REVIEW 1 major objections 5 minor 1 cited by
Measurement of the $\Upsilon$(1S), $\Upsilon$(2S), and $\Upsilon$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV
T0 review · 1 major / 5 minor · reviewed 2026-08-03 · deepseek-v4-flash
Pith's one-line read This paper reports the first measurement of the production cross sections of the three bottomonium states Upsilon(1S), Upsilon(2S), and Upsilon(3S) in proton-proton collisions at a centre-of-mass energy of 13.6 TeV, differentially in transv
desk verdict A solid, incremental CMS measurement that extends Upsilon pT reach to 200 GeV at 13.6 TeV; the MC-only L1 trigger correction is the main caveat, but the paper is honest about it. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The analysis chain combines three elements: signal yields from an extended maximum likelihood fit of the dimuon mass spectrum using a double Crystal Ball shape for each resonance plus a polynomial background; an acceptance correction computed from simulated events, assuming unpolarized production; and a detection efficiency built from single-muon efficiencies measured from data with a tag-and-probe technique, multiplied by a correction for the hardware trigger inefficiency when the two muons are so close in angle and momentum that they may be misidentified as one track.
What would settle it
Compare the measured dimuon trigger efficiency as a function of the angular separation of the two muons, obtained from events recorded with single-muon triggers, against the efficiency predicted by the simulation. If the ratio differs from unity beyond the assigned uncertainty, the baseline cross sections, particularly near pT = 20 GeV, would need to be shifted.
Extended reading notes
Core claim
The central result is the pT-differential cross section times branching fraction for each Upsilon state, extracted from fits to the dimuon invariant mass spectrum in 19 pT bins and two rapidity intervals. The measurement covers pT from 20 to 200 GeV, with the excited-to-ground-state ratios leveling off for pT above about 55 GeV. The cross sections include feed-down from heavier bottomonia and are quoted assuming unpolarized production, with tables provided to rescale to other polarization scenarios. Numerical values are given in an appendix and a data record.
Load-bearing premise
The central values rest on the assumption that the trigger efficiency for muon pairs that are close in angle and momentum is accurately described by the detector simulation; if the simulation mis-models this inefficiency, the low-pT cross sections could be biased by more than the quoted uncertainty.
Editorial extensions
If this is right
- The new measurements extend the pT reach of quarkonium cross sections to 200 GeV, roughly doubling the range previously explored.
- The plateau in the Upsilon(2S)/Upsilon(1S) and Upsilon(3S)/Upsilon(1S) ratios at high pT gives a new observable that global NRQCD fits must reproduce.
- The near-identical cross sections in the two rapidity intervals indicate that production is fairly flat across midrapidity.
- The polarization conversion tables allow the results to be adapted to any future polarization measurement without redoing the analysis.
Reading between the lines
- If the high-pT plateau persists beyond 200 GeV, it would suggest that the three Upsilon states share a common short-distance production mechanism, with binding dynamics almost independent of the radial excitation.
- The low-pT bins are the most sensitive to the simulation-based correction for the trigger inefficiency; a dedicated data-driven check using well-separated dimuons could either validate or bound the systematic uncertainty.
- Because the cross sections are inclusive of feed-down, comparisons with theory will need to subtract feed-down from heavier states; a prompt-only extraction would be a natural follow-up.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper reports the first measurement of the Υ(1S), Υ(2S), and Υ(3S) differential production cross sections times the dimuon branching fraction in pp collisions at √s=13.6 TeV, using 37.4 fb⁻¹ of CMS data collected in 2022. The cross sections are measured as a function of pT from 20 to 200 GeV in two rapidity intervals, |y|<0.6 and 0.6<|y|<1.2. Signal yields are extracted from extended maximum likelihood fits to the dimuon invariant mass spectrum; muon efficiencies are measured with tag-and-probe, acceptances are obtained from GEANT4-based simulation with data-driven reweighting checks, and a dedicated correction accounts for L1 trigger inefficiency for close muon pairs. Numerical results are provided in Appendix A and in HEPData. The measurement extends the pT reach of the previous CMS 13 TeV measurement from 100 to 200 GeV and includes feed-down contributions from heavier bottomonia.
