CMS-HIG-18-026 ; CERN-EP-2024-028 | ||
Search for the decay of the Higgs boson to a pair of light pseudoscalar bosons in the final state with four bottom quarks in proton-proton collisions at √s= 13 TeV | ||
CMS Collaboration | ||
15 March 2024 | ||
JHEP 06 (2024) 097 | ||
Abstract: A search is presented for the decay of the 125 GeV Higgs boson (H) to a pair of new light pseudoscalar bosons (a), followed by the prompt decay of each a boson to a bottom quark-antiquark pair, H→aa→bˉbbˉb. The analysis is performed using a data sample of proton-proton collisions collected with the CMS detector at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of 138 fb−1. To reduce the background from standard model processes, the search requires the Higgs boson to be produced in association with a leptonically decaying W or Z boson. The analysis probes the production of new light bosons in a 15 <ma< 60 GeV mass range. Assuming the standard model predictions for the Higgs boson production cross sections for pp → WH and ZH, model independent upper limits at 95% confidence level are derived for the branching fraction B(H→aa→bˉbbˉb). The combined WH and ZH observed upper limit on the branching fraction ranges from 1.10 for ma= 20 GeV to 0.36 for ma= 60 GeV, complementing other measurements in the μμττ, ττττ and bbℓℓ (ℓ=μ, τ) channels. | ||
Links: e-print arXiv:2403.10341 [hep-ex] (PDF) ; CDS record ; inSPIRE record ; HepData record ; CADI line (restricted) ; |
Figures | |
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Figure 1:
Post-fit BDT distributions in the WH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines WH20GeV, WH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 1-a:
Post-fit BDT distributions in the WH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines WH20GeV, WH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 1-b:
Post-fit BDT distributions in the WH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines WH20GeV, WH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 1-c:
Post-fit BDT distributions in the WH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines WH20GeV, WH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 1-d:
Post-fit BDT distributions in the WH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines WH20GeV, WH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 2:
Post-fit BDT distributions in the ZH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines ZH20GeV and ZH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 2-a:
Post-fit BDT distributions in the ZH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines ZH20GeV and ZH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 2-b:
Post-fit BDT distributions in the ZH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines ZH20GeV and ZH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 2-c:
Post-fit BDT distributions in the ZH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines ZH20GeV and ZH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 2-d:
Post-fit BDT distributions in the ZH channel extracted with the ma= 60 GeV signal hypothesis. Signal regions for the 3b (upper) and 4b (lower) event categories are shown separately for the electron (left) and muon (right) channels. The dotted lines ZH20GeV and ZH60GeV, illustrate the shapes of the signal template normalised to the SM cross section times a branching fraction B(H→aa→bˉbbˉb)= 1 and scaled by the factors indicated in the figure. The horizontal error bars indicate the bin width. |
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Figure 3:
Model independent 95% CL upper limits on σVHB(H→aa→bˉbbˉb)/σSM for the WH channel (upper), the ZH channel (middle), and the combination of both channels (lower), where ``a'' is a new pseudoscalar particle decaying through a→bˉb, and σSM is the SM Higgs boson production cross section. |
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Figure 3-a:
