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CMS-EXO-22-017 ; CERN-EP-2024-022
Search for long-lived heavy neutral leptons decaying in the CMS muon detectors in proton-proton collisions at $ \sqrt{s}= $ 13 TeV
Accepted for publication in Phys. Rev. D
Abstract: A search for heavy neutral leptons (HNLs) decaying in the CMS muon system is presented. A data sample is used corresponding to an integrated luminosity of 138 fb$ ^{-1} $ of proton-proton collisions at $ \sqrt{s}= $ 13 TeV, recorded at the CERN LHC in 2016-2018. Decay products of long-lived HNLs could interact with the shielding materials in the CMS muon system and create hadronic and electromagnetic showers detected in the muon chambers. This distinctive signature provides a unique handle to search for HNLs with masses below 4 GeV and proper decay lengths of the order of meters. The signature is sensitive to HNL couplings to all three generations of leptons. Candidate events are required to contain a prompt electron or muon originating from a vertex on the beam axis and a displaced shower in the muon chambers. No significant deviations from the standard model background expectation are observed. In the electron (muon) channel, the most stringent limits to date are set for HNLs in the mass range of 2.1-3.0 (1.9-3.3) GeV, reaching mixing matrix element squared values as low as 8.6 (4.6) $ \times $ 10$^{-6} $.
Figures & Tables Summary References CMS Publications
Figures

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Figure 1:
Feynman diagrams for the production of a Majorana HNL $ N_M $ (left) and a Dirac HNL $ \overline{N_D} $ (right) via a W$^{-}$ boson decay and through its mixing with an SM neutrino of the same flavor. The prompt lepton from the W$^{-}$ boson serves as a clean signature for triggering, whereas the decay products of the HNL are reconstructed as a cluster of muon detector hits.

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Figure 1-a:
Feynman diagrams for the production of a Majorana HNL $ N_M $ (left) and a Dirac HNL $ \overline{N_D} $ (right) via a W$^{-}$ boson decay and through its mixing with an SM neutrino of the same flavor. The prompt lepton from the W$^{-}$ boson serves as a clean signature for triggering, whereas the decay products of the HNL are reconstructed as a cluster of muon detector hits.

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Figure 1-b:
Feynman diagrams for the production of a Majorana HNL $ N_M $ (left) and a Dirac HNL $ \overline{N_D} $ (right) via a W$^{-}$ boson decay and through its mixing with an SM neutrino of the same flavor. The prompt lepton from the W$^{-}$ boson serves as a clean signature for triggering, whereas the decay products of the HNL are reconstructed as a cluster of muon detector hits.

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Figure 2:
Distribution of $ N_{\text{hits}} $ (upper) and $ \Delta\phi_\text{lep} $ (lower) for DT clusters (left) and CSC clusters (right). Signal distributions of a Majorana HNL with $ m_{\mathrm{N}} = $ 2 GeV and $ c\tau_{0}= $ 1 m are compared with the OOT background distributions selected with $ t_\mathrm{cluster}^\mathrm{DT} $ matched to bunch crossings earlier than the PV for DT clusters and $ t_\mathrm{cluster}^\mathrm{CSC} < - $ 12.5 ns for CSC clusters. The distributions are normalized to unit area. The shapes of the distributions shown are similar for the electron and muon channels.

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Figure 3:
Definition of the ABCD plane. The area of the blue squares illustrates the relative amount of expected events in each of the bins, with bins B and C having the majority of the event yields. Bin D is the signal region.

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Figure 4:
The expected and observed number of events in the signal region (bin D) of different event categories. Signal yields of a 2 GeV Majorana HNL with the mean proper decay length of 1 m are added to the expected background.

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Figure 5:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-a:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-b:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-c:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-d:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-e:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 5-f:
Expected and observed upper 95% CL limits on $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $ (upper), $ |V_{{\mathrm{N}} \mu}|^2 $ (middle) and $ |V_{{\mathrm{N}} \tau}|^2 $ (lower) as functions of the HNL mass ($ m_{\mathrm{N}} $) for a Majorana (left) and Dirac (right) type HNL. The tau neutrino mixing limit is obtained by combining the results from the electron and muon channels. For these limit calculations, the HNL is assumed to mix with a single lepton flavor state only. The differences between the expected and observed limits on $ |V_{{\mathrm{N}} \mu}|^2 $ are not visible in this figure.