Significance. If the result holds, it provides a valuable new reference dataset for NRQCD global fits at a new collision energy and extends the high-pT reach of bottomonium production measurements. The analysis is careful and standard: the fit model is validated with alternative parametrizations, the tag-and-probe efficiencies are data-driven, the acceptance is checked by reweighting simulated spectra to the measured ones, and the systematic uncertainties are broken down by source. The availability of the numerical values in tables and HEPData is a clear strength that facilitates phenomenological reuse.
major comments (1)
- [Section 5] The systematic uncertainty on the L1 dimuon trigger inefficiency for close muon pairs is a load-bearing component, reaching about 9% at intermediate pT. The text states that this uncertainty reflects 'potential residual differences' between detector and simulation, but it does not explain how the quoted 1%–9% values are derived from the studies described. The rejection of low-efficiency events is a useful sensitivity check, but it does not validate the MC efficiency itself; the baseline and rejected results can agree while both share a common bias from an inaccurate correction. Please provide a more quantitative description of the uncertainty estimation, and discuss whether a data-driven closure test using single-muon-triggered events could be used to anchor this correction.
minor comments (5)
- [Section 3/6] The text says the cross sections include feed-down from heavier bottomonia, but does not clarify whether non-prompt production from b-hadron decays is also included. Since the analysis does not use displacement requirements, the measurement is presumably inclusive; please state this explicitly.
- [Figure 3] The systematic uncertainties in Tables A.1–A.3 are described as fully correlated, yet the ratios in Fig. 3 treat all uncertainties as uncorrelated. Please justify this conservative choice or account for the correlations between the 13.6 TeV and earlier CMS measurements where appropriate.
- [Appendix A] The text says the polarization scaling factors in Table A.4 can be interpolated to other polarization scenarios, but the interpolation formula is not given. Specify how the factors scale as a function of λθ (e.g., linear interpolation).
- [Section 4] The fixed double-Crystal-Ball shape parameters are said to be validated with data integrated over pT. It would be helpful to show a few fit pull distributions or goodness-of-fit indicators, especially in the highest-pT bins where yields are small.
- [Section 5] Minor typographical issues: 'still provide a reasonably good description the data' should read 'description of the data'; the notation for the two rapidity ranges in the L1 uncertainty sentence is ambiguous and should be clarified.
Circularity Check
No circularity: the cross sections are extracted from data via Eq. (1); the NRQCD curves are explicitly illustrative and no theoretical parameter is fitted to produce the reported numbers.
full rationale
The paper is a cross-section measurement, not a derivation of a predicted quantity. Eq. (1) defines Bd²σ/dydpT as N/(L Δy ΔpT) × 1/ε × 1/A. N is obtained from a fit to the measured dimuon mass spectrum, ε is measured from data with tag-and-probe, and A is from a GEANT4 simulation. None of these inputs is defined in terms of the reported cross section. The only simulation-dependent correction, the L1 dimuon trigger inefficiency for close muon pairs, is neither fitted to the final data nor presented as a prediction: Sec. 5 assigns an uncertainty for "potential residual differences" between detector and MC, and the robustness check that rejects the affected events changes the sample and is not used to define the central values. The NRQCD curves in Fig. 2 are explicitly "shown for illustration" and described as depending on LDME values, feed-down fractions, and polarization scenarios chosen in Ref. [59], so no circularity arises from them. The numerous CMS self-citations document the tag-and-probe technique and previous measurements; they are methodological references, not load-bearing justifications of the measured result. The reported numbers are benchmark data and are self-contained against the data sample; no central claim is forced by definition or by self-citation.
Assumptions & free parameters
free parameters (1)
- Fixed double-Crystal-Ball shape parameters =
n1=1, n2=2, α1=α2=2, σ2/σ1=1.55, f=0.4
assumptions (6)
- domain assumption Υ(nS) production is unpolarized for the central acceptance values
- domain assumption GEANT4 simulation accurately models the L1 dimuon trigger inefficiency for close muon pairs
- domain assumption Tag-and-probe on Υ(1S) data gives unbiased muon efficiencies
- domain assumption Signal line-shape parameterization from simulation describes data
- domain assumption The integrated luminosity of 37.4 fb⁻¹ and its 1.4% uncertainty are correct
- domain assumption The combinatorial background is adequately described by a second-order polynomial
Cite this review
Pith. "Pith review of Measurement of the $\Upsilon$(1S), $\Upsilon$(2S), and $\Upsilon$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV." pith.science (2026). https://pith.science/paper/MQCXT6L2
@misc{pith2026260120023,
author = {Pith},
title = {Pith review of: Measurement of the $\Upsilon$(1S), $\Upsilon$(2S), and $\Upsilon$(3S) differential cross sections in pp collisions at $\sqrts$ = 13.6 TeV},
year = {2026},
howpublished = {\url{https://pith.science/paper/MQCXT6L2}},
note = {Machine review of arXiv:2601.20023}
}
abstract
The production cross sections of the $\Upsilon$(1S), $\Upsilon$(2S), and $\Upsilon$(3S) mesons are measured in proton-proton collisions at $\sqrt{s}$ = 13.6 TeV, using a data sample collected in 2022 by the CMS experiment and corresponding to an integrated luminosity of 37.4 fb$^{-1}$. The measurement is performed in the $\mu^+\mu^-$ decay channels, differentially as a function of transverse momentum in the 20$-$200 GeV range, in the $\lvert y \rvert$ $\lt$ 0.6 and 0.6 $\lt$ $\lvert y \rvert$ $\lt$ 1.2 rapidity intervals.
