CMS logoCMS event Hgg
Compact Muon Solenoid
LHC, CERN

CMS-PAS-HIN-21-016
Multiplicity dependence of charm baryon and meson production in pPb collisions at 8.16 TeV
Abstract: Measurements of charm baryon, $ \Lambda_{\rm c}^{+} $, and meson, D$^{0}$, production yields in proton-lead collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented over a wide range of event charged track multiplicities. The data were collected in 2016 with the CMS experiment with an integrated luminosity of 186 nb$^{-1}$. The $ \Lambda_{\rm c}^{+} $ baryon is reconstructed from the decay channel $ \Lambda_{\mathrm{c}}^{+} \rightarrow \mathrm{K}_{\mathrm{S}}^{0}\;\mathrm{p} $ while D$^{0}$ meson is reconstructed via $ \mathrm{D}^{0}\rightarrow \mathrm{K}^-\;\pi^+ $. The $ \Lambda_{\rm c}^{+} $ baryon and D$^{0}$ meson yields are extracted in several event multiplicity classes, up to the highest multiplicity of about 250 where long-range collective azimuthal correlations are observed for charm mesons. The production ratio of $ \Lambda_{\rm c}^{+} $ to D$^{0}$ is studied to explore the charm hadronization mechanism possibly in presence of a dense medium produced in high-multiplicity pPb collisions. Within uncertainties, the $ \Lambda_{\rm c}^{+} $-to-D$^{0}$ yield ratio is found to be consistent between the highest and the lowest multiplicities investigated, unlike the previously observed ratio of $ \Lambda $/$ \overline{\Lambda} $-to-$ {\mathrm{K}}_{\mathrm{S}}^{0} $ in pPb collisions which shows a strong multiplicity dependence. Moreover, the $ \Lambda_{\mathrm{c}}^{+} $-to-D$^{0}$ yield ratio is smaller than the $ \Lambda $/$ \overline{\Lambda} $-to-$ {\mathrm{K}}_{\mathrm{S}}^{0} $ one. The observation reported may indicate different event multiplicity evolution of hadronization mechanism for charm quarks than light flavor strange quarks, and provides new constraints to understand heavy flavor production and collectivity in high-multiplicity small-system collisions.
Figures & Tables Summary Additional Figures References CMS Publications
Figures

png pdf
Figure 1:
The mass spectra and fit for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -$1.46 $ < y_{\rm cm} < $ 0.54. Left: the mass spectra in the multiplicity class with 185 $ \leq N_\text{trk}^\text{offline} < $ 250. Right: the mass spectra in the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35.

png pdf
Figure 1-a:
The mass spectra and fit for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -$1.46 $ < y_{\rm cm} < $ 0.54. Left: the mass spectra in the multiplicity class with 185 $ \leq N_\text{trk}^\text{offline} < $ 250. Right: the mass spectra in the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35.

png pdf
Figure 1-b:
The mass spectra and fit for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -$1.46 $ < y_{\rm cm} < $ 0.54. Left: the mass spectra in the multiplicity class with 185 $ \leq N_\text{trk}^\text{offline} < $ 250. Right: the mass spectra in the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35.

png pdf
Figure 2:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ and $ \mathrm{D^0} $ mesons with $ -$1.46 $< y_{\rm cm} < $ 0.54 in different multiplicity classes. Left: $ \Lambda_{c}^{+} $ baryons. Right: $ \mathrm{D^0} $ mesons. The uncertainty bars are for statistic uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 2-a:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ and $ \mathrm{D^0} $ mesons with $ -$1.46 $< y_{\rm cm} < $ 0.54 in different multiplicity classes. Left: $ \Lambda_{c}^{+} $ baryons. Right: $ \mathrm{D^0} $ mesons. The uncertainty bars are for statistic uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 2-b:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ and $ \mathrm{D^0} $ mesons with $ -$1.46 $< y_{\rm cm} < $ 0.54 in different multiplicity classes. Left: $ \Lambda_{c}^{+} $ baryons. Right: $ \mathrm{D^0} $ mesons. The uncertainty bars are for statistic uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 3:
The ratio of $ \Lambda_{c}^{+} $ baryon to $ \mathrm{D^0} $ meson production in pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 8.16 TeV with 2 $ \leq N_\text{trk}^\text{offline} <$ 35 and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 is shown. The uncertainty bars are for statistical uncertainties while the shaded areas represent the systematic uncertainties. The grey markers are for $ \Lambda $ baryon to (two times) $ \mathrm{K^0_S} $ meson production at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV from Ref. [46].