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Figure 6:
The largest values of the Majorana (upper) and Dirac (lower) HNL mass (left) and mean proper decay length (right) parameters that are excluded at 95% CL are shown as a function of the mixing matrix elements squared ratios $ f_\ell $ with the three lepton generations, considering a mean proper decay length of 1 m and a fixed mass of 1.5 GeV, respectively.

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Figure 6-a:
The largest values of the Majorana (upper) and Dirac (lower) HNL mass (left) and mean proper decay length (right) parameters that are excluded at 95% CL are shown as a function of the mixing matrix elements squared ratios $ f_\ell $ with the three lepton generations, considering a mean proper decay length of 1 m and a fixed mass of 1.5 GeV, respectively.

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Figure 6-b:
The largest values of the Majorana (upper) and Dirac (lower) HNL mass (left) and mean proper decay length (right) parameters that are excluded at 95% CL are shown as a function of the mixing matrix elements squared ratios $ f_\ell $ with the three lepton generations, considering a mean proper decay length of 1 m and a fixed mass of 1.5 GeV, respectively.

png pdf
Figure 6-c:
The largest values of the Majorana (upper) and Dirac (lower) HNL mass (left) and mean proper decay length (right) parameters that are excluded at 95% CL are shown as a function of the mixing matrix elements squared ratios $ f_\ell $ with the three lepton generations, considering a mean proper decay length of 1 m and a fixed mass of 1.5 GeV, respectively.

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Figure 6-d:
The largest values of the Majorana (upper) and Dirac (lower) HNL mass (left) and mean proper decay length (right) parameters that are excluded at 95% CL are shown as a function of the mixing matrix elements squared ratios $ f_\ell $ with the three lepton generations, considering a mean proper decay length of 1 m and a fixed mass of 1.5 GeV, respectively.
Tables

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Table 1:
Validation of the ABCD method in the OOT and in-time validation regions. The predictions of the method for the signal bin (last column) are consistent with the observed number of events, shown in the second-to-last column.

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Table 2:
The event yields in the bins A, B, and C are shown in each of the event categories considered in the search, as well as the prefit prediction for the ABCD background in the signal-enriched bin D.

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Table 3:
Summary of the $ \mathrm{Z}\to\mu\mu $ background estimate in different categories. The first three columns show the estimates in the $ \mathrm{Z}\to\mu\mu $ enriched control region of the total background and its $ \mathrm{Z}\to\mu\mu $ and non-muon-induced components. The fourth column shows the transfer factors $ \zeta $ used to predict the $ \mathrm{Z}\to\mu\mu $ background in the signal region, shown in the fifth column.

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Table 4:
Summary of systematic uncertainties affecting the signal yield prediction. For DT clusters, the systematic uncertainties due to jet and muon vetoes are found to be negligible and are omitted. The uncertainties are reported relative to their impact on the predicted signal yield.

