisotropy.effects The initial: the temperature nuclear is determinedmodifica on by requir- factor AA ing agreement with charged particle multiplicity and elliptic flow measurements. The model of Du, He, and Rapp usesNuclear a kinetic-ratemodifica on equation factor R to simulateAA the time evolution of bottomo- • RAA<1: suppression nium abundances in ultra-relativistic heavy2 p� ion collisions. It considers medium effects with temperature-dependent binding energies,� � and/�� a� lattice-QCD-based�� equation• R ofAA=1: no nuclear state for the effects fireball evolution. Within� the current = theoretical and experimental uncertainties, both models AA 2 pp • RAA>1: enhancement are in agreement with the results. Ncoll � � /�����
PbPb 368/464 µ b -1, pp 28.0 pb -1 (5.02 TeV) p < 30 GeV Original mo va on to measure quarkonium 1.2 T CMS |y| < 2.4 Υ Cent. in nuclear collisions (AA): Signal of QGP 1 68% CL 95% CL 0-100%Observable: RAA vs energy density ϒ (1S) ϒ (2S) ϒ (2S) 0.8 ϒ (2S) ϒ (3S) ϒ (3S)
AA • The 3 upsilon states are suppressed R 0.6 Υ with increasing centrality 0.4
0.2 RAA[Υ(1S)] > RAA[Υ(2S)] > RAA[Υ(3S)]
0 0 50 100 150 200 250 300 350 400 => Sequen al mel ng
Figure 5: Nuclear modificationE. G. Ferreiro USC factors for the U( 1S ), UQuarkonium & related observables from pp to AA (2S) and U(3S) mesons as a function 4 of SnowMass2021 16/12/2020 N . The boxes at the dashed line at unity represent global uncertainties: the open box for h parti the integrated luminosity in pp collisions and NMB in PbPb collisions, while the full boxes show the uncertainties of pp yields for U(1S) and U(2S) states (with the larger box corresponding to the excited state). For the U(3S) meson, the upper limits at 68% (green box) and 95% (green arrow) CL are shown.
Figure 7 compares centrality-integrated RAA values at psNN = 2.76 TeV to those at 5.02 TeV. The centrality-integrated R for U(1S) is measured to be 0.376 0.013 (stat) 0.035 (syst), to AA ± ± be compared with the result at 2.76 TeV, 0.453 0.014 (stat) 0.046 (syst) [21]. The suppression ± ± at 5.02 TeV is larger by a factor of 1.20 0.15 (in which only the T uncertainty was consid- ⇠ ± AA ered correlated and therefore removed), although the two RAA values are compatible within the uncertainties. The centrality-integrated results for the U(2S) and U(3S) states at 5.02 TeV are R (U(2S)) = 0.117 0.022 (stat) 0.019 (syst) and R (U(3S)) = 0.022 0.038 (stat) AA ± ± AA ± ± 0.016 (syst) (<0.096 at 95% CL). Despite having a bigger binding energy than the already mea- sured y(2S) meson [18, 19, 27], no U(3S) meson signal is found in the PbPb data, in any of the studied kinematic regions. This suggests a pT- and binding-energy-dependent interplay of different phenomena affecting quarkonium states that is yet to be fully understood [49].
Since the suppression is expected to be larger for higher temperatures in the medium, the RAA results for the U(1S) meson at the two different collision energies can provide information on the medium temperature. The temperatures reported in the model of Krouppa and Strickland shown in Fig. 6 are T = 641, 631, and 629 MeV corresponding to 4ph/s = 1, 2, and 3, respec- tively. For the model of Du, He, and Rapp, the temperatures are in the range T = 550–800 MeV. The models, which are also in agreement with the results at 2.76 TeV [12, 50], predict increases ...but the situa on is by far much more complicate pA 1.4
pPb p-Pb sNN = 8.16 TeV
R • There are other effects, not related to 1.2 ALICE inclusive J/ψ LHCb prompt J/ψ (PLB 774 (2017) 159 ) colour screening, that induce suppression 1 of quarkonium states 0.8 • These effects are not all mutually 0.6 EPS09NLO + CEM (R. Vogt) nCTEQ15 (J. Lansberg et al.) exclusive EPPS16 (J. Lansberg et al.) 0.4 CGC + NRQCD (R. Venugopalan et al.) CGC + CEM (B. Ducloue et al.) • They should be also taken into account in 0.2 Energy loss (F. Arleo et al.) Transport (P. Zhuang et al.) AA collisions Comovers (E. Ferreiro) 0 −5 −4 −3 −2 −1 0 1 2 3 4 5 y cms Figure 30: Comparison of the• ALICEModifica on [598] and LHCb of [599the] measurements gluon flux of the ini al-state nuclear modification effect factor ofw J/ Nuclearproduction PDF in in nuclei: nPDF shadowing pPb collisions at psnn = 8.16 TeV with several model calculations [25, 75, 600–604]. Note that the curves labelled nCTEQ15 and EPPS16 are obtained after reweighting the corresponding nuclear PDF sets using LHC heavy-flavour data. Figurew fromGluon Ref. satura on [598]. at low x: CGC Warning (by JPL): The J.Lansberg et al curves are reweighted nPDF;this should be state; and in fact I am not the first author ... Warning (by MW): point taken. However,• I lookedParton up and propaga on the reference is arxiv: in medium 1610.05382, where ini al you/final are firsteffect author w Coherent energy loss Warning (by JPL): Well the reference is incorrect. Just look : nCTEQ and EPPS16 have the same uncertainties; it’s only possible after •reweighting. Quarkonium- I will try to updatehadron the plot interac on with Acrobat. The final- correctstate ref is [effect26]. w Comover interac on w Nuclear break-up 1700 It is worth making remarks on some essential issues in the model calculations. Firstly, the fundamental 1701 mechanisms of the heavy-quark• QGP- pairlike production effects? in pA collisions could be quite di↵erent from that in pp 1702 collisions. In particular, when PT (mQ) or less and when one specifically addressed PT dependent E. G. Ferreiro USC ⇡O Quarkonium & related observables