CMS logoCMS event Hgg
Compact Muon Solenoid
LHC, CERN

CMS-HIN-21-016 ; CERN-EP-2024-135
Multiplicity dependence of charm baryon and baryon meson production in pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 8.16 TeV
PLB 868 (2025) 139672
Abstract: Measurements of the production yields of charm baryons ($ \Lambda_{c}^{+} $) and charm mesons ($ \mathrm{D^0} $) in proton-lead collisions at a nucleon-nucleon center-of-mass energy of 8.16 TeV are presented. The data were collected in 2016 with the CMS experiment and correspond to an integrated luminosity of 186 nb$^{-1}$. The $ \Lambda_{c}^{+} $ baryon is reconstructed from the decay channel $ \Lambda_{c}^{+} \to \mathrm{K^0_S}\mathrm{p} $, while the $ \mathrm{D^0} $ meson is reconstructed via $ \mathrm{D^0}\to\mathrm{K^-}\pi^{+} $. The $ \Lambda_{c}^{+} $ baryon and $ \mathrm{D^0} $ meson yields are extracted in several charged-particle multiplicity classes. No strong multiplicity dependence of the $ \Lambda_{c}^{+} $-to-$ \mathrm{D^0} $ yield ratio is observed, unlike the observed strange baryon to strange meson yield ratio of $ \Lambda $/$ \overline{\Lambda} $ to $ \mathrm{K^0_S} $, which shows a strong multiplicity dependence. This observation indicates different mechanisms for the multiplicity evolution of hadronization processes for charm and strange quarks and provides new constraints to the understanding of heavy flavor production and collectivity in small collision systems.
Figures & Tables Summary References CMS Publications
Figures

png pdf
Figure 1:
The fitted mass spectra, along with the goodness-of-fit values, for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -1.46 < y_{\text{cm}} < 0.54$. The spectrum for the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35 is shown in the left plot, and the spectrum for 185 $ \leq N_\text{trk}^\text{offline} < $ 250 is shown in the right plot.

png pdf
Figure 1-a:
The fitted mass spectra, along with the goodness-of-fit values, for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -1.46 < y_{\text{cm}} < 0.54$. The spectrum for the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35 is shown in the left plot, and the spectrum for 185 $ \leq N_\text{trk}^\text{offline} < $ 250 is shown in the right plot.

png pdf
Figure 1-b:
The fitted mass spectra, along with the goodness-of-fit values, for $ \Lambda_{c}^{+} $ candidates with 3 $ < p_{\mathrm{T}} < $ 4 GeV and $ -1.46 < y_{\text{cm}} < 0.54$. The spectrum for the multiplicity class with 2 $ \leq N_\text{trk}^\text{offline} < $ 35 is shown in the left plot, and the spectrum for 185 $ \leq N_\text{trk}^\text{offline} < $ 250 is shown in the right plot.

png pdf
Figure 2:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ baryons (left) and $ \mathrm{D^0} $ mesons (right) with $ -1.46 < y_{\text{cm}} < $ 0.54 in different multiplicity classes. The vertical bars show the statistical uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 2-a:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ baryons (left) and $ \mathrm{D^0} $ mesons (right) with $ -1.46 < y_{\text{cm}} < $ 0.54 in different multiplicity classes. The vertical bars show the statistical uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 2-b:
Transverse momentum spectra for $ \Lambda_{c}^{+} $ baryons (left) and $ \mathrm{D^0} $ mesons (right) with $ -1.46 < y_{\text{cm}} < $ 0.54 in different multiplicity classes. The vertical bars show the statistical uncertainties while the shaded areas represent the systematic uncertainties.

png pdf
Figure 3:
Ratio of $ \Lambda_{c}^{+} $ baryons to $ \mathrm{D^0} $ mesons 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. The vertical bars show the 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. [53].

png pdf
Figure 4:
Ratio of $ \Lambda_{c}^{+} $ baryon to $ \mathrm{D^0} $ meson production with $ -1.46 < y_{\text{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 vertical bars show the 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 obtained from data in Ref. [54] is also shown for comparisons, denoted by grey markers.