Model independent 95% CL upper limits on σVHB(H→aa→bˉbbˉb)/σSM for the WH channel (upper), the ZH channel (middle), and the combination of both channels (lower), where ``a'' is a new pseudoscalar particle decaying through a→bˉb, and σSM is the SM Higgs boson production cross section. |
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Figure 3-b:
Model independent 95% CL upper limits on σVHB(H→aa→bˉbbˉb)/σSM for the WH channel (upper), the ZH channel (middle), and the combination of both channels (lower), where ``a'' is a new pseudoscalar particle decaying through a→bˉb, and σSM is the SM Higgs boson production cross section. |
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Figure 3-c:
Model independent 95% CL upper limits on σVHB(H→aa→bˉbbˉb)/σSM for the WH channel (upper), the ZH channel (middle), and the combination of both channels (lower), where ``a'' is a new pseudoscalar particle decaying through a→bˉb, and σSM is the SM Higgs boson production cross section. |
Tables | |
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Table 1:
Signal region (SR) and control region (CR) requirements in (Nb, Nj) for the WH and ZH channels, where Nb is the number of b-tagged jets in an event and Nj is the total number of jets in an event. |
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Table 2:
Summary of systematic uncertainties and their effect on the background and signal event yields in the WH channel. Uncertainties that are negligible are indicated with a dash (---). |
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Table 3:
Summary of systematic uncertainties and their effect on the background and signal event yields in the ZH channel. Uncertainties that are negligible are indicated with a dash (---). |
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Table 4:
Signal-plus-background fit results for the 3b WH and ZH signal regions extracted with the ma= 60 GeV signal hypothesis. The lepton flavor (e or μ) and BDT bin range (in square brackets) are indicated in the column headings. Signal yields corresponding to the expectation for SM VH production and B(H→aa→bˉbbˉb)= 1 are shown for the ma= 20 and 60 GeV hypotheses. The background uncertainties account for both systematic and statistical sources. |
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Table 5:
Signal-plus-background fit results for the 4b WH and ZH signal regions extracted with the ma= 60 GeV signal hypothesis. The lepton flavor (e or μ) and BDT bin range (in square brackets) are indicated in the column headings. Signal yields corresponding to the expectation for SM VH production and B(H→aa→bˉbbˉb)= 1 are shown for the ma= 20 and 60 GeV hypotheses. The background uncertainties account for both systematic and statistical sources. |
Summary |
A search for exotic decays of the 125 GeV Higgs boson (H) to a pair of new light pseudoscalar bosons (a), followed by decay to four b quark jets, H→aa→bˉbbˉb, is presented, using data recorded with the CMS detector. The analysis is based on an integrated luminosity of 138 fb−1 collected at a center-of-mass energy of 13 TeV in 2016--2018. The search is performed in the context of the associated WH and ZH production in which the W or Z boson decays leptonically, W→ℓν or Z→ℓ+ℓ−, with ℓ an electron or muon. No evidence for the targeted decay mode is observed. The analysis obtains model independent upper limits at 95% confidence level on the branching fraction B(H→aa→bˉbbˉb) of a SM-like Higgs boson. The combined result for the associated WH and ZH Higgs boson production excludes branching fractions as low as 0.36 in the mass range ma between about 25 GeV and 60 GeV, assuming the SM WH and ZH cross-sections. These results provide enhanced sensitivity, in the mass range ma≳ 20 GeV, in complementary regions of the 2HDM+S model parameter space compared to CMS searches in the μμττ and bbℓℓ (ℓ=μ,τ) final states. |
References | ||||
1 | ATLAS Collaboration | Observation of a new particle in the search for the standard model Higgs boson with the ATLAS detector at the LHC | PLB 716 (2012) 1 | 1207.7214 |