from pp to AA 5 SnowMass2021 16/12/2020 1703 quantities as oppose to integrated ones, the perturbative QCD collinear factorisation approach for quarko- 1704 nium production is no longer the most reliable theoretical approach [51, 52]. Remark (by JPL): Please verify 1705 the relevance of [51]. To simplify I would cite review. Maybe [35].As discussed in Secs. 2.2 and 4, the trans- 1706 verse momentum dependent (TMD) factorisation framework should take over the collinear factorisation for 1707 heavy-quark pair production when P m , which makes the nPDFs e↵ect unclear. T ⌧ Q 1708 For evaluating nuclear e↵ects in the TMD factorisation approach, we must clarify how to include 1/3 1709 nuclear size or A enhanced power corrections [605–607] into the leading-twist TMD factorisation ap- 1710 proach [608], although the power corrections in hadronic collisions cannot be factorised beyond the sub- 1711 leading power [67, 609], in general. Besides, we must understand how nuclear dependence comes into 1712 non-perturbative TMD distributions [610]. Interestingly, it has been clarified that the leading-twist TMD 1713 factorisation framework can be recovered by getting rid of higher body scattering corrections in the CGC 1714 framework [542, 611, 612]. Therefore, precautions are required to compare nPDFs with parton saturation 1715 e↵ects. We can study higher twist e↵ects by considering “clean” processes, such as Drell-Yan process in 1716 pA collisions, and semi-inclusive nuclear DIS at the Electron-Ion Collider. See Sec. 5.2.5 for experimental 1717 prospects. 1718 It has been argued that if the quarkonium is produced at a very forward rapidity the hadronisation of the 1719 pair takes place outside of the colliding heavy ion (see e.g. [613] and references therein). Multiple scattering 1720 of the produced pair in the nuclear medium could enhance its invariant mass so much (beyond the DD¯ or 1721 BB¯ mass threshold) to prevent the pair from binding leading to a threshold sensitive suppression [614].
61 20 CHAPTER 1. FROM QUANTUM CHROMODYNAMICS TO THIS THESIS 1.2. J/y PRODUCTION IN HEAVY-ION AND PP COLLISIONS 19
393 culations, one can compare to leading-order calculations like the ones implemented in 394 PYTHIA. As explained in the previous section, In LO and NLO order NRQCD models, 395 the cc¯ pair is a short distance perturbative process via color-singlet or color-octet chan- 396 nels. In the color singlet channel no gluon radiation is emitted. On the other hand, the
p = 397 color-octet quark-antiquark emits a soft gluon radiation. in pp collisions at s 7 TeV. The measurements are shown as a function of pT and in several bins of rapidity. Cal- 4 4 4 culations from POWHEG [152] (matched398 In to NLL’ PYTHIA calculations, [151]) and MC@NLO a [ hard47, 153] gluons (matched to is HERWIG first produced[46]), in the short-distance process with are found to reproduce the data. Measurements from both lifetime- and lepton-based tagging methods are shown. 0.30 0.300.30a z(J/ ) distribution for each of the five mechanisms.0.300.300.30a z(J/ ) distribution for each of the five mechanisms.0.300.30a z(J/ ) distribution for each of the five mechanisms.0.30 399 virtualityB&K of order of a jet energyFrom scaleB&K the GFIP (EJ). calculations, The gluon we know is as a allowed functionFrom of B&K the to GFIP shower calculations, until we know one as a of functionFrom of the GFIP calculations, we know as a function of 2.2.4. Prompt charmonium 0.25 0.250.25z the fraction of J/ that survive the muon cut and0.250.250.25z wethe fraction of J/ that survive the muon cut and0.250.25z wethe fraction of J/ that survive the muon cut and0.25 we 400 In this section, we show and discuss athe selection gluons of experimental in the measurements shower reaches of prompt charmoniumapply a virtuality this correction production to comparable our analytic calculations. to two Theapply times this correction the to mass our analytic of calculations.the c Theapply this correction to our analytic calculations. The 0.20 0.200.20z(J/ ) distributions from each mechanism are weighted0.200.200.20z(J/ ) distributions from each mechanism are weighted0.200.20z(J/ ) distributions from each mechanism are weighted0.20 at RHIC and LHC energies. We thus401 focusquark. here on the The production gluon channels then which hadronizes do not involve beautyproducing decays; these a J/y. were discussed in the Section 2.2.3. 0.15 Figure 1.15:0.150.15by Left: the factors Prompt in Eq. J/ (2)y asyield before. as The measured FJF is appropri-0.150.15 by0.15by the LHCb factors [57] in Eq. at (2) 7 as TeV before. compared The FJF is to appropri-0.150.15by the factors in Eq. (2) as before. The FJF is appropri-0.15 402 These calculations can bedifferent implemented theoryate for predictions:n-jet in crossPYTHIA sections Prompt likeusing Eq. NLO (1). Inclusive two NRQCD methods. FJFsate [59], for n-jet Direct cross The NLO sections first CSM like is Eq. [60], Gluon (1). Direct Inclusive FJFsate for n-jet cross sections like Eq. (1). Inclusive FJFs Historically, promptly produced J/ and (2S)0.10 have always been studied in the dilepton0.10 channels.0.10[26–29] di Except↵er by a for contribution the from out-of-jet radiation0.100.100.10[26–29] di↵er by a contribution from out-of-jet radiation0.100.10[26–29] di↵er by a contribution from out-of-jet radiation0.10 PHENIX, STAR and ALICE experiments, the recent studies in fact only considerNNLO dimuons⇤ whichCSMthat o [61]↵ iser power a and better suppressed Prompt signal- for NLOR O(1) CEM [37]. [62]. Right:that is power Polarisation suppressed for parameterR O(1) [37].lq for that is power suppressed for R O(1) [37]. 