CMS-PAS-SMP-20-006 | ||
Measurements of production cross sections of polarized same-sign W boson pairs in association with two jets in proton-proton collisions at $\sqrt{s}= $ 13 TeV | ||
CMS Collaboration | ||
July 2020 | ||
Abstract: The first measurements of production cross sections of polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs in proton-proton collisions are reported. The measurements are based on a sample of proton-proton collisions at a center-of-mass energy of 13 TeV collected by the CMS detector at the LHC, corresponding to an integrated luminosity of 137 fb$^{-1}$. Events are selected by requiring exactly two leptons, electrons or muons, of the same charge, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass. An observed (expected) 95% CL upper limit on the production cross section for longitudinally polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs of 1.17 (0.88) fb is reported, with the helicity eigenstates defined in the $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ center-of-mass reference frame. The electroweak production of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs with at least one of the W bosons longitudinally polarized, is measured with an observed (expected) significance of 2.3 (3.1) standard deviations. | ||
Links:
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These preliminary results are superseded in this paper, PLB 812 (2020) 136018. The superseded preliminary plots can be found here. |
Figures | |
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Figure 1:
Illustrative Feynman diagrams of VBS processes contributing to the EW-induced production of events containing $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ boson pairs decaying to leptons and two forward jets. Diagrams with the triple gauge coupling vertex (left), the quartic gauge coupling vertex (center), and the t-channel Higgs boson exchange (right) are shown. |
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Figure 1-a:
Illustrative Feynman diagram of VBS processes contributing to the EW-induced production of events containing $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ boson pairs decaying to leptons and two forward jets: a diagram with the triple gauge coupling vertex is shown. |
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Figure 1-b:
Illustrative Feynman diagram of VBS processes contributing to the EW-induced production of events containing $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ boson pairs decaying to leptons and two forward jets: a diagram with the quartic gauge coupling vertex is shown. |
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Figure 1-c:
Illustrative Feynman diagram of VBS processes contributing to the EW-induced production of events containing $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ boson pairs decaying to leptons and two forward jets: a diagram with the t-channel Higgs boson exchange is shown. |
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Figure 2:
Distributions of the $ {m_{{\mathrm {j}} {\mathrm {j}}}} $ (upper left), $ {\Delta \phi _{{\mathrm {j}} {\mathrm {j}}}} $ (upper right), $\Delta \phi _{\ell \ell}$ (lower left), and of the output score of the inclusive BDT (lower right) in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histograms for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process include the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histograms for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds include the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histograms for other backgrounds include the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The overflow is included in the last bin. The bottom panel in each figure shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 2-a:
Distribution of $ {m_{{\mathrm {j}} {\mathrm {j}}}} $ in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process includes the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The overflow is included in the last bin. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 2-b:
Distribution of $ {\Delta \phi _{{\mathrm {j}} {\mathrm {j}}}} $ in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process includes the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The overflow is included in the last bin. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 2-c:
Distribution of $\Delta \phi _{\ell \ell}$ in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process includes the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The overflow is included in the last bin. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 2-d:
Distribution of the output score of the inclusive BDT in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process includes the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The overflow is included in the last bin. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 3:
Distributions of the output score of the signal BDT used for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross section measurements (left) and of the output score of the signal BDT used for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{X}} $ and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross section measurements (right). The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histograms for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process include the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histograms for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds include the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histograms for other backgrounds include the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The bottom panel in each figure shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
png pdf |
Figure 3-a:
Distribution of the output score of the signal BDT used for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross section measurements. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process include the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
png pdf |
Figure 3-b:
Distribution of the output score of the signal BDT used for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{X}} $ and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross section measurements. The predicted yields are shown with their best fit normalizations from the simultaneous fit. The histogram for $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ process include the contributions from the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $, $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $, and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes (shown as solid lines), QCD $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $, and interference. The histogram for $ {\mathrm {t}{\mathrm{V}} \mathrm {x}} $ backgrounds includes the contributions from ${\mathrm{t} {}\mathrm{\bar{t}}} {\mathrm{V}} $ and $ {\mathrm {t}\mathrm{Z} \mathrm{q}} $ processes. The histogram for other backgrounds includes the contributions from double parton scattering and ${\mathrm{V}} {\mathrm{V}} {\mathrm{V}} $ processes. The bottom panel shows the ratio of the number of events observed in data to that of the total SM prediction. The gray bands represent the uncertainties in the predicted yields. |
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Figure 4:
Profile likelihood scan as a function of the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ cross section. The red (blue) line represents the expected values in the background-only hypothesis considering all systematic uncertainties (only statistical uncertainties). The green line shows the expected values for the signal-plus-background hypothesis. The observed values are represented by the black line. |
Tables | |
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Table 1:
Summary of the selection requirements defining the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The $ { | {m_{\ell \ell}} - m_{\mathrm{Z}} |}$ requirement is applied to the dielectron final state only. |
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Table 2:
List and description of all the input variables for the signal BDT trainings. |
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Table 3:
List and description of the input variables for the inclusive BDT training. |
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Table 4:
Systematic uncertainties of the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross section measurements in units of percent. |
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Table 5:
Expected yields from various SM processes and observed data events in $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ SR. The combination of the statistical and systematic uncertainties is shown. The expected yields are shown with their best-fit normalizations from the simultaneous fit for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ cross sections. The $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {T}}} $ and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ yields are obtained from the $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ yield assuming the SM prediction for the ratio of the yields. |
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Table 6:
Measured fiducial cross sections for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes and for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{X}} $ and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes for the helicity eigenstates defined in the $ {\mathrm{W} ^\pm \mathrm{W} ^\pm} $ center-of-mass frame. The theoretical predictions including the $\mathcal {O}({\alpha _S} \alpha ^6)$ and $\mathcal {O}(\alpha ^7)$ corrections to the MadGraph 5_aMC@NLO LO cross sections, as described in the text, are also shown. The theoretical uncertainties include statistical, PDF, and LO scale uncertainties. $\mathcal {B}$ is the branching fraction for $\mathrm{W} \mathrm{W} \to \ell \nu \ell '\nu $ [53]. |
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Table 7:
Measured fiducial cross sections for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{\mathrm {L}}} $ and $ {\mathrm{W} ^\pm _{X}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes and for the $ {\mathrm{W} ^\pm _{\mathrm {L}}\mathrm{W} ^\pm _{X}} $ and $ {\mathrm{W} ^\pm _{\mathrm {T}}\mathrm{W} ^\pm _{\mathrm {T}}} $ processes for the helicity eigenstates defined in the parton-parton center-of-mass frame. The theoretical predictions including the $\mathcal {O}({\alpha _S} \alpha ^6)$ and $\mathcal {O}(\alpha ^7)$ corrections to the MadGraph 5_aMC@NLO LO cross sections, as described in the text, are also shown. The theoretical uncertainties include statistical, PDF, and LO scale uncertainties. $\mathcal {B}$ is the branching fraction for $\mathrm{W} \mathrm{W} \to \ell \nu \ell '\nu $ [53]. |
Summary |
The first measurements of production cross sections for polarized same-sign ${\mathrm{W}^\pm\mathrm{W}^\pm} $ boson pairs in proton-proton collisions are reported. The measurements are based on a sample of proton-proton collisions at a center-of-mass energy of 13 TeV collected by the CMS detector at the LHC, corresponding to an integrated luminosity of 137 fb$^{-1}$. Events are selected by requiring exactly two leptons, electrons or muons, of the same charge, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass. BDTs are used to separate between the polarized scattering processes by exploiting the kinematic differences. An observed (expected) 95% CL upper limit on the production cross section for longitudinally polarized same-sign ${\mathrm{W}^\pm\mathrm{W}^\pm} $ boson pairs of 1.17 (0.88) fb is reported with the helicity eigenstates defined in the ${\mathrm{W}^\pm\mathrm{W}^\pm} $ center-of-mass reference frame. The electroweak production of the ${\mathrm{W}^\pm\mathrm{W}^\pm} $ boson pairs where at least one of the W bosons is longitudinally polarized, is measured with an observed (expected) significance of 2.3 (3.1) standard deviations. Results are also reported with the polarizations defined in the parton-parton center-of-mass reference frame. The measured cross section values agree with the theoretical predictions within uncertainties. |
References | ||||
1 | B. W. Lee, C. Quigg, and H. B. Thacker | The strength of weak interactions at very high-energies and the Higgs boson mass | PRL 38 (1977) 883 | |
2 | B. W. Lee, C. Quigg, and H. B. Thacker | Weak interactions at very high-energies: the role of the Higgs boson mass | PRD 16 (1977) 1519 | |
3 | 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 |
4 | 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 |
5 | CMS Collaboration | Observation of a new boson with mass near 125 GeV in pp collisions at $ \sqrt{s} = $ 7 and 8 TeV | JHEP 06 (2013) 081 | CMS-HIG-12-036 1303.4571 |
6 | D. Espriu and B. Yencho | Longitudinal WW scattering in light of the Higgs boson discovery | PRD 87 (2013) 055017 | 1212.4158 |
7 | J. Chang, K. Cheung, C.-T. Lu, and T.-C. Yuan | WW scattering in the era of post-Higgs-boson discovery | PRD 87 (2013) 093005 | 1303.6335 |
8 | S. Brass et al. | Transversal modes and Higgs bosons in electroweak vector-boson scattering at the LHC | EPJC 78 (2018) 931 | 1807.02512 |
9 | ATLAS Collaboration | Evidence for electroweak production of $ W^{\pm}W^{\pm} $jj in pp collisions at $ \sqrt{s}= $ 8 TeV with the ATLAS detector | PRL 113 (2014) 141803 | 1405.6241 |
10 | CMS Collaboration | Study of vector boson scattering and search for new physics in events with two same-sign leptons and two jets | PRL 114 (2015) 051801 | CMS-SMP-13-015 1410.6315 |
11 | CMS Collaboration | Observation of electroweak production of same-sign W boson pairs in the two jet and two same-sign lepton final state in proton-proton collisions at $ \sqrt{s} = $ 13 TeV | PRL 120 (2018) 081801 | CMS-SMP-17-004 1709.05822 |
12 | ATLAS Collaboration | Observation of electroweak production of a same-sign $ W $ boson pair in association with two jets in pp collisions at $ \sqrt{s}= $ 13 TeV with the ATLAS detector | PRL 123 (2019) 161801 | 1906.03203 |
13 | CMS Collaboration | Measurements of production cross sections of WZ and same-sign WW boson pairs in association with two jets in proton-proton collisions at $ \sqrt{s}= $ 13 TeV | Submitted to PLB | CMS-SMP-19-012 2005.01173 |
14 | CMS Collaboration | CMS luminosity measurement for the 2016 data-taking period | CMS-PAS-LUM-15-001 | CMS-PAS-LUM-15-001 |
15 | CMS Collaboration | CMS luminosity measurement for the 2017 data-taking period at $ \sqrt{s} = $ 13 TeV | CMS-PAS-LUM-17-004 | CMS-PAS-LUM-17-004 |
16 | CMS Collaboration | CMS luminosity measurement for the 2018 data-taking period at $ \sqrt{s} = $ 13 TeV | CMS-PAS-LUM-18-002 | CMS-PAS-LUM-18-002 |
17 | CMS Collaboration | The CMS Experiment at the CERN LHC | JINST 3 (2008) S08004 | CMS-00-001 |
18 | CMS Collaboration | The CMS trigger system | JINST 12 (2017) P01020 | CMS-TRG-12-001 1609.02366 |
19 | \GEANTfour Collaboration | GEANT4 --- a simulation toolkit | NIMA 506 (2003) 250 | |
20 | 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 |
21 | J. Alwall et al. | MadGraph 5: going beyond | JHEP 06 (2011) 128 | 1106.0522 |
22 | R. Frederix and S. Frixione | Merging meets matching in MC@NLO | JHEP 12 (2012) 061 | 1209.6215 |
23 | D. Buarque Franzosi, O. Mattelaer, R. Ruiz, and S. Shil | Automated predictions from polarized matrix elements | JHEP 04 (2020) 082 | 1912.01725 |
24 | NNPDF Collaboration | Parton distributions from high-precision collider data | EPJC 77 (2017) 663 | 1706.00428 |