png pdf
Figure 5:
Comparison between the $ \Lambda_{c}^{+} $-to-$ \mathrm{D^0} $ ratio as a function of $ p_{\mathrm{T}} $ in pp, pPb, and PbPb (different centrality ranges) collisions at the nucleon-nucleon center-of-mass energies of 5.02, 8.16, and 5.02 TeV, respectively [53,87]. The uncertainties are denoted by vertical bars. The ratio is measured with the rapidity ranges $ -1.46 < y_{\text{cm}} < 0.54 $ in pPb collisions and $ |y_{\text{cm}}| < $ 1 in pp and PbPb collisions by the CMS Collaboration [87] and $ |y_{\text{cm}}| < $ 0.5 by the ALICE Collaboration [53].
Tables

png pdf
Table 1:
The average multiplicity before (and after) corrections, $ \langle N_\text{trk}^\text{offline}\rangle $ ($ \langle N_\text{trk}^\text{corrected} \rangle $) with track $ p_{\mathrm{T}} > $ 0.4 GeV and $ |\eta_{\text{lab}}| < $ 2.4 in each multiplicity interval. The uncertainties reported for $ \langle N_\text{trk}^\text{corrected} \rangle $ are systematic uncertainties, as the statistical uncertainties have been found to be negligible.

png pdf
Table 2:
Summary table for the fraction of nonprompt $ \Lambda_{c}^{+} $ baryons (1-$ f^{\text{prompt}} $) relative to inclusive $ \Lambda_{c}^{+} $ baryons. The fraction is evaluated in different multiplicity ranges. Details regarding the systematic uncertainties are described in Section 4.