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Table 5:
Excluded ranges of $ |V_{{\mathrm{N}} \ell}|^2 $ for Majorana and Dirac type HNLs at select HNL masses. The chosen HNL masses are those at which the excluded values of $ |V_{{\mathrm{N}} \ell}|^2 $ have the smallest magnitude.
Summary
A search for long-lived Dirac or Majorana heavy neutral leptons (HNLs) has been performed using proton-proton collision data at $ \sqrt{s} = $ 13 TeV, corresponding to an integrated luminosity of 138 fb$ ^{-1} $. The search targets events with one prompt electron or muon and a muon detector shower (MDS) that would result from HNL decays occurring in the CMS muon detector. The presence of the MDS signature along with the associated vetoes and identification criteria suppresses the standard model background by a factor exceeding 10$^{7} $, while maintaining typical signal efficiencies of 25-35%. No significant excess over the standard model background is observed. The results are interpreted as 95% confidence level limits on the HNL mixing matrix elements squared $ |V_{{\mathrm{N}} \mathrm{e}}|^2 $, $ |V_{{\mathrm{N}} \mu}|^2 $, and $ |V_{{\mathrm{N}} \tau}|^2 $. We also present limits on the HNL mass and mean proper decay length as a function of the mixing matrix element squared fractions to the three lepton generations. The most stringent limits to date for HNLs in the mass range of 2.1-3.0 (1.9-3.3) GeV are set, reaching squared mixing matrix element values as low as 8.6 (4.6) $ \times $ 10$^{-6} $ in the electron (muon) channel.
References
1 Super-Kamiokande Collaboration Evidence for oscillation of atmospheric neutrinos PRL 81 (1998) 1562 hep-ex/9807003
2 SNO Collaboration Direct evidence for neutrino flavor transformation from neutral-current interactions in the Sudbury Neutrino Observatory PRL 89 (2002) 011301 nucl-ex/0204008
3 KamLAND Collaboration First results from KamLAND: Evidence for reactor antineutrino disappearance PRL 90 (2003) 021802 hep-ex/0212021
4 S. Bilenky Neutrino oscillations: From a historical perspective to the present status NPB 908 (2016) 2 1602.00170
5 S. Roy Choudhury and S. Hannestad Updated results on neutrino mass and mass hierarchy from cosmology with Planck 2018 likelihoods JCAP 07 (2020) 037 1907.12598
6 M. Ivanov, M. Simonović , and M. Zaldarriaga Cosmological parameters and neutrino masses from the final Planck and full-shape BOSS data PRD 101 (2020) 083504 1912.08208
7 J. Formaggio, A. de Gouv \^e a, and R. Robertson Direct measurements of neutrino mass Phys. Rept. 914 (2021) 1 2102.00594
8 P. Minkowski $ {\mu\to\mathrm{e}\gamma} $ at a rate of one out of $ 10^{9} $ muon decays? PLB 67 (1977) 421
9 T. Yanagida Horizontal symmetry and masses of neutrinos Prog. of Theo. Phys. 64 (1980) 1103
10 M. Gell-Mann, P. Ramond, and R. Slansky Complex spinors and unified theories in Supergravity, . North Holland Publishing, 1979 1306.4669
11 S. Glashow The future of elementary particle physics NATO Sci. Ser. B 61 (1980) 687
12 R. N. Mohapatra and G. Senjanović Neutrino mass and spontaneous parity nonconservation PRL 44 (1980) 912
13 J. Schechter and J. W. F. Valle Neutrino masses in $ \mathrm{SU}(2)\bigotimes\mathrm{U}(1) $ theories PRD 22 (1980) 2227
14 R. E. Shrock General theory of weak leptonic and semileptonic decays. I. Leptonic pseudoscalar meson decays, with associated tests for, and bounds on, neutrino masses and lepton mixing PRD 24 (1981) 1232
15 Y. Cai, T. Han, T. Li, and R. Ruiz Lepton number violation: Seesaw models and their collider tests Front. Phys. 6 (2018) 40 1711.02180
16 Z. Maki, M. Nakagawa, and S. Sakata Remarks on the unified model of elementary particles Prog. Theor. Phys. 28 (1962) 870
17 B. Pontecorvo Neutrino experiments and the problem of conservation of leptonic charge Zh. Eksp. Teor. Fiz. 53 (1967) 1717
18 A. Das, P. Konar, and S. Majhi Production of Heavy neutrino in next-to-leading order QCD at the LHC and beyond JHEP 06 (2016) 019 1604.00608
19 A. Das and N. Okada Bounds on heavy Majorana neutrinos in type-I seesaw and implications for collider searches PLB 774 (2017) 32 1702.04668
20 G. Cottin et al. Long-lived heavy neutral leptons with a displaced shower signature at CMS JHEP 02 (2023) 011 2210.17446