png pdf
Figure 4:
The ratio of $ \Lambda_{c}^{+} $ baryon to $ \mathrm{D^0} $ meson production with $ -$1.46 $< y_{\rm cm} < $ 0.54 in pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 8.16 TeV as a function of $ N_\text{trk}^\text{offline} $. The uncertainty bars are for statistical uncertainties while the shaded areas represent the systematic uncertainties. The ratio of $ \Lambda $ baryon to (two times) $ \mathrm{K^0_S} $ meson production at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV from Ref. [46] is also shown for comparisons, denoted by grey markers.
Tables

png pdf
Table 1:
Summary for sytematic uncertainties. These uncertainties are relative values with respect to production yields.

png pdf
Table 2:
Summary table for nonprompt $ \Lambda_{c}^{+} $ baryons fractions relative to inclusive $ \Lambda_{c}^{+} $ baryons reconstructed in this note. The uncertainties are taken as the systematic uncertainties and details are described in Section 4. The representative range of the uncertainties is 4-14%, relative to the production yields of $ \Lambda_{c}^{+} $ baryons.

png pdf
Table 3:
The average of multiplicity $ \langle N_\text{trk}^\text{offline}\rangle $ and $ \langle N_\text{trk}^\text{corrected} \rangle $ in each multiplicity class. Definitions of $ N_\text{trk}^\text{offline} $ and $ N_\text{trk}^\text{corrected} $ are described in in Section 2. The uncertainty for each class refers to the statistical uncertainty in the given multiplicity range.
Summary
In summary, the first measurements of $ \Lambda_{\mathrm{c}}^{+} $ baryons and D$^{0}$ mesons and their yield ratios in proton-lead collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented as a function of transverse momentum and final-state multiplicity. No strong multiplicity dependence is observed for charm hadrons within the experimental uncertainties. The difference between these results for charm quarks and previous ones for light quarks might indicate coalescence processes of heavy quarks saturate earlier than those of light quarks.
Additional Figures

png pdf
Additional Figure 1:
The baryon-to-meson ratio of charm hadron productions in pPb and PbPb collisions, the later from the ALICE experiment. The statistical uncertainties are represented by vertical bars and the statistical uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction is 20.0 (250) in the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with centrality 0-10% (magenta open circles) and centrality 30-50% (cyan open squares) in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown [45].

png pdf
Additional Figure 2:
The baryon-to-meson ratio of charm hadron productions in pPb and PbPb collisions, the later from the ALICE experiment. The statistical uncertainties are represented by vertical bars and the statistical uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction 20.0 (250) in the legend corresponds to the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with centrality 0-10% (magenta open circles) and centrality 30-50% (cyan open squares) in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown [45].

png pdf
Additional Figure 3:
The baryon-to-meson ratio of charm hadron productions in pPb collisoins and PbPb collisions. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction is 20.0 (250) in the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with centrality 0-10% (orange full triangles) and centrality 0-90% (green full crosses) in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown [74]. The ratio of production yields of charm hadrons in $ \mathrm{e}^+\mathrm{e}^- $ collisoins is plotted using a dashed line [75].

png pdf
Additional Figure 4:
The baryon-to-meson ratio of charm hadron productions in pPb collisoins and PbPb collisions. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction 20.0 (250) in the legend corresponds to the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with centrality 0-10% (orange full triangles) and centrality 0-90% (green full crosses) in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown [74]. The ratio of production yields of charm hadrons in $ \mathrm{e}^+\mathrm{e}^- $ collisions is plotted using a dashed line [75].