2 | CMS Collaboration | Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC | PLB 716 (2012) 30 | CMS-HIG-12-028 1207.7235 |
3 | CMS Collaboration | Observation of a new boson with mass near 125 GeV in pp collisions at √s= 7 and 8 TeV | JHEP 06 (2013) 081 | CMS-HIG-12-036 1303.4571 |
4 | ATLAS Collaboration | A detailed map of Higgs boson interactions by the ATLAS experiment ten years after the discovery | Nature 607 (2022) 52 | 2207.00092 |
5 | CMS Collaboration | A portrait of the Higgs boson by the CMS experiment ten years after the discovery. | Nature 607 (2022) 60 | CMS-HIG-22-001 2207.00043 |
6 | G. C. Branco et al. | Theory and phenomenology of two-Higgs-doublet models | Phys. Rept. 516 (2012) 1 | 1106.0034 |
7 | D. Curtin et al. | Exotic decays of the 125 GeV Higgs boson | PRD 90 (2014) 075004 | 1312.4992 |
8 | U. Ellwanger, C. Hugonie, and A. M. Teixeira | The next-to-minimal supersymmetric standard model | Phys. Rept. 496 (2010) 1 | 0910.1785 |
9 | ATLAS Collaboration | Search for the Higgs boson produced in association with a W boson and decaying to four b-quarks via two spin-zero particles in pp collisions at 13 TeV with the ATLAS detector | EPJC 76 (2016) 605 | 1606.08391 |
10 | ATLAS Collaboration | Search for the Higgs boson produced in association with a vector boson and decaying into two spin-zero particles in the H→aa→4b channel in pp collisions at √s= 13 TeV with the ATLAS detector | JHEP 10 (2018) 031 | 1806.07355 |
11 | ATLAS Collaboration | Search for Higgs boson decays into two new low-mass spin-0 particles in the 4b channel with the ATLAS detector using pp collisions at √s= 13 TeV | PRD 102 (2020) 112006 | 2005.12236 |
12 | ATLAS Collaboration | Search for new light gauge bosons in Higgs boson decays to four-lepton final states in pp collisions at √s= 8 TeV with the ATLAS detector at the LHC | PRD 92 (2015) 092001 | 1505.07645 |
13 | CMS Collaboration | Search for a non-standard-model Higgs boson decaying to a pair of new light bosons in four-muon final states | PLB 726 (2013) 564 | CMS-EXO-12-012 1210.7619 |
14 | CMS Collaboration | A search for pair production of new light bosons decaying into muons | PLB 752 (2016) 146 | CMS-HIG-13-010 1506.00424 |
15 | CMS Collaboration | Search for light bosons in decays of the 125 GeV Higgs boson in proton-proton collisions at √s= 8 TeV | JHEP 10 (2017) 076 | CMS-HIG-16-015 1701.02032 |
16 | CMS Collaboration | Search for a very light NMSSM Higgs boson produced in decays of the 125 GeV scalar boson and decaying into τ leptons in pp collisions at √s= 8 TeV | JHEP 01 (2016) 079 | CMS-HIG-14-019 1510.06534 |
17 | ATLAS Collaboration | Search for new phenomena in events with at least three photons collected in pp collisions at √s= 8 TeV with the ATLAS detector | EPJC 76 (2016) 210 | 1509.05051 |
18 | ATLAS Collaboration | Search for Higgs boson decays to beyond-the-standard-model light bosons in four-lepton events with the ATLAS detector at √s= 13 TeV | JHEP 06 (2018) 166 | 1802.03388 |
19 | CMS Collaboration | A search for pair production of new light bosons decaying into muons in proton-proton collisions at 13 TeV | PLB 796 (2019) 131 | CMS-HIG-18-003 1812.00380 |
20 | ATLAS Collaboration | Search for Higgs bosons decaying to aa in the μμττ final state in pp collisions at √s= 8 TeV with the ATLAS experiment | PRD 92 (2015) 052002 | 1505.01609 |
21 | CMS Collaboration | Search for an exotic decay of the Higgs boson to a pair of light pseudoscalars in the final state of two muons and two τ leptons in proton-proton collisions at √s= 13 TeV | JHEP 11 (2018) 018 | CMS-HIG-17-029 1805.04865 |
22 | CMS Collaboration | Search for a light pseudoscalar Higgs boson in the boosted μμττ final state in proton-proton collisions at √s= 13 TeV | JHEP 08 (2020) 139 | CMS-HIG-18-024 2005.08694 |