21 K. Bondarenko, A. Boyarsky, D. Gorbunov, and O. Ruchayskiy Phenomenology of GeVns-scale heavy neutral leptons JHEP 11 (2018) 032 1805.08567
22 M. Fukugita and T. Yanagida Baryogenesis without grand unification PLB 174 (1986) 45
23 E. Chun et al. Probing leptogenesis Int. J. Mod. Phys. A 33 (2018) 1842005 1711.02865
24 A. Boyarsky et al. Sterile neutrino dark matter PPNP 104 (2019) 1 1807.07938
25 V. Cirigliano et al. Leptonic anomalous magnetic moments in \ensuremath\nu SMEFT JHEP 08 (2021) 103 2105.11462
26 Muon g-2 Collaboration Measurement of the Positive Muon Anomalous Magnetic Moment to 0.20 ppm PRL 131 (2023) 161802 2308.06230
27 WA66 Collaboration Search for heavy neutrino decays in the BEBC beam dump experiment PLB 160 (1985) 207
28 CHARM Collaboration A search for decays of heavy neutrinos in the mass range 0.5--2.8 GeV PLB 166 (1986) 473
29 DELPHI Collaboration Search for neutral heavy leptons produced in Z decays Z. Phys. C 74 (1997) 57
30 NuTeV(E815) Collaboration Search for neutral heavy leptons in a high-energy neutrino beam PRL 83 (1999) 4943 hep-ex/9908011
31 Belle Collaboration Search for heavy neutrinos at Belle PRD 87 (2013) 071102 1301.1105
32 F. F. Deppisch, P. S. Bhupal Dev, and A. Pilaftsis Neutrinos and collider physics New J. Phys. 17 (2015) 075019 1502.06541
33 J. Beacham et al. Physics beyond colliders at CERN: Beyond the standard model working group report JPG 47 (2020) 010501 1901.09966
34 ATLAS Collaboration Search for heavy neutral leptons in decays of W bosons produced in 13 TeV pp collisions using prompt and displaced signatures with the ATLAS detector JHEP 10 (2019) 265 1905.09787
35 ATLAS Collaboration Search for heavy neutral leptons in decays of $ W $ bosons using a dilepton displaced vertex in $ \sqrt{s}= $ 13 TeV pp collisions with the ATLAS detector PRL 131 (2023) 061803 2204.11988
36 CMS Collaboration Search for heavy neutral leptons in events with three charged leptons in proton-proton collisions at $ \sqrt{s} = $ 13 TeV PRL 120 (2018) 221801 CMS-EXO-17-012
1802.02965
37 CMS Collaboration Search for heavy Majorana neutrinos in same-sign dilepton channels in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 01 (2019) 122 CMS-EXO-17-028
1806.10905
38 CMS Collaboration Search for long-lived heavy neutral leptons with displaced vertices in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 07 (2022) 081 CMS-EXO-20-009
2201.05578
39 LHCb Collaboration Search for heavy neutral leptons in $ \textrm{W}^+\to\mu^{+}\mu^{\pm}\textrm{jet} $ decays EPJC 81 (2021) 248 2011.05263
40 LHCb Collaboration Search for long-lived particles decaying to $ \textrm{e}^\pm \mu^\mp \nu $ EPJC 81 (2021) 261 2012.02696
41 CMS Collaboration Search for long-lived heavy neutral leptons with lepton flavour conserving or violating decays to a jet and a charged lepton Submitted to JHEP, 2023 CMS-EXO-21-013
2312.07484
42 CMS Collaboration Search for long-lived particles decaying in the CMS endcap muon detectors in proton-proton collisions at $ \sqrt{s}= $ 13 TeV PRL 127 (2021) 261804 CMS-EXO-20-015
2107.04838
43 CMS Collaboration HEPData record for this analysis link
44 CMS Collaboration Performance of the CMS Drift Tube Chambers with Cosmic Rays JINST 5 (2010) T03015 CMS-CFT-09-012
0911.4855
45 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
46 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
47 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004
48 P. Nason A new method for combining NLO QCD with shower Monte Carlo algorithms JHEP 11 (2004) 040 hep-ph/0409146
49 S. Frixione, P. Nason, and C. Oleari Matching NLO QCD computations with parton shower simulations: the POWHEG method JHEP 11 (2007) 070 0709.2092
50 S. Alioli, P. Nason, C. Oleari, and E. Re A general framework for implementing NLO calculations in shower Monte Carlo programs: the POWHEG box JHEP 06 (2010) 043 1002.2581
51 R. Gavin, Y. Li, F. Petriello, and S. Quackenbush FEWZ 2.0: A code for hadronic Z production at next-to-next-to-leading order Comput. Phys. Commun. 182 (2011) 2388 1011.3540
52 R. Gavin, Y. Li, F. Petriello, and S. Quackenbush W physics at the LHC with FEWZ 2.1 Comput. Phys. Commun. 184 (2013) 208 1201.5896