403 Fragmentation0.05 Improved PYTHIA0.050.05(GFIP), where events⇠ corresponding0.050.050.05 to hard⇠ produc- 0.050.05 ⇠ 0.05 over-background ratio and a purer triggering. There are manyGFIP recentFJF experimentalprompt studies. J/y from InFig. Figure 2LHCb shows9,GFIP we [58]the show predicted comparedFJFz(J/ to) distributions different model forFig. 2 predictions: showsGFIP the predicted directFJFz(J/ NLO) distributions CSM forFig. 2 shows the predicted z(J/ ) distributions for / / p = 4 only two of these. First we show404 d dptionT for prompt0.00 of c Jareat generateds 7 GeV as measured using[63] and by MadGraph three LHCb0.000.00the NLO three compared choices NRQCD [68], to of a LDME’s few calculations then in TablePYTHIA I [63, using 64, theis0.00 65]. GFIP0.000.00the used three choices to shower of LDME’s in the Table event I using the0.00 GFIP0.00the three choices of LDME’s in Table I using the0.00 GFIP predictions for the prompt yield from the CEM and from0.2 NRQCD0.4 at NLO0.6 9 as well0.8 as the direct(gray) yield0.2 and0.210 FJFcompared0.4 (red)0.4 methods, to 0.60.6 which0.8 are0.8 in good agree-(gray)0.20.2 and0.2 FJF0.40.4 (red)0.4 methods,0.60.60.6 which0.80.80.8 are in good agree-(gray)0.20.2 and FJF0.40.4 (red) methods,0.60.6 which0.80.8 are in good agree- 0.2 0.4 0.6 0.8 ? 0.30 a0.30 NNLO0.30 CS evaluation. Our point405 heredown is to emphasise0.300.300.30 to a the scale precision of of the2m datac, and where to illustrate0.30 jetsment.0.30 that are Uncertainties at low reclustered and mid are due to the using LDMEs jet only.0.30 algorithms0.30ament. Inz(J/ Uncertainties) distribution like are fordue each the to of anti- the the LDMEs fivek mechanisms.T. only.0.30ment. In Uncertainties are due to the LDMEs only. In the case of Ref. [13], the errors in Table I are supple-Fromthe case the of GFIP Ref. calculations, [13], the errors we inknow Table asa I arefunction supple-the of case of Ref. [13], the errors in Table I are supple- pT –which is the region where heavy-ion studies areChao carried et out– al. none of⇠ the models can simply be ruledChaoB&K out et owingal. to Chao et al. 0.25 0.250.25 406 The0.25 second0.250.25 method is the Fragmentation0.250.25 Jet Function (FJF), where0.250.25 the jet fragmentation 0.25 their theoretical uncertainties (heavy-quark mass, scales, non-perturbative parameters, unknownmented QCD with and an relativistic error correlation matrix [40]. In Ref. [12]zmentedthe fraction with an of errorJ/ correlationthat survive matrix the muon [40]. cut In Ref. and [12]mented we with an error correlation matrix [40]. In Ref. [12] 384 3 [8] 3 [8] apply thisPYTHIA correction to our analytic3 [8] calculations.3 [8] The 3 [8] 3 [8] 0.20 0.200.20 0.200.200.20 nonprompt0.20 J/a0.20 fixedy to relationship the NRQCD between predictions the S1 and implementedPJ LDMEs0.20a fixed in relationship between8. The the nonpromptS1 and PJ re-LDMEsa fixed relationship between the S1 and PJ LDMEs corrections, ...). Second, we show407 the fractionfunctions of J/ from areb combineddecay for y close with to 0 at hardps =0.207 events TeV as function generated of at LO. It starts0.20z(J/ ) backwards, distributions from each by mechanism resum- are weighted0.20 385 sults are consistentis required with to obtain the unpolarizedPYTHIA J/8 prediction,. This constraint whereis is required both to obtaindataand unpolarized simulationJ/ . This show constraintis is required to obtain unpolarized J/ . This constraint is pT as measured by ALICE [108], ATLAS [170] and CMS [171]. At low pT, the di↵erence between the inclusive by the factors in Eq. (2) as before. The FJF is appropri- 0.15 0.150.15 408 0.150.150.15 0.15taken0.15 into account when computing the uncertainty0.150.15 duetaken into account when computing the uncertainty0.15 duetaken into account when computing the uncertainty due ming the logarithms386 of mJ/y/EJ from the scale of 2mc to EJ. MadGraph then continues and prompt yield should not exceed 10% – from the determination of the bb,a it sizeable is expected jetto to theactivity be LDMEs. a few accompanying percent These constraints at significantly the J/y. reduce However,ate theto the for LDMEs.n for-jet cross the These sections prompt constraints like component, Eq. significantly (1). Inclusive reduce a FJFsto the the LDMEs. These constraints significantly reduce the 0.10 0.100.10 0.100.100.10 0.100.10 0.10 RHIC energies [111]. It however steadilywith grows the with factorizationpT. At the highest p387T withreacheddiscrepancy LO at the perturbation LHC,0.10uncertainty is seen the majority between in the ofpredictions processes. the data and relative the to LO naively NRQCD-based adding0.10[26–29]uncertainty di↵er inprediction by the a contribution predictions implemented relative from out-of-jet to naively in radiation0.10 addinguncertainty in the predictions relative to naively adding inclusive J/ is from b decays. At p 10 GeV, which could be reached in future quarkoniumuncertainties measurements in Table in I in quadrature. Other sourcesthatuncertainties is power suppressedin Table I for in quadrature.R O(1) [37]. Other sourcesuncertainties in Table I in quadrature. Other sources 0.05 0.050.05 ...but the situa on is by far much more complicateT ' 0.050.050.05 GFIP FJF388 PYTHIA 8, which0.050.05 includesGFIP both color-octetFJF