23 | ATLAS Collaboration | Search for Higgs boson decays into a pair of light bosons in the bbμμ final state in pp collision at √s= 13 TeV with the ATLAS detector | PLB 790 (2019) 1 | 1807.00539 |
24 | CMS Collaboration | Search for exotic decays of the Higgs boson to a pair of pseudoscalars in the μμbb and ττbb final states | Submitted to Eur. Phys. J. C, 2024 | CMS-HIG-22-007 2402.13358 |
25 | CMS Collaboration | Search for an exotic decay of the Higgs boson to a pair of light pseudoscalars in the final state with two b quarks and two τ leptons in proton-proton collisions at √s= 13 TeV | PLB 785 (2018) 462 | CMS-HIG-17-024 1805.10191 |
26 | ATLAS Collaboration | Search for Higgs boson decays into pairs of light (pseudo)scalar particles in the γγjj final state in pp collisions at √s= 13 TeV with the ATLAS detector | PLB 782 (2018) 750 | 1803.11145 |
27 | M. Cepeda, S. Gori, V. M. Outschoorn, and J. Shelton | Exotic Higgs decays | Ann. Rev. Nucl. Part. Sci. 72 (2022) 119 | 2111.12751 |
28 | CMS Collaboration | HEPData record for this analysis | link | |
29 | CMS Collaboration | The CMS experiment at the CERN LHC | JINST 3 (2008) S08004 | |
30 | CMS Collaboration | The CMS trigger system | JINST 12 (2017) P01020 | CMS-TRG-12-001 1609.02366 |
31 | CMS Collaboration | Performance of the CMS level-1 trigger in proton-proton collisions at √s= 13 TeV | JINST 15 (2020) P10017 | CMS-TRG-17-001 2006.10165 |
32 | P. Nason | A new method for combining NLO QCD with shower Monte Carlo algorithms | JHEP 11 (2004) 040 | hep-ph/0409146 |
33 | S. Frixione, P. Nason, and C. Oleari | Matching NLO QCD computations with parton shower simulations: the POWHEG method | JHEP 11 (2007) 070 | 0709.2092 |
34 | 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 |
35 | CMS Collaboration | Measurement of differential cross sections for top quark pair production using the lepton+jets final state in proton-proton collisions at 13 TeV | PRD 95 (2017) 092001 | CMS-TOP-16-008 1610.04191 |
36 | 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 |
37 | CMS Collaboration | Observation of Higgs boson decay to bottom quarks | PRL 121 (2018) 121801 | CMS-HIG-18-016 1808.08242 |
38 | J. Alwall et al. | Comparative study of various algorithms for the merging of parton showers and matrix elements in hadronic collisions | EPJC 53 (2008) 473 | 0706.2569 |
39 | R. Frederix and S. Frixione | Merging meets matching in MC@NLO | JHEP 12 (2012) 061 | 1209.6215 |
40 | LHC Higgs Cross Section Working Group | Handbook of LHC Higgs cross sections: 1. Inclusive observables | CERN Report CERN-2011-002, 2011 link |
1101.0593 |
41 | LHC Higgs Cross Section Working Group | Handbook of LHC Higgs cross sections: 2. Differential distributions | CERN Report CERN-2012-002, 2012 link |
1201.3084 |
42 | LHC Higgs Cross Section Working Group | Handbook of LHC Higgs cross sections: 3. Higgs properties | CERN Report CERN-2013-004, 2013 link |
1307.1347 |
43 | LHC Higgs Cross Section Working Group | Handbook of LHC Higgs cross sections: 4. deciphering the nature of the Higgs sector | CERN Report CERN-2017-002-M, 2016 link |
1610.07922 |
44 | NNPDF Collaboration | Parton distributions from high-precision collider data | EPJC 77 (2017) 663 | 1706.00428 |
45 | P. Skands, S. Carrazza, and J. Rojo | Tuning PYTHIA 8.1: the Monash 2013 Tune | EPJC 74 (2014) 3024 | 1404.5630 |
46 | CMS Collaboration | Event generator tunes obtained from underlying event and multiparton scattering measurements | EPJC 76 (2016) 155 | CMS-GEN-14-001 1512.00815 |
47 | 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 |
48 | GEANT4 Collaboration | GEANT 4---a simulation toolkit | NIM A 506 (2003) 250 | |
49 | CMS Collaboration | Particle-flow reconstruction and global event description with the CMS detector | JINST 12 (2017) P10003 | CMS-PRF-14-001 1706.04965 |
50 | CMS Collaboration | Performance of electron reconstruction and selection with the CMS detector in proton-proton collisions at √s= 8 TeV | JINST 10 (2015) P06005 | CMS-EGM-13-001 1502.02701 |