Figures
Forward citations
Cited by 1 Pith paper
-
Measurement of the fragmentation properties of jets containing $\Upsilon$(nS) mesons in proton-proton collisions at $\sqrt{s}$ = 13 TeV
First measurement of Upsilon(nS) jet-fragmentation profiles shows data have lower z and higher p_rel^T than PYTHIA 8.240/8.310 with CP1/CP5 tunes.
Reference graph
Works this paper leans on
-
[1]
Quarkonium Working Group Collaboration, “Heavy quarkonium physics”,CERN Y ellow Reports: Monographs, CERN-2005-005(2005)doi:10.5170/CERN-2005-005, arXiv:hep-ph/0412158
arXiv 2005
-
[2]
Heavy quarkonium: progress, puzzles, and opportunities
N. Brambilla et al., “Heavy quarkonium: progress, puzzles, and opportunities”,Eur. Phys. J. C71(2011) 1534,doi:10.1140/epjc/s10052-010-1534-9, arXiv:1010.5827
arXiv 2011
-
[3]
Rigorous QCD analysis of inclusive annihilation and production of heavy quarkonium
G. Bodwin, E. Braaten, and P . Lepage, “Rigorous QCD analysis of inclusive annihilation and production of heavy quarkonium”,Phys. Rev. D51(1995) 1125, doi:10.1103/PhysRevD.51.1125,arXiv:hep-ph/9407339. [Erratum: doi:10.1103/PhysRevD.55.5853]
arXiv 1995
-
[4]
J/ψproduction in NRQCD: A global analysis of yield and polarization
M. Butensch ¨on and B. A. Kniehl, “J/ψproduction in NRQCD: A global analysis of yield and polarization”,Nucl. Phys. B Proc. Suppl.222(2012) 151, doi:10.1016/j.nuclphysbps.2012.03.016,arXiv:1201.3862
arXiv 2012
-
[5]
J/ψpolarization at hadron colliders in nonrelativistic QCD
K.-T. Chao et al., “J/ψpolarization at hadron colliders in nonrelativistic QCD”,Phys. Rev. Lett.108(2012) 242004,doi:10.1103/PhysRevLett.108.242004, arXiv:1201.2675
arXiv 2012
-
[6]
Next-to-leading-order tests of NRQCD factorization with J/ψyield and polarization
M. Butensch ¨on and B. A. Kniehl, “Next-to-leading-order tests of NRQCD factorization with J/ψyield and polarization”,Mod. Phys. Lett. A28(2013) 1350027, doi:10.1142/S0217732313500272,arXiv:1212.2037. References 9
arXiv 2013
-
[7]
Polarization for prompt J/ψandψ(2S) production at the Tevatron and LHC
B. Gong, L.-P . Wan, J.-X. Wang, and H.-F. Zhang, “Polarization for prompt J/ψandψ(2S) production at the Tevatron and LHC”,Phys. Rev. Lett.110(2013) 042002, doi:10.1103/PhysRevLett.110.042002,arXiv:1205.6682
arXiv 2013
-
[8]
Towards the experimental clarification of quarkonium polarization
P . Faccioli, C. Lourenc ¸o, J. Seixas, and H. W¨ohri, “Towards the experimental clarification of quarkonium polarization”,Eur. Phys. J. C69(2010) 657, doi:10.1140/epjc/s10052-010-1420-5,arXiv:1006.2738
arXiv 2010
Show all 59 references
-
[9]
J/ψpolarization at Tevatron and LHC: nonrelativistic-QCD factorization at the crossroads
M. Butensch ¨on and B. A. Kniehl, “J/ψpolarization at Tevatron and LHC: nonrelativistic-QCD factorization at the crossroads”,Phys. Rev. Lett.108(2012) 172002, doi:10.1103/PhysRevLett.108.172002,arXiv:1201.1872
2012 arXiv
-
[10]
Quarkonium production in the LHC era: A polarized perspective
P . Faccioli et al., “Quarkonium production in the LHC era: A polarized perspective”, Phys. Lett. B736(2014) 98,doi:10.1016/j.physletb.2014.07.006, arXiv:1403.3970
2014 arXiv
-
[11]