png pdf
Additional Figure 5:
The baryon-to-meson ratio of charm hadron productions in pPb collisoins and PbPb collisions. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction is 20.0 (250) in the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown. The ratios by the CMS experiment with centrality 0-10% are denoted by orange full triangles and the ones with centrality 0-90% denoted by green full crosses [74]. The ratios by the ALICE experiment with centrality 0-10% are represented by magenta open circles. and the ones with centrality 30-50% are represented by cyan open squares [45].

png pdf
Additional Figure 6:
The baryon-to-meson ratio of charm hadron productions in pPb collisoins and PbPb collisions. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction 20.0 (250) in the legend corresponds to the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results in PbPb collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV are also shown. The ratios by the CMS experiment with centrality 0-10% are denoted by orange full triangles and the ones with centrality 0-90% denoted by green full crosses [74]. The ratios by the ALICE experiment with centrality 0-10% are represented by magenta open circles. and the ones with centrality 30-50% are represented by cyan open squares [45].

png pdf
Additional Figure 7:
The baryon-to-meson ratio of charm hadron productions in pPb and pp collisions, the later from the ALICE experiment. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction is 20.0 (250) in the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with multiplicity $ \langle \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta \rangle= $ 3.1 (magenta open circles) and $ \langle \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta \rangle= $ 37.83 (cyan open squares) in pp collisions at a center-of-mass energy of 13 TeV are also shown [49]. The multiplicity $ \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta $ is defined in Ref. [73].