and color-singlet 0.050.05 mechanisms.GFIP FJF Prompt⇠ pp J/y are0.05 Pb–Pb collisions, it is already 3 times higher than at low p :1J/ out of 3 comes from b decays.of uncertaintyGFIP such as scaleFJF variation have not beenof in-Fig. uncertainty 2 shows such the as predicted scale variationz(J/ ) have distributions not beenof for in- uncertainty such as scale variation have not been in- T 4 0.00 0.000.00 0.000.000.00 observed to0.00cluded. be0.00 much Estimating less isolated theory uncertainties in data than reliably predicted in0.000.00the cluded. three by Estimating choices LO NRQCD. of LDME’s theory uncertainties in Table I using reliably the0.00 inGFIPcluded. the Estimating theory uncertainties reliably in the 0.2 0.4 0.6 0.8 0.20.2 • 0.40.4Fragmenta on0.60.6 0.80.8 of J/0.20.2ψ0.2 in jets: 0.40.40.4 0.6J/0.60.6ψ much0.80.80.8 lessabsence isolated0.2 of0.2 a complete0.40.4 in data factorization0.60.6 theorem0.8than0.8 is dipredicted cult.(gray)absence0.2 and0.2 of FJFa complete 0.4 (red)by0.4 LO NRQCD methods, factorization0.60.6 which theorem0.8 are0.8 in good is di agree-cult.absence0.2 of a complete0.4 factorization0.6 0.8 theorem is di cult. 4 0.300.30 3.50.300.30 0.3 0.303.50.30aFor0.30z(J/ example,) distribution using the for FJF each method, of the the fiveµ mechanisms.dependence0.300.303.50.30ment.For example, Uncertainties using the are FJF due method, to the LDMEsthe µ dependence only.0.30For In example, using the FJF method, the µ dependence σ
B 1 / 10 f rience with single inclusiveFrom the LHC GFIP data calculations, [29], oneLHCb we expects know as a function of σ Dataof the (syst) FJF shouldDPS be cancelled by µ dependence in hardtheof the case FJF of should Ref. [13], be cancelled the errors by inµ Tabledependence I are supple-in hardof the FJF should be cancelled by µ dependence in hard 3.0 BodwinB&K et al. ALICE, |y |<0.9 pp, s3.0=7 TeV ChaoBodwin et al.et al. 3.0 Bodwin et al.
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dy agreementCMS, |y |<0.9 with data at large p . It is very interesting to ! 0.7 J/ψ 0.2 z(J/ ) distributions⊥ from each mechanism are weighted Ψ
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However, 0.050.05 0.050.05 333 of jet-grooming techniques0.050.050.05 might also be helpful⇠ in further removing0.050.050.05uncertainties contributions in Table of I softin quadrature. radiation, Other and sources0.05 0.5 GFIP 0.3 FJFthe small x formalism0.5 [50]. SinceGFIPGFIP leading orderFJFFJF collinear 0.5 GFIP FJF 334 allow for an improvedit convergenceFig. is not 2 clear shows how ofthe estimate experimental predicted thesez(J/ uncertainties. studies) distributions and theoreticalofit for isuncertainty not clear calculations. how such estimate as scale these variation uncertainties. have not beenit in- is not clear how estimate these uncertainties. FIG. 2. J/ψ differential cross section as a function of J/ rapidityψ producedfactorization results for heavy quark pair production are 0.000.00 at LHC. 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LHCb data than default PYTHIA shown in Ref. [1]. 305 tweencomplemented the two formalisms. with subsequent In the parton low showering.p⊥ region, The a further observable measured in both experiments is the 0.30 0.30 0.30 0 0.2 0.4 0.6 0.8 1 0.30 3360 Multiplicity-dependentrefinement of our formalism3.50.30ment.This studies gives Uncertainties will of support include quarkoniajet to are resummation the due production picture to the of LDMEs of quarkonium give insight only.0.30 pro-ForThis In into example, gives the potentialsupport using the to correlations the FJF picture method, of between the quarkoniumµ dependence pro-This gives support to the picture of quarkonium pro- unintegrated pdfs at large x is important. Note that this 306 1 10 p (GeV/c) = / / logarithmstransverse momentum of p⊥/M for fraction,t p⊥ z MP [52–54].P , carried outz by(J/ theψ ) quarkonium state J inside the correspond- FIG. 2. Predicted z(J/ ) distribution337 hard using (heavy-quark GFIP (gray)FIG. production) 2.theduction Predicted case≪ in of Ref.and Ref.z(TJ/ [33] soft[13],)T distribution and the(charged this errors letter. using in particle Table GFIP The LDMEsI (gray)multiplicity) areFIG. supple- 2. fromofduction Predictedthe processes.FJF in shouldRef.z(J/ [33]) be distribution It and cancelled improves this letter. usingby µ ourdependence GFIP The under- LDMEs(gray) in hardfromduction in Ref. [33] and this letter. The LDMEs from matching condition allowed us to fix the radiusChao Retp al.which Most of the experimental3.0 Bodwin data presented et al. are for inclu- NLL’: a hard gluon is first produced 0.25 0.25 0.250.25 307 ing jet. This observable0.25 is indicative of the fragmenting parton’s momentum0.25 carried by the quarkonium was the only normalization parameterand FJF (red) in Eqs. for the (2) three and choices (6)338 ofstandingsive LDMEJ/ inψ Tableofproduction. the 1 andand initial FJFmentedglobal These states (red) fitsfor includewith of the [5, hadronic an three6] error giveJ/ choicesψ worsecorrelation’s collisions produced of agreement LDME matrix such fromin Table than [40]. as the1 multiparton Inand fitsRef. FJF from [12]andglobal (red) soft interactions for fits functions the [5, three 6] give choices that (MPI). worse have of agreement LDME Figurenot been in Table2 than computed.and 1 the and3 fits Note fromglobal fits [5, 6] give worse agreement than the fits from –theapparentOur interpreta onαs dependence(a) the cancels of R LHCb measurements out whenrelies Eq. of zon( (4)J/339 ).the308showBstate.