Fragmentation contributions to hadroproduction of prompt J/ψ,χ cJ , andψ(2S)states
G. T. Bodwin et al., “Fragmentation contributions to hadroproduction of prompt J/ψ,χ cJ , andψ(2S)states”,Phys. Rev. D93(2016) 034041, doi:10.1103/PhysRevD.93.034041,arXiv:1509.07904
2016 arXiv
-
[12]
From identical S- and P-wavep T spectra to maximally distinct polarizations: probing NRQCD withχstates
P . Faccioli et al., “From identical S- and P-wavep T spectra to maximally distinct polarizations: probing NRQCD withχstates”,Eur. Phys. J. C78(2018) 268, doi:10.1140/epjc/s10052-018-5755-7,arXiv:1802.01106
2018 arXiv
-
[13]
Υ(1S) prompt production at the Tevatron and LHC in nonrelativistic QCD
K. Wang, Y.-Q. Ma, and K.-T. Chao, “Υ(1S) prompt production at the Tevatron and LHC in nonrelativistic QCD”,Phys. Rev. D85(2012) 114003, doi:10.1103/PhysRevD.85.114003,arXiv:1202.6012
2012 arXiv
-
[14]
Complete next-to-leading-order study on the yield and polarization ofΥ(1S,2S,3S) at the Tevatron and LHC
B. Gong, L.-P . Wan, J.-X. Wang, and H.-F. Zhang, “Complete next-to-leading-order study on the yield and polarization ofΥ(1S,2S,3S) at the Tevatron and LHC”,Phys. Rev. Lett. 112(2014) 032001,doi:10.1103/PhysRevLett.112.032001,arXiv:1305.0748
2014 arXiv
-
[15]
Υ(nS) andχ b(nP) production at hadron colliders in nonrelativistic QCD
H. Han et al., “Υ(nS) andχ b(nP) production at hadron colliders in nonrelativistic QCD”, Phys. Rev. D94(2016) 014028,doi:10.1103/PhysRevD.94.014028, arXiv:1410.8537
2016 arXiv
-
[16]
Prompt and non-prompt J/ψproduction in pp collisions at√s=7 TeV
CMS Collaboration, “Prompt and non-prompt J/ψproduction in pp collisions at√s=7 TeV”,Eur. Phys. J. C71(2011) 1575, doi:10.1140/epjc/s10052-011-1575-8,arXiv:1011.4193
2011 arXiv
-
[17]
J/ψandψ(2S)production in pp collisions at √s=7 TeV
CMS Collaboration, “J/ψandψ(2S)production in pp collisions at √s=7 TeV”,JHEP02 (2012) 011,doi:10.1007/JHEP02(2012)011,arXiv:1111.1557
2012 arXiv
-
[18]
Measurement of J/ψproduction in pp collisions at √s=7 TeV
LHCb Collaboration, “Measurement of J/ψproduction in pp collisions at √s=7 TeV”, Eur. Phys. J. C71(2011) 1645,doi:10.1140/epjc/s10052-011-1645-y, arXiv:1103.0423
2011 arXiv
-
[19]
Rapidity and transverse momentum dependence of inclusive J/ψ production in pp collisions at √s=7 TeV
ALICE Collaboration, “Rapidity and transverse momentum dependence of inclusive J/ψ production in pp collisions at √s=7 TeV”,Phys. Lett. B704(2011) 442, doi:10.1016/j.physletb.2011.09.054,arXiv:1105.0380. [Erratum: doi:10.1016/j.physletb.2012.10.060]
2011 arXiv
-
[20]
Measurement of the production cross-section of ψ(2S)→J/ψ(→µ +µ−)π+π− in pp collisions at √s=7 TeV at ATLAS
ATLAS Collaboration, “Measurement of the production cross-section of ψ(2S)→J/ψ(→µ +µ−)π+π− in pp collisions at √s=7 TeV at ATLAS”,JHEP09(2014) 079,doi:10.1007/JHEP09(2014)079,arXiv:1407.5532. 10
2014 arXiv
-
[21]
Measurement of J/ψandψ(2S)prompt double-differential cross sections in pp collisions at √s=7 TeV
CMS Collaboration, “Measurement of J/ψandψ(2S)prompt double-differential cross sections in pp collisions at √s=7 TeV”,Phys. Rev. Lett.114(2015) 191802, doi:10.1103/PhysRevLett.114.191802,arXiv:1502.04155
2015 arXiv
-
[22]