png pdf
Table 3:
Summary of relative uncertainties in the differential yields.
Summary
The first measurements of $ \Lambda_{c}^{+} $ baryon and $ \mathrm{D^0} $ meson yields, as well as their yield ratios, as a function of the charged-particle multiplicity in proton-lead (pPb) collisions are presented. At a nucleon-nucleon center-of-mass energy of 8.16 TeV, the $ \Lambda_{c}^{+} $ baryon is reconstructed using the decay channel $ \Lambda_{c}^{+} \to \mathrm{K^0_S} \mathrm{p} $, while the $ \mathrm{D^0} $ meson is reconstructed from $ \mathrm{D^0}\to\mathrm{K^-}\pi^{+} $. The $ \Lambda_{c}^{+} $ and $ \mathrm{D^0} $ production yields, and the $ \Lambda_{c}^{+} $-to-$ \mathrm{D^0} $ yield ratio are studied as a function of transverse momentum and charged-particle multiplicity. No strong multiplicity dependence is observed within the experimental uncertainties. The absence of any significant multiplicity dependence of the yield ratio differs strikingly from that for strange hadrons, which is observed to increase with multiplicity. The difference between these results for charm quarks and those for strange quarks might indicate that the conjectured coalescence processes of heavy quarks happen earlier than those of strange quarks.
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 ALICE Collaboration The ALICE experiment: a journey through QCD EPJC 84 (2024) 813 2211.04384
4 CMS Collaboration Overview of high-density QCD studies with the CMS experiment at the LHC Submitted to Physics Reports, 2024 CMS-HIN-23-011
2405.10785
5 STAR Collaboration Elliptic flow in Au+Au collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 130 GeV PRL 86 (2001) 402 nucl-ex/0009011
6 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
7 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
8 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
9 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
10 STAR Collaboration Long range rapidity correlations and jet production in high energy nuclear collisions Phys. Rev. C 80 (2009) 064912 0909.0191
11 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
12 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
13 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
14 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
15 J.-Y. Ollitrault Anisotropy as a signature of transverse collective flow PRD 46 (1992) 229
16 U. Heinz and R. Snellings Collective flow and viscosity in relativistic heavy-ion collisions Ann. Rev. Nucl. Part. Sci. 63 (2013) 123 1301.2826
17 C. Gale, S. Jeon, and B. Schenke Hydrodynamic modeling of heavy-ion collisions Int. J. Mod. Phys. A 28 (2013) 1340011 1301.5893
18 ALICE Collaboration $ \mathrm{D} $-meson azimuthal anisotropy in midcentral Pb-Pb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV PRL 120 (2018) 102301 1707.01005
19 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
20 CMS Collaboration Measurement of prompt $ \mathrm{D^0} $ and $ {\mathrm{\overline{D}}^0} $ meson azimuthal anisotropy and search for strong electric fields in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV PLB 816 (2021) 136253 CMS-HIN-19-008
2009.12628
21 ALICE Collaboration Elliptic flow of electrons from beauty-hadron decays in Pb-Pb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV PRL 126 (2021) 162001 2005.11130
22 ATLAS Collaboration Measurement of azimuthal anisotropy of muons from charm and bottom hadrons in Pb+Pb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV with the ATLAS detector PLB 807 (2020) 135595 2003.03565
23 CMS Collaboration Measurements of azimuthal anisotropy of nonprompt $ \mathrm{D^0} $ mesons in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV PLB 850 (2024) 138389 CMS-HIN-21-003
2212.01636
24 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
25 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
26 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
27 CMS Collaboration Evidence for collectivity in pp collisions at the LHC PLB 765 (2017) 193 CMS-HIN-16-010
1606.06198
28 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
29 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
30 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
31 CMS Collaboration Multiplicity and transverse momentum dependence of two- and four-particle correlations in $ \mathrm{p}\text{Pb} $\ and PbPb\ collisions PLB 724 (2013) 213 CMS-HIN-13-002
1305.0609
32 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
33 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
34 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
35 CMS Collaboration Evidence for collective multi-particle correlations in pPb collisions PRL 115 (2015) 012301 CMS-HIN-14-006
1502.05382
36 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
37 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
38 PHENIX Collaboration Creation of quark-gluon plasma droplets with three distinct geometries Nature Phys. 15 (2019) 214 1805.02973
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 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
43 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
44 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
45 X. Du and R. Rapp In-medium charmonium production in proton-nucleus collisions JHEP 03 (2019) 015 1808.10014
46 C. Zhang et al. Elliptic flow of heavy quarkonia in pA collisions PRL 122 (2019) 172302 1901.10320
47 R. J. Fries, B. Muller, C. Nonaka, and S. A. Bass Hadronization in heavy ion collisions: recombination and fragmentation of partons PRL 90 (2003) 202303 nucl-th/0301087