-meson assump on the Theoretical normalised(b)decaysthe as predictions LHCb well2.5 of cc aRefs. yields fixed measurements as [12, promptrelationship for ofproduced 13]. the quarkonia The LHCb of productionz between(LHCbJ/ data). production data havebefore the of is3 beenJ/S a[8]ψ decreasingand’s. provided at the3 mid-P [8]the QGP functionLDMEs in LHCb and [78thatRefs.] forward-rapidity measurements by since [12, J/ using the13].ψ fragmentation-jet-produced normalization The of z( LHCbJ/ as). a data of function at theoretical islater a decreasing of mes curves the function is fixedRefs. [12, 13]. The LHCb data is a decreasing function 0.20 0.20 is substituted in these equations. It0.20 is0.20 thereforeAA striking The latter includes feeddown0.20 from higher excited char-1 J 0.20 340 chargedFigure particle 1.16: multiplicity z distributions at mid-rapidity for dpromptNch/d⌘ for (left)pp andcollisions nonprompt at ps = (right)5.02 and J/ 13y compared TeV, respec- to that our results explain both the overall normalization 309 moniumfunctions. states as well2.0isof required asz(J/ direct) to as obtainJ/z(J/ψ production.) unpolarized1. ThisJ/ How- is. a This property constraint ofto theof is thez(J/ LHCb) as data,z(J/ any) scale1. Thisvariation is a that property a↵ects of nor-of thez(J/ ) as z(J/ ) 1. This is a property of the 341 tively [82]. The quarkonium production increases linearly as a function of multiplicity at forward rapidity at Y = 0 and the relative normalization at forward ra- ever we only considered[1] direct J/[8]ψ production! contribu-[8] [8] [1] [8] ! [8] [8] [1] [8] ! [8] [8] 0.15 0.15 / 0.150.15 p = 310 ↵ predictions0.15 obtainedtaken3 into1 account from whenPYTHIA computing8. The3 the (DPS) uncertainty3 double0.15 duemalization3 and1 (SPS) but not single the shapes parton of the3 scatteringz(J/ ) distribution3 3 1 3 3 Figure 9: (a) Prompt J yield as measured by LHCb [172] at s 7 TeV compared342 towhile di erentAs at theory shown mid-rapidity, predictions in Fig. 1, referred forS theJ predictionsand/ to, asS a “prompt fasterFJFs, that thanNLO rely but onnot linear the the fragmentation increaseS and isP observed pictureFJFs,S inand NRQCD bothS for reproduceFJFs, the p but-integrated many not the S andandp P- FJFs,S and S FJFs, but not the S and P FJFs, pidities after matching the pdfsof the smoothly? data in these to the bins. dipole tion in our theoryof the results.1.5 data1 in these Nevertheless,0 bins. the compari-1 ofJ the data1 in these0 bins. T 1 T J 1 0 1 J NRQCD”[173amplitude], ”DirectNLO at x CS”[=057.,01.58], “DirectFigure NNLO CS” 1.17:[61, 62] and Predicted “Prompt NLO311dison↵important CEM”erential is z meaningful. [distribution174 features]. cases. (b) Fraction Noof Firstly, thetowhich strong of data.the J/ LDMEs. using theactuallyfrom However,energyB B-meson as These diverge measuredand GFIP the constraintsquarkoniumquantitative decay as z (gray) contribu- significantly1. agreement state In orderand dependence strongly reduce to FJF obtain thewillwhich depends (red) not is actuallyobserved contribute on for the diverge used atthree to forwardthe values as uncertainty.z choices of rapidity.1. In Especially order of to atobtain lowwhich actually diverge as z 1. In order to obtain 0.10 0.10 • Quarkonium vs Our0.10 second0.10mul plici es method, which we can refer tocontributions asimprove the FJFOur0.10 second our to the method, understanding prompt which prediction we refer to are as of the also FJFthe shownOur0.10 second ini al [66]. method, & final which we refereffects to as the FJF by ALICE[108], ATLAS [170] and CMS [171] at ps = 7 TeV in the central rapidity region.tion in the small p⊥1.0uncertaintyregion is small,in the predictions of order! lessrelative than to3 naively[8] adding3 values[8] of z, the underlying event! and double3 [8] parton scat-3 [8] ! 3 [8] 3 [8] 312 negligible polarization at high p ,the S and Pnegligible polarization at high p ,the S and Pnegligible polarization at high p ,the S and P method, employs FJFs combined with10%.LDMEs. hard Secondly, events Even-though gen-method, the LDMEs these employs exploratory in FJFs [4] combined are studies obtained have with given hardT by fit-a events great1 gen-insightmethod, intoJ employs the quarkonium FJFs combined production with hardT events1 gen- J T 1 J LDMECGC%NRQCD and the LHCb measurementsuncertainties of z in [67]. Table I in quadrature. Other sourcestering give additional theoretical uncertainties. However, 0.05 0.05 S &0.2 TeV for RHIC NLO0.05 NRQCD0.05 313 ting prompt J/ψ data.0.05LDMEs Thus of feeddown Refs. [12, contributions 13] have relative are signs such0.05 thatLDMEs of Refs. [12, 13] have relative signs such thatLDMEs of Refs. [12, 13] have relative signs such that 105 erated by MadgraphGFIP at LO. In calculatingFJFat large the momentum, FJFs, log-erated more0.5 by Madgraph detailed studiesGFIP at LO. are In necessary calculatingFJF to the obtain FJFs, a more log-erated comprehensive by Madgraph at picture. LO. In calculating the FJFs, log- S &7 TeV for LHC For Ψ' Ini al- 100'LHCb,2(y(4.5 already389 roughly estimatedof uncertainty in our such results. as scale With variation1 [8] the ex- have not beenit in- is not clear how estimate these1 [8] uncertainties. 1 [8] 4 For J!