Measurement of forward J/ψproduction cross-sections in pp collisions at √s=13 TeV
LHCb Collaboration, “Measurement of forward J/ψproduction cross-sections in pp collisions at √s=13 TeV”,JHEP10(2015) 172,doi:10.1007/JHEP10(2015)172, arXiv:1509.00771. [Erratum:doi:10.1007/JHEP05(2017)063]
2015 arXiv
-
[23]
Measurement of the differential cross-sections of prompt and non-prompt production of J/ψandψ(2S)in pp collisions at √s=7 and 8 TeV with the ATLAS detector
ATLAS Collaboration, “Measurement of the differential cross-sections of prompt and non-prompt production of J/ψandψ(2S)in pp collisions at √s=7 and 8 TeV with the ATLAS detector”,Eur. Phys. J. C76(2016) 283, doi:10.1140/epjc/s10052-016-4050-8,arXiv:1512.03657
2016 arXiv
-
[24]
Measurement of the production cross-section of J/ψandψ(2S) mesons in pp collisions at √s=13 TeV with the ATLAS detector
ATLAS Collaboration, “Measurement of the production cross-section of J/ψandψ(2S) mesons in pp collisions at √s=13 TeV with the ATLAS detector”,Eur. Phys. J. C84 (2024) 169,doi:10.1140/epjc/s10052-024-12439-9,arXiv:2309.17177
2024 arXiv
-
[25]
Upsilon production cross section in pp collisions at √s=7 TeV
CMS Collaboration, “Upsilon production cross section in pp collisions at √s=7 TeV”, Phys. Rev. D83(2011) 112004,doi:10.1103/PhysRevD.83.112004, arXiv:1012.5545
2011 arXiv
-
[26]
Measurement of Upsilon production in pp collisions at√s=7 TeV
LHCb Collaboration, “Measurement of Upsilon production in pp collisions at√s=7 TeV”,Eur. Phys. J. C72(2012) 2025, doi:10.1140/epjc/s10052-012-2025-y,arXiv:1202.6579
2012 arXiv
-
[27]
Measurement of Upsilon production in 7 TeV pp collisions at ATLAS
ATLAS Collaboration, “Measurement of Upsilon production in 7 TeV pp collisions at ATLAS”,Phys. Rev. D87(2013) 052004,doi:10.1103/PhysRevD.87.052004, arXiv:1211.7255
2013 arXiv
-
[28]
Measurement of theΥ(1S),Υ(2S), andΥ(3S) cross sections in pp collisions at √s=7 TeV
CMS Collaboration, “Measurement of theΥ(1S),Υ(2S), andΥ(3S) cross sections in pp collisions at √s=7 TeV”,Phys. Lett. B727(2013) 101, doi:10.1016/j.physletb.2013.10.033,arXiv:1303.5900
2013 arXiv
-
[29]
Measurements of theΥ(1S),Υ(2S), andΥ(3S) differential cross sections in pp collisions at √s=7 TeV
CMS Collaboration, “Measurements of theΥ(1S),Υ(2S), andΥ(3S) differential cross sections in pp collisions at √s=7 TeV”,Phys. Lett. B749(2015) 14, doi:10.1016/j.physletb.2015.07.037,arXiv:1501.07750
2015 arXiv
-
[30]
Measurement of quarkonium production cross sections in pp collisions at √s=13 TeV
CMS Collaboration, “Measurement of quarkonium production cross sections in pp collisions at √s=13 TeV”,Phys. Lett. B780(2018) 251, doi:10.1016/j.physletb.2018.02.033,arXiv:1710.11002
2018 arXiv
-
[31]
J/ψpolarization in pp collisions at √s=7 TeV
ALICE Collaboration, “J/ψpolarization in pp collisions at √s=7 TeV”,Phys. Rev. Lett. 108(2012) 082001,doi:10.1103/PhysRevLett.108.082001,arXiv:1111.1630
2012 arXiv
-
[32]
Measurement of the prompt J/ψandψ(2S)polarizations in pp collisions at √s=7 TeV
CMS Collaboration, “Measurement of the prompt J/ψandψ(2S)polarizations in pp collisions at √s=7 TeV”,Phys. Lett. B727(2013) 381, doi:10.1016/j.physletb.2013.10.055,arXiv:1307.6070