png pdf
Additional Figure 8:
The baryon-to-meson ratio of charm hadron productions in pPb and pp collisions, the later from the ALICE experiment. The statistical uncertainties are represented by vertical bars and the systematic uncertainties are denoted by boxes. The ratios with multiplicity 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (blue full squares) and 185 $ \leq N_\text{trk}^\text{offline} < $ 250 (red full circles) in pPb collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The average number of offline tracks after tracking efficiency correction 20.0 (250) in the legend corresponds to the multiplicity range 2 $ \leq N_\text{trk}^\text{offline} < $ 35 (185 $ \leq N_\text{trk}^\text{offline} < $ 250). The results with multiplicity $ \langle \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta \rangle= $ 3.1 (magenta open circles) and $ \langle \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta \rangle= $ 37.83 (cyan open squares) in pp collisions at a center-of-mass energy of 13 TeV are also shown [49]. The multiplicity $ \mathrm{d} N_{\mathrm{ch}} / \mathrm{d} \eta $ is defined in Ref. [73].
References
1 ALICE Collaboration Elliptic flow of charged particles in Pb-Pb collisions at 2.76 TeV PRL 105 (2010) 252302 1011.3914
2 CMS Collaboration Measurement of the elliptic anisotropy of charged particles produced in PbPb collisions at nucleon-nucleon center-of-mass energy = 2.76 TeV Phys. Rev. C 87 (2013) 014902 CMS-HIN-10-002
1204.1409
3 STAR Collaboration Elliptic flow in Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 130 GeV PRL 86 (2001) 402 nucl-ex/0009011
4 PHENIX Collaboration Elliptic flow of identified hadrons in Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PRL 91 (2003) 182301 nucl-ex/0305013
5 STAR Collaboration Distributions of charged hadrons associated with high transverse momentum particles in pp and Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PRL 95 (2005) 152301 nucl-ex/0501016
6 PHOBOS Collaboration System size dependence of cluster properties from two- particle angular correlations in Cu+Cu and Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV Phys. Rev. C 81 (2010) 024904 0812.1172
7 PHOBOS Collaboration High transverse momentum triggered correlations over a large pseudorapidity acceptance in Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PRL 104 (2010) 062301 0903.2811
8 STAR Collaboration Long range rapidity correlations and jet production in high energy nuclear collisions Phys. Rev. C 80 (2009) 064912 0909.0191
9 CMS Collaboration Long-range and short-range dihadron angular correlations in central PbPb collisions at a nucleon-nucleon center of mass energy of 2.76 TeV JHEP 07 (2011) 076 CMS-HIN-11-001
1105.2438
10 CMS Collaboration Centrality dependence of dihadron correlations and azimuthal anisotropy harmonics in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 2.76 TeV EPJC 72 (2012) 2012 CMS-HIN-11-006
1201.3158
11 ATLAS Collaboration Measurement of the azimuthal anisotropy for charged particle production in $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 2.76 TeV lead-lead collisions with the ATLAS detector Phys. Rev. C 86 (2012) 014907 1203.3087
12 CMS Collaboration Studies of azimuthal dihadron correlations in ultra-central PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 2.76 TeV JHEP 02 (2014) 088 CMS-HIN-12-011
1312.1845
13 J.-Y. Ollitrault Anisotropy as a signature of transverse collective flow PRD 46 (1992) 229
14 U. Heinz and R. Snellings Collective flow and viscosity in relativistic heavy-ion collisions Ann. Rev. Nucl. Part. Sci. 63 (2013) 123 1301.2826
15 C. Gale, S. Jeon, and B. Schenke Hydrodynamic modeling of heavy-ion collisions Int. J. Mod. Phys. A 28 (2013) 1340011 1301.5893
16 CMS Collaboration Observation of long-range near-side angular correlations in proton-proton collisions at the LHC JHEP 09 (2010) 091 CMS-QCD-10-002
1009.4122
17 ATLAS Collaboration Observation of long-range elliptic azimuthal anisotropies in $ \sqrt{s}= $13 and 2.76 TeV pp collisions with the ATLAS detector PRL 116 (2016) 172301 1509.04776
18 CMS Collaboration Measurement of long-range near-side two-particle angular correlations in pp collisions at $ \sqrt{s} = $13 TeV PRL 116 (2016) 172302 CMS-FSQ-15-002
1510.03068
19 CMS Collaboration Evidence for collectivity in pp collisions at the LHC PLB 765 (2017) 193 CMS-HIN-16-010
1606.06198