Ψ they roughly cancel, so the S dominates productionthey roughly cancel, so the S dominates productionthey roughly cancel, so the S dominates production 10 artihms of m /EJ are resummedpressions using leading in [11] orderartihms for the of higherm /E charmoniumJ are resummed states, using0 a fullyleading orderartihms of m /EJ are resummed using0 leading order 0 0.00 0.00 ALICE,0.000.00$y$(0.9J/ /0.00.00 cluded.+ ⇡⇡J/ Estimating theory uncertainties reliably in0.00 the J/ For excited states, there is an interestingATLAS, alternative$y$(0.75 to the sole dileptonconsistent channel,390 An treatment namely alternative J of prompt to. the ThisJ/ standard isψ particu-production production data is approach,All also three based choices on of LDMEs NRQCD, give better is the agreement J/y to # and J/ 0.2are unpolarized.0.4 0.6 The same0.8 cancellation hereand al- J/ are unpolarized. The same cancellation hereand al- J/ are unpolarized. The same cancellation here al- 0.2 0.4 0.6 0.8 0.2 0.4103 0.6 0.8 DGLAP0.2'LHCb,2 equations(y0.2(0.24.5 to evolve0.40.4state the fragmentation0.6 0.6 0.80.8 functionsDGLAP equations0.2 to evolve+0.4 the fragmentation0.6 0.8 functionsDGLAP equations0.2 to evolve0.4 the fragmentation0.6 0.8 functions 0.1'PHENIX,$y$(0.35 feasible in the near future.absence Asof a a complete first step, factorization we compare theorem is di cult. GeV / +⇡⇡ µ µ +⇡⇡ the LHCb data than default PYTHIA shown in Ref. [1]. larly relevant since! more than 50% of the (2S)0.1'STAR, decay$y$( in1 this channel. The decay chain (2S) J 2 409 391 ′ lows the z(J/ ) distribution go to zero as z(J/ ) lows1. the z(J/ ) distribution go to zero as z(J/ ) lows1. the z(J/ ) distribution go to zero as z(J/ ) 1. nb 10 from the' scale 2m($c$(to the jet energyour scale, resultsproductionEJ . for Mad- thefromψ the withindi scalefferential 2m partonc to cross the showers section jet energy as [67],scale, a func-E orJ . within Mad-from the jets. scale In 2m thisc toapproach, the jet energy analytical scale, EJ . Mad- cal- 0.30 " + 0.013.50.30PHENIX,1.2 y 2.2 0.30!For example,! using the FJF method, the µ dependence!This gives support to the picture of quarkonium! pro- !
dy µ µ / effects+ ⇡⇡ : is four times more! likely than (2S) . The final state J istion also of thep⊥ onewith via data which inSuch the Fig. aX cancellation3.(3872) In this was comparison, does first not occur we for set the LDMEs fromSuch a cancellation does not occur for the LDMEs fromSuch a cancellation does not occur for the LDMEs from
! 10 graph calculates the remaining terms in the factorizationgraph calculates the remaining terms in the factorizationgraph calculates the remaining terms in the factorization 410! 392 culationsFIG. were 2.of thePredicted performed FJF shouldz(J/ ′) be todistribution cancelled next-to-leading-log-prime byusingµ dependence GFIP (gray) in hard (NLL’). To understand NLL’ cal- dp The z distributions predictedthe charm quark by mass this to be approach,m = M /2 1 calculated.84 GeV and using both GFIP and FJF meth- ! 3.0 Bodwin et al. ψ duction in Ref. [33] and this letter. The LDMEs from seen at pp collidersΣ [175, 181]. ATLAS released [136] the most precise study to date of (2S)the production global fits up so to thep z≈of(J/ ) distribution starts to turnthe global fits so the z(J/ ) distribution starts to turnthe global fits so the z(J/ ) distribution starts to turn 0.25 2 theorem0.25 to LO in perturbation theory. This does nottheorem in- 0.25 to LO in perturbationT theory. This does nottheorem in- to LO in perturbation theory. This does not in- d 1. Satura onused the CO LDMEsand FJFand extracted (red) soft for functions the in three [49]. choicesthat Theory have of LDME not and been indata Table computed. 1 and Noteglobal fits [5, 6] give worse agreement than the fits from agree well. However,up if weat large set mz(J/=1)..5GeVforψ′,the up at large z(J/ ). up at large z(J/ ). !1 411 clude NLL’2.5 resummation for the remaining terms in theclude NLL’ resummation for the remaining terms include the NLL’ resummation for the remaining terms in the 10 ods are shown in Fig. 1.17 forthe LHCb threethat measurements since choices the normalization of z(J/ of). NRQCD of theoretical curves LDME: is fixedRefs. [12, B&K 13]. The [69, LHCb 70], data is Chao a decreasing et function 0.20 factorization0.20 thereom, howeverin high theresultsz( J/ )dependence overshootfactorization the0.20 data.To summarize, thereom, As noted, however we one have anticipates theanalyzedz(J/ the)dependence the recent LHCbfactorization dataTo summarize, thereom, however we have the analyzedz(J/ the)dependence recent LHCb dataTo summarize, we have analyzed the recent LHCb data 9 10!2 2.0 sensitivity to the quarkto the mass LHCb in the data, short any scale distance variation cross that a↵ects nor-of z(J/ ) as z(J/ ) 1. This is a property of the Let us stress that the NRQCD band in Figure 9(a) is not drawn for pT lower than 5 GeV because such a NLO NRQCD fit overshoots the data 412 al.of the [65], cross section and is controlled Bodwin primarilysections et by al. to the be [71]. FJF. oofffset the by crosson When theirJ/ sectionproduction dependence compared is controlled within in theprimarily jets. LDMEs. Weto usedby the the a combination FJF. LHCbof the crosson[1]J/ data sectionproduction[8] is for controlled within prompt! primarily jets. We J/by used[8] y the aat FJF.combination[8] on J/ production within jets. We used a combination 0.15 0.15 ′ 0.15malization but not the shapes of the z(J/ ) distribution3 1 3 3 in this region and since data0 at low5 pT are10 in fact not15 used in20 this fit. For25 a complete30 mul plicity