2013 arXiv
-
[33]
Measurement of theΥ(1S),Υ(2S), andΥ(3S) polarizations in pp collisions at √s=7 TeV
CMS Collaboration, “Measurement of theΥ(1S),Υ(2S), andΥ(3S) polarizations in pp collisions at √s=7 TeV”,Phys. Rev. Lett.110(2013) 081802, doi:10.1103/PhysRevLett.110.081802,arXiv:1209.2922
2013 arXiv
-
[34]
Measurement of J/ψpolarization in pp collisions at √s=7 TeV
LHCb Collaboration, “Measurement of J/ψpolarization in pp collisions at √s=7 TeV”, Eur. Phys. J. C73(2013) 2631,doi:10.1140/epjc/s10052-013-2631-3, arXiv:1307.6379. References 11
2013 arXiv
-
[35]
Measurement ofψ(2S)polarisation in pp collisions at√s=7 TeV
LHCb Collaboration, “Measurement ofψ(2S)polarisation in pp collisions at√s=7 TeV”,Eur. Phys. J. C74(2014) 2872, doi:10.1140/epjc/s10052-014-2872-9,arXiv:1403.1339
2014 arXiv
-
[36]
Constraints on theχ c1 versusχ c2 polarizations in proton-proton collisions at √s=8 TeV
CMS Collaboration, “Constraints on theχ c1 versusχ c2 polarizations in proton-proton collisions at √s=8 TeV”,Phys. Rev. Lett.124(2020) 162002, doi:10.1103/PhysRevLett.124.162002,arXiv:1912.07706
2020 arXiv
-
[37]
Measurement of the polarizations of prompt and non-prompt J/ψ andψ(2S)mesons produced in pp collisions at √s=13 TeV
CMS Collaboration, “Measurement of the polarizations of prompt and non-prompt J/ψ andψ(2S)mesons produced in pp collisions at √s=13 TeV”,Phys. Lett. B858(2024) 139044,doi:10.1016/j.physletb.2024.139044,arXiv:2406.14409
2024
-
[38]
Experimental review of the quarkonium physics at the LHC
Y. Zhao et al., “Experimental review of the quarkonium physics at the LHC”,Symmetry 17(2025) 1521,doi:10.3390/sym17091521,arXiv:2509.10330
2025 arXiv
-
[39]
HEPData record for this analysis, 2025.doi:10.17182/hepdata.167435.v1
2025 doi
-
[40]
The CMS experiment at the CERN LHC
CMS Collaboration, “The CMS experiment at the CERN LHC”,JINST3(2008) S08004, doi:10.1088/1748-0221/3/08/S08004
2008 doi
-
[41]
Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC
CMS Collaboration, “Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC”,JINST16(2021) P05014, doi:10.1088/1748-0221/16/05/P05014,arXiv:2012.06888
2021 arXiv
-
[42]
Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at √s=13 TeV
CMS Collaboration, “Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at √s=13 TeV”,JINST13(2018) P06015, doi:10.1088/1748-0221/13/06/P06015,arXiv:1804.04528
2018 arXiv
-
[43]
Description and performance of track and primary-vertex reconstruction with the CMS tracker
CMS Collaboration, “Description and performance of track and primary-vertex reconstruction with the CMS tracker”,JINST9(2014) P10009, doi:10.1088/1748-0221/9/10/P10009,arXiv:1405.6569
2014 arXiv
-
[44]
Development of the CMS detector for the CERN LHC Run 3
CMS Collaboration, “Development of the CMS detector for the CERN LHC Run 3”, JINST19(2024) P05064,doi:10.1088/1748-0221/19/05/P05064, arXiv:2309.05466
2024 arXiv
-
[45]
Performance of the CMS Level-1 trigger in proton-proton collisions at √s=13 TeV
CMS Collaboration, “Performance of the CMS Level-1 trigger in proton-proton collisions at √s=13 TeV”,JINST15(2020) P10017, doi:10.1088/1748-0221/15/10/P10017,arXiv:2006.10165
2020 arXiv
-