20 ATLAS Collaboration Measurement of azimuthal anisotropy of muons from charm and bottom hadrons in pp collisions at $ \sqrt{s}= $ 13 TeV with the ATLAS detector PRL 124 (2020) 082301 1909.01650
21 CMS Collaboration Observation of long-range near-side angular correlations in proton-lead collisions at the LHC PLB 718 (2013) 795 CMS-HIN-12-015
1210.5482
22 ALICE Collaboration Long-range angular correlations on the near and away side in $ \mathrm{p}\text{Pb} $\ collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV PLB 719 (2013) 29 1212.2001
23 ATLAS Collaboration Observation of associated near-side and away-side long-range correlations in $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV proton-lead collisions with the ATLAS detector PRL 110 (2013) 182302 1212.5198
24 LHCb Collaboration Measurements of long-range near-side angular correlations in $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5 TeV proton-lead collisions in the forward region PLB 762 (2016) 473 1512.00439
25 ALICE Collaboration Long-range angular correlations of pi, K and p in p-Pb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV PLB 726 (2013) 164 1307.3237
26 CMS Collaboration Long-range two-particle correlations of strange hadrons with charged particles in pPb and PbPb collisions at LHC energies PLB 742 (2015) 200 CMS-HIN-14-002
1409.3392
27 CMS Collaboration Evidence for collective multi-particle correlations in pPb collisions PRL 115 (2015) 012301 CMS-HIN-14-006
1502.05382
28 ATLAS Collaboration Measurement of multi-particle azimuthal correlations in pp, p+Pb and low-multiplicity Pb+Pb collisions with the ATLAS detector EPJC 77 (2017) 428 1705.04176
29 ATLAS Collaboration Measurement of long-range multiparticle azimuthal correlations with the subevent cumulant method in pp and p+Pb collisions with the ATLAS detector at the CERN Large Hadron Collider Phys. Rev. C 97 (2018) 024904 1708.03559
30 PHENIX Collaboration Measurement of long-range angular correlations and azimuthal anisotropies in high-multiplicity p+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV Phys. Rev. C 95 (2017) 034910 1609.02894
31 PHENIX Collaboration Creation of quark-gluon plasma droplets with three distinct geometries Nature Phys. 15 (2019) 214 1805.02973
32 STAR Collaboration Long-range pseudorapidity dihadron correlations in d+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PLB 747 (2015) 265 1502.07652
33 PHENIX Collaboration Measurements of elliptic and triangular flow in high-multiplicity $ ^{3} $He+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PRL 115 (2015) 142301 1507.06273
34 PHENIX Collaboration Measurements of multiparticle correlations in d+Au collisions at 200, 62.4, 39, and 19.6 GeV and p+Au collisions at 200 GeV and implications for collective behavior PRL 120 (2018) 062302 1707.06108
35 K. Dusling, W. Li, and B. Schenke Novel collective phenomena in high-energy proton-proton and proton-nucleus collisions Int. J. Mod. Phys. E 25 (2016) 1630002 1509.07939
36 J. L. Nagle and W. A. Zajc Small system collectivity in relativistic hadronic and nuclear collisions Ann. Rev. Nucl. Part. Sci. 68 (2018) 211 1801.03477
37 Schlichting, Sören and Tribedy, Prithwish Collectivity in small collision systems: An initial-state perspective Adv. High Energy Phys. 2016 (2016) 8460349 1611.00329
38 CMS Collaboration Elliptic flow of charm and strange hadrons in high-multiplicity pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 8.16 TeV PRL 121 (2018) 082301 CMS-HIN-17-003
1804.09767
39 CMS Collaboration Studies of charm and beauty hadron long-range correlations in pp and pPb collisions at LHC energies PLB 813 (2021) 136036 CMS-HIN-19-009
2009.07065
40 ALICE Collaboration Search for collectivity with azimuthal J/$ \psi $-hadron correlations in high multiplicity p-Pb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 and 8.16 TeV PLB 780 (2018) 7 1709.06807
41 CMS Collaboration Observation of prompt $ \mathrm{J}/\psi $ meson elliptic flow in high-multiplicity pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 8.16 TeV PLB 791 (2019) 172 CMS-HIN-18-010
1810.01473
42 C. Zhang et al. Elliptic flow of heavy quarkonia in pA collisions PRL 122 (2019) 172302 1901.10320
43 STAR Collaboration First measurement of $ \Lambda_{\rm c} $ baryon production in Au+Au collisions at $ \sqrt{s_{\rm NN}} = $ 200 GeV PRL 124 (2020) 172301 1910.14628
44 CMS Collaboration Production of $ \Lambda_\mathrm{c}^+ $ baryons in proton-proton and lead-lead collisions at $ \sqrt {\smash [b]{s_{_{\mathrm {NN}}}}}= $ 5.02 TeV PLB 803 (2020) 135328 CMS-HIN-18-009