48 R. J. Fries, B. Muller, C. Nonaka, and S. A. Bass Hadron production in heavy ion collisions: fragmentation and recombination from a dense parton phase Phys. Rev. C 68 (2003) 044902 nucl-th/0306027
49 S. Plumari et al. Charmed hadrons from coalescence plus fragmentation in relativistic nucleus-nucleus collisions at RHIC and LHC EPJC 78 (2018) 348 1712.00730
50 M. He and R. Rapp Hadronization and charm-hadron ratios in heavy-ion collisions PRL 124 (2020) 042301 1905.09216
51 STAR Collaboration First measurement of $ \Lambda_{c}^{+} $ baryon production in AuAu collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 200 GeV PRL 124 (2020) 172301 1910.14628
52 CMS Collaboration Production of $ \Lambda_{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
53 ALICE Collaboration Constraining hadronization mechanisms with $ \Lambda_{c}^{+}/\mathrm{D^0} $ production ratios in PbPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV PLB 839 (2023) 137796 2112.08156
54 CMS Collaboration Multiplicity and rapidity dependence of strange hadron production in pp, $ \mathrm{p}\text{Pb} $, and PbPb collisions at the LHC PLB 768 (2017) 103 CMS-HIN-15-006
1605.06699
55 H.-H. Li, F.-L. Shao, J. Song, and R.-Q. Wang Production of single-charm hadrons by quark combination mechanism in \PpPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV Phys. Rev. C 97 (2018) 064915 1712.08921
56 V. Minissale, S. Plumari, and V. Greco Charm hadrons in pp collisions at LHC energy within a coalescence plus fragmentation approach PLB 821 (2021) 136622 2012.12001
57 ALICE Collaboration $ \Lambda_{c}^{+} $ production and baryon-to-meson ratios in pp and pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV at the LHC PRL 127 (2021) 202301 2011.06078
58 ALICE Collaboration $ \Lambda_{c}^{+} $ production in pp and in \PpPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 5.02 TeV Phys. Rev. C 104 (2021) 054905 2011.06079
59 ALICE Collaboration First measurement of $ \Lambda_{c}^{+} $ production down to $ p_{\mathrm{T}} = $ 0 in pp and pPb collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV Phys. Rev. C 107 (2023) 064901 2211.14032
60 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
61 M. He and R. Rapp Charm-baryon production in proton-proton collisions PLB 795 (2019) 117 1902.08889
62 CMS Collaboration HEPData record for this analysis link
63 G. Bayatian et al. Design, performance and calibration of the CMS forward calorimeter wedges EPJC 53 (2008) 139
64 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004
65 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
66 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
67 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
68 CMS Collaboration CMS luminosity measurement using 2016 proton-nucleus collisions at nucleon-nucleon center-of-mass energy of 8.16 TeV Physics Analysis Summary, 2018
CMS-PAS-LUM-17-002
CMS-PAS-LUM-17-002
69 CMS Collaboration Constraints on the chiral magnetic effect using charge-dependent azimuthal correlations in $ \mathrm{p}\text{Pb} $ and PbPb collisions at the CERN Large Hadron Collider Phys. Rev. C 97 (2018) 044912 CMS-HIN-17-001
1708.01602
70 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
71 T. Sjöstrand et al. An introduction to PYTHIA 8.2 Comput. Phys. Commun. 191 (2015) 159 1410.3012
72 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
73 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
74 Geant4 Collaboration GEANT 4---a simulation toolkit Nucl. Instrum. and Meth. A 506 (2003) 250
75 D. J. Lange The EVTGEN particle decay simulation package NIM A 462 (2001) 152
76 Particle Data Group Collaboration Review of particle physics PRD 110 (2024) 030001
77 H. Voss, A. Höcker, J. Stelzer, and F. Tegenfeldt TMVA, the toolkit for multivariate data analysis with ROOT in XIth International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT), . . . [PoS(ACAT)040], 2007
link
physics/0703039
78 A. Giammanco Particle identification with energy loss in the CMS silicon strip tracker CMS Note CERN-CMS-NOTE-2008-005, 2008
79 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
80 M. Cacciari et al. Theoretical predictions for charm and bottom production at the LHC JHEP 10 (2012) 137 1205.6344
81 LHCb Collaboration Measurement of b hadron fractions in 13 TeV pp collisions PRD 100 (2019) 031102 1902.06794
82 ALICE Collaboration Study of flavor dependence of the baryon-to-meson ratio in proton-proton collisions at $ \sqrt{s}= $ 13 TeV PRD 108 (2023) 112003 2308.04873
83 LHCb Collaboration Measurement of $ {\mathrm{B}^{+}} $, $ {\mathrm{B}^0} $ and $ \Lambda_{b}^{0} $ production in $ \mathrm{p}\mathrm{Pb} $ collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}}= $ 8.16 TeV PRD 99 (2019) 052011 1902.05599
84 CMS Collaboration Tracking POG results for pion efficiency with the $ D^{*} $ meson using data from 2016 and 2017 technical report, 2018
CDS
85 A. Beraudo et al. In-medium hadronization of heavy quarks and its effect on charmed meson and baryon distributions in heavy-ion collisions EPJC 82 (2022) 607 2202.08732
86 C. Zhang et al. Collectivity of heavy mesons in proton-nucleus collisions PRD 102 (2020) 034010 2002.09878
87 CMS Collaboration Study of charm hadronization with prompt $ \Lambda_{c}^{+} $ baryons in proton-proton and lead-lead collisions at $ \sqrt{\smash[b]{s_{_{\mathrm{NN}}}}} = $ 5.02 TeV JHEP 01 (2024) 128 CMS-HIN-21-004
2307.11186
Compact Muon Solenoid
LHC, CERN