discussionHowever, of NLO for CSMψ/NRQCD, only two results linear for the combinationspT-integrated of the three S1 and S0 FJFs, but not the S1 and PJ FJFs, The energy1.5 distribution of hard partons is combined withofThe the′ energy dataof Madgraph, indistribution these bins. PYTHIA, of hard partons and LO is NRQCD combined fragmentation withThe energyof Madgraph, distribution PYTHIA, of hard partons and LO is NRQCD combined fragmentation with of Madgraph, PYTHIA, and LO NRQCD fragmentation p!"GeV# CO LDMEs of ψ canwill be not determined contribute to [49]; the uncertainty.because it Especiallyis at low yields, see [67]. As regards the CEM curves, an uncertainty band should also be drawn (see for instance [169]). ′ Excitedwhich over actually ground diverge as statez 1. to In order to obtain 0.10 Satura on physics at low 413 13the FJFs TeV,0.10 for theseanti-pT kT jets calculations [39] with R =0.5 to showed producethe Our FJFs0.10functions second a forψ better anti-3 method, first[8]kT jets introduced agreement which [39] with we in referR Ref.=0 to [33]′.5 withas to as the produce well FJFthe data as anFJFs ap-functions than for anti- firstkPYTHIAT jets introduced [39] with8. inR Ref.=0 [33].5 to as produce well as anfunctions ap- first introduced in Ref. [33] as well as an ap- 10 ↵ 1.0 pp? unconstrained, we setvalues( ofPz0, the) underlying=0here.Thus event andψ doublehas parton scat- ! 3 [8] 3 [8] The expected di erence′ between prompt and direct is discussed later on. ⟨O ⟩ negligible polarization at high p ,the S and P FIG. 3. The ψ (top curve) and J/ψ (other four curves) differ- larger systematicmethod, uncertainties employs FJFs relative combined to J/ withψ that hard sub- events gen- T 1 J collinear factoriza on at high p ALI-PUB-348246 tering give additional theoretical uncertainties. However,measure final-state effects 0.05 ential cross section as a function414 of p⊥.Datafrom[37,40,45–0.50.05 T sume the sensitivityy 0.05 of results to the quark mass. Based LDMEs of Refs. [12, 13] have relative signs such that In this newGFIP approach,FJF the J/ is produced′ at later times than what is assumed in the clas- 48]. NLO NRQCD predictions are taken from [49].20 on our presenterated work, by all Madgraph three ψ atCO LO. LDMEs In calculating can be the de- FJFs, log- Figure 2: Normalised inclusiveit is/ not J/ clearyield how at mid-rapidity estimate these as uncertainties. a function/ of normalised charged-particle pseudorapidity1 [8] density at terminedFigure 1: Comparisons from a global of the z( fit.J ) ALHCb consistent measurements treatment to the predicted of allz(J ) distributionthey with roughly the fragmentation-jet-functions cancel, so the S dominates production 0.0 mid-rapidity for theartihmsp -integrated of mJ/ (left)/EJ andarep resummeddi↵erential using (right) leading cases. order The data [82] are compared to theoretical0 predictions from 0.00 E. G. Ferreiro USC 415 0.00 charmonium(red)Quarkonium & related observables from pp to AA for the three and choicesT bottomonium0.00 of LDMEsAll three (left, choices states center,T right). ofis inLDMEs The progress gray give bands better[25]. correspond agreement to a6 modified to parton showerSnowMass2021 16/12/2020 approach where sic picture.0.2 This0.4 doesn’t0.6EPOS-30.8 [83 just], the coherent change particle J/ productiony production model (CPP) [84], in the pp percolation collisions. modeland J/ [85are], the unpolarized. It CGC can model alsoThe [86 same], the changecancellation 3-Pomeron here al- 0.2 In Fig.0.4 3, we0.6 compare0.8 our results for 0.2J/ψ diff0.4eren- 0.6In the latter0.8 case,DGLAP we equations anticipate0.2 to evolve0.4 a larger the fragmentation0.6 contribution0.8 functions CGCthe modelquarkonium [87] fragmentation and pythiathe8.2 is LHCb only [88 implemented]. data than at default the end ofPYTHIA the shower. shown For details in Ref. see [1]. [78]. tial cross section as a function of p⊥ with experimen- from the logarithmicfrom the resummation scale 2mc to of the [52–54]. jet energy scale, EJ . Mad- lows the z(J/ ) distribution go to zero as z(J/ ) 1. 416 our interpretation343 of J/y results inThis HI gives collisions. support to the The picture interpretation of quarkonium pro- of the J/y R results ! tal data at several c.m energies and rapidity regions. Comparing ourgraph results calculates to related the remaining work, J/ termsψ total in the cross factorization Such a cancellation does not occurAA for the LDMEs from It is clear that small p⊥ dataFIG. is well2. Predicted describedz(J/ by) ourdistribution344 sections usingThe GFIPratios were (gray) between studiedduction recentlythe yields in Ref. in of the[33] excited and CSM this states within letter. over the The those LDMEs for from the ground state show no dependence on 314 At the HL-LHC,theorem we identifyto LO in the perturbation followingmajor theory. subsequent This does notstudies in- withthe significant global fits phenomenological so the z(J/ ) distribution starts to turn CGC+NRQCD formalism.417 Further,inand FJF nucleus-nucleus as (red) anticipated for the three in choices the345 ofmultiplicity, collisionsbroadLDME inframework Table and 1 and relies are of collinear alwaysglobal on fits consistentfactorization the [5, 6] give assumption worse with [55, agreement unity 56]. While within than that the the fitssystematic the fromc and uncertaintiesc¯ are produced at forward rapidity. be- previous discussion, the results in this formalism begin 315 theimpact: trend