25 | A. Ballestrero et al. | PHANTOM: a Monte Carlo event generator for six parton final states at high energy colliders | CPC 180 (2009) 401 | 0801.3359 |
26 | A. Ballestrero, D. Buarque Franzosi, L. Oggero, and E. Maina | Vector boson scattering at the LHC: counting experiments for unitarized models in a full six fermion approach | JHEP 03 (2012) 031 | 1112.1171 |
27 | A. Ballestrero, E. Maina, and G. Pelliccioli | $ \mathrm{W} $ boson polarization in vector boson scattering at the LHC | JHEP 03 (2018) 170 | 1710.09339 |
28 | B. Biedermann, A. Denner, and M. Pellen | Large electroweak corrections to vector boson scattering at the Large Hadron Collider | PRL 118 (2017) 261801 | 1611.02951 |
29 | B. Biedermann, A. Denner, and M. Pellen | Complete NLO corrections to W$ ^{+} $W$ ^{+} $ scattering and its irreducible background at the LHC | JHEP 10 (2017) 124 | 1708.00268 |
30 | A. Denner and S. Pozzorini | One loop leading logarithms in electroweak radiative corrections. 1. Results | EPJC 18 (2001) 461 | hep-ph/0010201 |
31 | 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 |
32 | M. Grazzini, S. Kallweit, D. Rathlev, and M. Wiesemann | $ \mathrm{W}^{\pm}\mathrm{Z} $ production at hadron colliders in NNLO QCD | PLB 761 (2016) 179 | 1604.08576 |
33 | S. Frixione and B. R. Webber | Matching NLO QCD computations and parton shower simulations | JHEP 06 (2002) 029 | hep-ph/0204244 |
34 | P. Nason | A new method for combining NLO QCD with shower Monte Carlo algorithms | JHEP 11 (2004) 040 | hep-ph/0409146 |
35 | S. Frixione, P. Nason, and C. Oleari | Matching NLO QCD computations with parton shower simulations: the POWHEG method | JHEP 11 (2007) 070 | 0709.2092 |
36 | S. Alioli, P. Nason, C. Oleari, and E. Re | NLO vector-boson production matched with shower in POWHEG | JHEP 07 (2008) 060 | 0805.4802 |
37 | 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 |
38 | CMS Collaboration | Measurement of the associated production of a single top quark and a Z boson in pp collisions at $ \sqrt{s} = $ 13 TeV | PLB 779 (2018) 358 | CMS-TOP-16-020 1712.02825 |
39 | NNPDF Collaboration | Parton distributions for the LHC Run II | JHEP 04 (2015) 040 | 1410.8849 |
40 | T. Sjostrand, S. Mrenna, and P. Z. Skands | A brief introduction to PYTHIA 8.1 | CPC 178 (2008) 852 | 0710.3820 |
41 | P. Skands, S. Carrazza, and J. Rojo | Tuning PYTHIA 8.1: the Monash 2013 tune | EPJC 74 (2014) 3024 | 1404.5630 |
42 | CMS Collaboration | Event generator tunes obtained from underlying event and multiparton scattering measurements | EPJC 76 (2016) 155 | CMS-GEN-14-001 1512.00815 |
43 | 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 |
44 | CMS Collaboration | Particle-flow reconstruction and global event description with the CMS detector | JINST 12 (2017) P10003 | CMS-PRF-14-001 1706.04965 |
45 | M. Cacciari, G. P. Salam, and G. Soyez | The anti-$ {k_{\mathrm{T}}} $ jet clustering algorithm | JHEP 04 (2008) 063 | 0802.1189 |
46 | 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 |
47 | CMS Collaboration | Pileup mitigation at CMS in 13 TeV data | Submitted to JINST | CMS-JME-18-001 2003.00503 |
48 | 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 |
49 | M. Cacciari, G. P. Salam, and G. Soyez | FastJet user manual | EPJC 72 (2012) 1896 | 1111.6097 |
50 | CMS Collaboration | Performance of electron reconstruction and selection with the CMS detector in proton-proton collisions at $ \sqrt{s} = $ 8 TeV | JINST 10 (2015) P06005 | CMS-EGM-13-001 1502.02701 |
51 | 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 |
52 | CMS Collaboration | Measurements of properties of the Higgs boson decaying to a W boson pair in pp collisions at $ \sqrt{s}= $ 13 TeV | PLB 791 (2019) 96 | CMS-HIG-16-042 1806.05246 |
53 | Particle Data Group, M. Tanabashi et al. | Review of particle physics | PRD 98 (2018) 030001 | |
54 | D. L. Rainwater, R. Szalapski, and D. Zeppenfeld | Probing color singlet exchange in $ \mathrm{Z} $ + two jet events at the CERN LHC | PRD 54 (1996) 6680 | hep-ph/9605444 |
55 | 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 |
56 | H. Voss, A. Hocker, 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), p. 40 2007 [PoS(ACAT)040] | physics/0703039 |
57 | K. Doroba et al. | The $ \mathrm{W}_\mathrm{L}\mathrm{W}_\mathrm{L} $ scattering at the LHC: improving the selection criteria | PRD 86 (2012) 036011 | 1201.2768 |
58 | F. Chollet | Keras | link | |
59 | M. Abadi et al. | Tensorflow: large-scale machine learning on heterogeneous distributed systems | 2016 Software available from tensorflow.org. \url http://tensorflow.org/ | |
60 | ATLAS Collaboration | Measurement of the inelastic proton-proton cross section at $ \sqrt{s} = $ 13 TeV with the ATLAS detector at the LHC | PRL 117 (2016) 182002 | 1606.02625 |
61 | CMS Collaboration | Measurement of the inelastic proton-proton cross section at $ \sqrt{s}= $ 13 TeV | JHEP 07 (2018) 161 | CMS-FSQ-15-005 1802.02613 |
62 | J. Butterworth et al. | PDF4LHC recommendations for LHC Run II | JPG 43 (2016) 023001 | 1510.03865 |
63 | T. Junk | Confidence level computation for combining searches with small statistics | NIMA 434 (1999) 435 | hep-ex/9902006 |
Compact Muon Solenoid LHC, CERN |