53 J. Alwall et al. The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations JHEP 07 (2014) 079 1405.0301
54 D. Alva, T. Han, and R. Ruiz Heavy Majorana neutrinos from $ \mathrm{W}\gamma $ fusion at hadron colliders JHEP 02 (2015) 072 1411.7305
55 C. Degrande, O. Mattelaer, R. Ruiz, and J. Turner Fully-automated precision predictions for heavy neutrino production mechanisms at hadron colliders PRD 94 (2016) 053002 1602.06957
56 S. Pascoli, R. Ruiz, and C. Weiland Heavy neutrinos with dynamic jet vetoes: Multilepton searches at $ \sqrt{s}= $ 14, 27, and 100 TeV JHEP 06 (2019) 049 1812.08750
57 T. Sjöstrand et al. An introduction to PYTHIA8.2 Comp. Phys. Comm. 191 (2015) 159 1410.3012
58 Y. Li and F. Petriello Combining QCD and electroweak corrections to dilepton production in FEWZ PRD 86 (2012) 094034 1208.5967
59 S. Camarda et al. DYTurbo: Fast predictions for Drell-Yan processes EPJC 80 (2020) 251 1910.07049
60 S. Camarda, L. Cieri, and G. Ferrera Drell-yan lepton-pair production: $ {q}_{T} $ resummation at $ \mathrm{N}^{3}\mathrm{LL} $ accuracy and fiducial cross sections at $ \mathrm{N}^{3}\mathrm{LO} $ PRD 104 (2021) L111503 2103.04974
61 GEANT4 Collaboration GEANT 4---a simulation toolkit NIM A 506 (2003) 250
62 CMS Collaboration Precision luminosity measurement in proton-proton collisions at $ \sqrt{s}= $ 13 TeV in 2015 and 2016 at CMS EPJC 81 (2021) 800 CMS-LUM-17-003
2104.01927
63 CMS Collaboration CMS luminosity measurement for the 2017 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2018
link
CMS-PAS-LUM-17-004
64 CMS Collaboration CMS luminosity measurement for the 2018 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2019
link
CMS-PAS-LUM-18-002
65 CMS Collaboration Event generator tunes obtained from underlying event and multiparton scattering measurements EPJC 76 (2016) 155 CMS-GEN-14-001
1512.00815
66 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
67 NNPDF Collaboration Parton distributions for the LHC Run II JHEP 04 (2015) 040 1410.8849
68 NNPDF Collaboration Parton distributions from high-precision collider data EPJC 77 (2017) 663 1706.00428
69 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
70 CMS Collaboration Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC JINST 16 (2021) P05014 CMS-EGM-17-001
2012.06888
71 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
72 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
73 M. Cacciari, G. P. Salam, and G. Soyez The anti-$ k_{\mathrm{T}} $ jet clustering algorithm JHEP 04 (2008) 063 0802.1189
74 M. Cacciari, G. P. Salam, and G. Soyez FASTJET user manual EPJC 72 (2012) 1896 1111.6097
75 CMS Collaboration Pileup mitigation at CMS in 13 TeV data JINST 15 (2020) P09018 CMS-JME-18-001
2003.00503
76 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
77 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
78 CMS Collaboration Technical proposal for the Phase-II upgrade of the Compact Muon Solenoid CMS Technical Proposal CERN-LHCC-2015-010, CMS-TDR-15-02, 2015
CDS
79 M. Ester, H.-P. Kriegel, J. Sander, and X. Xu A density-based algorithm for discovering clusters in large spatial databases with noise in Proc. 2nd Int. Conf. on Knowledge Discovery and Data Mining, . Association for the Advancement of Artificial Intelligence, 1996
link
80 CMS Collaboration Identification of b-quark jets with the CMS experiment JINST 8 (2013) P04013 CMS-BTV-12-001
1211.4462
81 CMS Collaboration Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV JINST 13 (2018) P05011 CMS-BTV-16-002
1712.07158
82 T. Junk Confidence level computation for combining searches with small statistics NIM A 434 (1999) 435 hep-ex/9902006
83 A. L. Read Presentation of search results: the $ \text{CL}_\text{s} $ technique JPG 28 (2002) 2693
84 ATLAS and CMS Collaborations, and the LHC Higgs Combination Group Procedure for the LHC Higgs boson search combination in Summer 2011 Technical Report CMS-NOTE-2011-005, ATL-PHYS-PUB-2011-11, 2011
85 G. Cowan, K. Cranmer, E. Gross, and O. Vitells Asymptotic formulae for likelihood-based tests of new physics EPJC 71 (2011) 1554 1007.1727
86 M. Drewes, J. Klarić , and J. López-Pavón New benchmark models for heavy neutral lepton searches EPJC 82 (2022) 1176 2207.02742
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