1906.03322
45 ALICE Collaboration Constraining hadronization mechanisms with $ \Lambda_{\rm c}^{+} $/D$ ^0 $ production ratios in Pb-Pb collisions at $ \sqrt{s_{\rm NN}} = $ 5.02 TeV PLB 839 (2023) 137796 2112.08156
46 CMS Collaboration Multiplicity and rapidity dependence of strange hadron production in pp, pPb, and PbPb collisions at the LHC PLB 768 (2017) 103 CMS-HIN-15-006
1605.06699
47 ALICE Collaboration $ \Lambda^+_c $ Production and Baryon-to-Meson Ratios in pp and p-Pb Collisions at $ \sqrt {s_{NN}} $=5.02 TeV at the LHC PRL 127 (2021) 202301 2011.06078
48 ALICE Collaboration $ \Lambda^+_e $ production in $ pp $ and in $ p $-Pb collisions at $ \sqrt {s_{NN}} $=5.02 TeV PRC 104 (2021) 054905 2011.06079
49 ALICE Collaboration Observation of a multiplicity dependence in the $ p_{\rm T} $-differential charm baryon-to-meson ratios in proton-proton collisions at $ \sqrt{s} = $ 13 TeV PLB 829 (2022) 137065 2111.11948
50 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004
51 CMS Collaboration Performance of the CMS Level-1 trigger in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JINST 15 (2020) P10017 CMS-TRG-17-001
2006.10165
52 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
53 CMS Collaboration Performance of electron reconstruction and selection with the CMS detector in proton-proton collisions at $ \sqrt{s} = $ 8 TeV JINST 10 (2015) P06005 CMS-EGM-13-001
1502.02701
54 CMS Collaboration Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P06015 CMS-MUO-16-001
1804.04528
55 CMS Collaboration Performance of photon reconstruction and identification with the CMS detector in proton-proton collisions at sqrt(s) = 8 TeV JINST 10 (2015) P08010 CMS-EGM-14-001
1502.02702
56 CMS Collaboration Description and performance of track and primary-vertex reconstruction with the CMS tracker JINST 9 (2014) P10009 CMS-TRK-11-001
1405.6569
57 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
58 CMS Collaboration Performance of reconstruction and identification of $ \tau $ leptons decaying to hadrons and $ \nu_\tau $ in pp collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P10005 CMS-TAU-16-003
1809.02816
59 CMS Collaboration Jet energy scale and resolution in the CMS experiment in pp collisions at 8 TeV JINST 12 (2017) P02014 CMS-JME-13-004
1607.03663
60 CMS Collaboration Performance of missing transverse momentum reconstruction in proton-proton collisions at $ \sqrt{s} = $ 13 TeV using the CMS detector JINST 14 (2019) P07004 CMS-JME-17-001
1903.06078
61 CMS Collaboration CMS luminosity measurement using 2016 proton-nucleus collisions at nucleon-nucleon center-of-mass energy of 8.16 TeV Physics Analysis Summary , CERN, Geneva, 2018
CMS-PAS-LUM-17-002
CMS-PAS-LUM-17-002
62 CMS Collaboration Constraints on the chiral magnetic effect using charge-dependent azimuthal correlations in $ \mathrm{pPb} $ and pbpb collisions at the CERN Large Hadron Collider Phys. Rev. C 97 (2018) 044912 CMS-HIN-17-001
1708.01602
63 CMS Collaboration Observation of correlated azimuthal anisotropy fourier harmonics in pp and p+Pb collisions at the LHC PRL 120 (2018) 092301 CMS-HIN-16-022
1709.09189
64 Particle Data Group Collaboration Review of Particle Physics PTEP 2020 (2020) 083C01
65 A. Hoecker et al. TMVA - Toolkit for Multivariate Data Analysis link
66 A. Giammanco Particle identification with energy loss in the CMS silicon strip tracker CMS Note CERN-CMS-NOTE-2008-005, CERN, Geneva, 2007
67 CMS Collaboration Extraction and validation of a new set of CMS PYTHIA8 tunes from underlying-event measurements EPJC 80 (2020) 4 CMS-GEN-17-001
1903.12179
68 T. Pierog et al. EPOS LHC: Test of collective hadronization with data measured at the CERN Large Hadron Collider Phys. Rev. C 92 (2015) 034906 1306.0121
69 M. J. Oreglia A study of the reactions $ \psi^\prime \to \gamma \gamma \psi $ PhD thesis, Stanford University, SLAC Report SLAC-R-236, 1980
link
70 D. J. Lange The EVTGEN particle decay simulation package NIM A 462 (2001) 152
71 LHCb Collaboration Measurement of $ b $ hadron fractions in 13 TeV pp collisions PRD 100 (2019) 031102 1902.06794
72 ALICE Collaboration Non-prompt $ \Lambda_{c}^{+} $ production in pp at 13 and pPb at 5.02 TeV ALICE Preliminary Figures, 2022
link
73 ALICE Collaboration The ALICE definition of primary particles ALICE Public Note ALICE-PUBLIC-2017-005, CERN, Geneva, 2017
Compact Muon Solenoid
LHC, CERN