51 | CMS Collaboration | Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at √s= 13 TeV | JINST 13 (2018) P06015 | CMS-MUO-16-001 1804.04528 |
52 | 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 |
|
53 | M. Cacciari and G. P. Salam | Pileup subtraction using jet areas | PLB 659 (2008) 119 | 0707.1378 |
54 | CMS Collaboration | Measurement of the inclusive W and Z production cross sections in pp collisions at √s= 7 TeV | JHEP 10 (2011) 132 | CMS-EWK-10-005 1107.4789 |
55 | M. Cacciari, G. P. Salam, and G. Soyez | The anti-kT jet clustering algorithm | JHEP 04 (2008) 063 | 0802.1189 |
56 | M. Cacciari, G. P. Salam, and G. Soyez | FastJet user manual | EPJC 72 (2012) 1896 | 1111.6097 |
57 | 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 |
58 | 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 |
59 | CMS Collaboration | Performance of missing transverse momentum reconstruction in proton-proton collisions at √s= 13 TeV using the CMS detector | JINST 14 (2019) P07004 | CMS-JME-17-001 1903.06078 |
60 | UA1 Collaboration | Experimental observation of isolated large transverse energy electrons with associated missing energy at √s= 540 GeV | PLB 122 (1983) 103 | |
61 | 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 |
62 | ATLAS Collaboration | Measurement of the b¯b dijet cross section in pp collisions at √s= 7 TeV with the ATLAS detector | EPJC 76 (2016) 670 | 1607.08430 |
63 | ATLAS Collaboration | Measurement of differential production cross-sections for a Z boson in association with b-jets in 7 TeV proton-proton collisions with the ATLAS detector | JHEP 10 (2014) 141 | 1407.3643 |
64 | CMS Collaboration | Measurement of the associated production of a Z boson with charm or bottom quark jets in proton-proton collisions at √s= 13 TeV | PRD 102 (2020) 032007 | CMS-SMP-19-004 2001.06899 |
65 | CMS Collaboration | Precision luminosity measurement in proton-proton collisions at √s= 13 TeV in 2015 and 2016 at CMS | EPJC 81 (2021) 800 | CMS-LUM-17-003 2104.01927 |
66 | CMS Collaboration | CMS luminosity measurement for the 2017 data-taking period at √s= 13 TeV | CMS Physics Analysis Summary, 2018 CMS-PAS-LUM-17-004 |
CMS-PAS-LUM-17-004 |
67 | CMS Collaboration | CMS luminosity measurement for the 2018 data-taking period at √s= 13 TeV | CMS Physics Analysis Summary, 2019 CMS-PAS-LUM-18-002 |
CMS-PAS-LUM-18-002 |
68 | J. Butterworth et al. | PDF4LHC recommendations for LHC Run II | JPG 43 (2016) 023001 | 1510.03865 |
69 | M. Czakon, P. Fiedler, and A. Mitov | Total top-quark pair-production cross section at hadron colliders through O(α4S) | PRL 110 (2013) 252004 | 1303.6254 |
70 | N. Kidonakis | Two-loop soft anomalous dimensions for single top quark associated production with a W− or H− | PRD 82 (2010) 054018 | 1005.4451 |
71 | N. Kidonakis | Top quark production | in Helmholtz International Summer School on Physics of Heavy Quarks and Hadrons, 2014 link |
1311.0283 |
72 | T. Gehrmann et al. | W+W− production at hadron colliders in next to next to leading order QCD | PRL 113 (2014) 212001 | 1408.5243 |
73 | F. Cascioli et al. | ZZ production at hadron colliders in NNLO QCD | PLB 735 (2014) 311 | 1405.2219 |
74 | CMS Collaboration | Measurement of the differential Drell-Yan cross section in proton-proton collisions at √s= 13 TeV | JHEP 12 (2019) 059 | CMS-SMP-17-001 1812.10529 |
75 | CMS Collaboration | Measurement of the inelastic proton-proton cross section at √s= 13 TeV | JHEP 07 (2018) 161 | CMS-FSQ-15-005 1802.02613 |
76 | R. J. Barlow and C. Beeston | Fitting using finite Monte Carlo samples | Comput. Phys. Commun. 77 (1993) 219 | |
77 | A. L. Read | Presentation of search results: The CLs technique | JPG 28 (2002) 2693 | |
78 | G. Cowan, K. Cranmer, E. Gross, and O. Vitells | Asymptotic formulae for likelihood-based tests of new physics | EPJC 71 (2011) 1554 | 1007.1727 |
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Compact Muon Solenoid LHC, CERN |
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