of the total cross section is described, the theory up at large z(J/ ). the LHCb measurements of z(J/346). Figure 3 illustratesclude comparisons NLL’ resummation between for the⌥ remainingstates as terms well in as the (2S) and J/ . Theoretical predictions are to disagree with data at higher p⊥. From previous expe- uncertainties have toRefs. be as [12, large 13]. as The a factor LHCb of data 10 for is a data decreasing function 347 compared with thefactorization mid-rapidity thereom, results however and the somez(J/ models)dependence described theTo results summarize, very we well. have analyzedModel predictions the recent LHCb data 418 fore the formation of the QGP andof z(J/ are) as thenz(J/ ) screened1. This is a when property of the the hot medium is created 348 316are neededThe transverseto understand momentum the mechanism fraction, z, measured at work with at forward finer binning rapidities. and for a wider range of jet trans- • of the cross3 [1] section1 [8] is controlled! primarily3 by[8] the FJF.3 [8] on J/ production within jets. We used a combination 349 S and S FJFs, but not the S and P FJFs, 419 whichof the data in causes these bins. the suppression317 Theverse measurements momentum.The of energy the outlined1 The distribution J/ transversey here0meson. of aremomentum hard currently partons of is the limited combined jet,1 that by with sets systematicJ theof hard Madgraph, scale uncertainties of PYTHIA, the process, that and con-will LO be NRQCD mitigated fragmentation 350 with the upcoming HL-LHCwhich actually quarkonium diverge asdata.z With1. In the order expected to obtain much larger data samples and enlarged Our second method, which we318 refer totrols as the the FJF sizethe of FJFs evolution. for anti- ThiskT jets will [39] allow with us toR test=0. various5 to produce aspects offunctions the quarkonium first introduced fragmentation in Ref. [33] as well as an ap- 351 rapidity coverage, LHC experiments have good! prospects3 [8] to perform3 [8] multi-di↵erential studies among dif- negligible polarization at high pT ,the S and P 420 Onmethod, the employs left FJFs of combined Fig. 1.18319 with hard the events R gen-of prompt J/y is shown, in1 orange,J as a functionz of p [27]. 352 mechanisms,AA and their relative contributions. In addition, a detailed study of the regime 1 1 T ferent kinematic variables,LDMEs also of Refs. at forward [12, 13] rapidity. have relative This signs will such enable that focused studies of the⌧ dependence in erated by Madgraph at LO. In353 calculating320specific thewill regions FJFs, give log- insights of phase into space the non-perturbative and precision aspects analyses of quarkonium of the higher hadronisation excited quarkoniumwhere the process states, is such as the 421 1 [8] The R shows354 a rising⌥(3S ). trend atthey high roughlyp cancel,that so the isS similar0 dominates to production what is seen in open charm artihms of AAmJ/ /EJ are resummed321 using leadingparticularly order sensitive to soft radiation.T DGLAP equations to evolve the fragmentation functions and J/ are unpolarized. The same cancellation here al- lows the z(J/ ) distribution go to zero as z(J/ ) 1. from the scale 2mc to the jet energy322 scale,JetE substructureJ . Mad- observables, such as thrust and other angularities, will give access to the details of • Such a cancellation does not occur for11 the LDMEs! from graph calculates the remaining terms323 in thethe factorization radiation surrounding the quarkonium within the jet. The distribution of radiation in the jet is theorem to LO in perturbation theory. This does not in- the global fits so the z(J/ ) distribution starts to turn 324 sensitive to the production mechanisms of quarkonium and could o↵er an additional handle onto the clude NLL’ resummation for the remaining terms in the up at large z(J/ ). 325 numerical values of the LDMEs. A theoretical investigation of the observables of this type has been factorization thereom, however the z(J/ )dependence To summarize, we have analyzed the recent LHCb data of the cross section is controlled326 primarilyperformed by the FJF. in Ref.on [79J/]. production within jets. We used a combination The energy distribution of hard partons is combined with of Madgraph, PYTHIA, and LO NRQCD fragmentation 327 Multi-di↵erential measurements of quarkonium energy fraction and transverse momentum with re- the FJFs for anti-kT jets [39] with R =0• .5 to produce functions first introduced in Ref. [33] as well as an ap- 328 spect to the jet axis [80, 81] can provide the three-dimensional picture of quarkonium fragmentation. 329 In addition, the gluon and quark rapidity anomalous dimension is a significant component of these 330 studies, and of great interest for improving our understanding of the structure of nucleons.
331 Compared to light hadrons, quarkonium production is anticipated to be less sensitive to the background 332 contribution from multiparton interactions and underlying event activity. However, at the HL-LHC, the use 10 Remarks on (2S) production
p+p p+A
Excited states: Comover interac on So color exchanges between Ma, Venugopalan, Transport model with final interac ons Du & Rapp (2015) ψ(2S) production in p-Pb B. Paul, Wed 16:50 cc & - comovers at later stage Zhang, Watanabe (2018) “similar in spirit to comoverComparison suppression” with LHC 1.2 ps =5.02 TeV ALICE : J/ àNew resultsDirect on ψcomparison(2S) with LHC data as ALICE : (2S) [Ma, Venugopalan, Zhang, KW, PRC97,014909(2018)] 1 2.035