[46]
The CMS trigger system
CMS Collaboration, “The CMS trigger system”,JINST12(2017) P01020, doi:10.1088/1748-0221/12/01/P01020,arXiv:1609.02366
2017 arXiv
-
[47]
Performance of the CMS high-level trigger during LHC Run 2
CMS Collaboration, “Performance of the CMS high-level trigger during LHC Run 2”, JINST19(2024) P11021,doi:10.1088/1748-0221/19/11/P11021, arXiv:2410.17038
2024 arXiv
-
[48]
An introduction toPYTHIA8.2
T. Sj ¨ostrand et al., “An introduction toPYTHIA8.2”,Comput. Phys. Commun.191(2015) 159,doi:10.1016/j.cpc.2015.01.024,arXiv:1410.3012
2015 arXiv
-
[49]
A comprehensive guide to the physics and usage ofPYTHIA8.3
C. Bierlich et al., “A comprehensive guide to the physics and usage ofPYTHIA8.3”, SciPost Phys. Codebases(2022) 8,doi:10.21468/SciPostPhysCodeb.8, arXiv:2203.11601. 12
2022 arXiv
-
[50]
Extraction and validation of a new set of CMSPYTHIA8 tunes from underlying-event measurements
CMS Collaboration, “Extraction and validation of a new set of CMSPYTHIA8 tunes from underlying-event measurements”,Eur. Phys. J. C80(2020) 4, doi:10.1140/epjc/s10052-019-7499-4,arXiv:1903.12179
2020 arXiv
-
[51]
Parton distributions from high-precision collider data
NNPDF Collaboration, “Parton distributions from high-precision collider data”,Eur. Phys. J. C77(2017) 663,doi:10.1140/epjc/s10052-017-5199-5, arXiv:1706.00428
2017 arXiv
-
[52]
PHOTOS interface in C++: technical and physics documentation
N. Davidson, T. Przedzinski, and Z. Wa ¸s, “PHOTOS interface in C++: technical and physics documentation”,Comput. Phys. Commun.199(2016) 86, doi:10.1016/j.cpc.2015.09.013,arXiv:1011.0937
2016 arXiv
-
[53]
GEANT4—a simulation toolkit
GEANT4 Collaboration, “GEANT4—a simulation toolkit”,Nucl. Instrum. Meth. A506 (2003) 250,doi:10.1016/S0168-9002(03)01368-8
2003 doi
-
[54]
The RooFit toolkit for data modeling
W. Verkerke and D. P . Kirkby, “The RooFit toolkit for data modeling”,eConfC0303241 (2003) MOLT007,arXiv:physics/0306116
2003 arXiv
-
[55]
A study of the reactionsψ ′ →γγψ
M. J. Oreglia, “A study of the reactionsψ ′ →γγψ”. PhD thesis, Stanford University, 1980
1980
-
[56]
Review of particle physics
Particle Data Group, S. Navas et al., “Review of particle physics”,Phys. Rev. D110 (2024) 030001,doi:10.1103/PhysRevD.110.030001
2024 doi
-
[57]
Luminosity measurement for the 2022 pp data-taking period
CMS Collaboration, “Luminosity measurement for the 2022 pp data-taking period”, CMS Physics Analysis Summary CMS-PAS-LUM-22-001, 2022
2022
-
[58]
sPlot: a statistical tool to unfold data distributions
M. Pivk and F. R. Le Diberder, “sPlot: a statistical tool to unfold data distributions”, Nucl. Instrum. Meth. A555(2005) 356,doi:10.1016/j.nima.2005.08.106, arXiv:physics/0402083
2005 arXiv
-
[59]
Complete study on polarization ofΥ(nS) hadroproduction at QCD next-to-leading order
Y. Feng, B. Gong, C.-H. Chang, and J.-X. Wang, “Complete study on polarization ofΥ(nS) hadroproduction at QCD next-to-leading order”,Chin. Phys. C45(2021) 013117, doi:10.1088/1674-1137/abc682,arXiv:2009.03028. A Tables of cross sections and correction factors This appendix col...
2021 arXiv
Reviewed August 3, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.