CMS-PAS-TOP-19-001 | ||
Using associated top quark production to probe for new physics within the framework of effective field theory | ||
CMS Collaboration | ||
July 2020 | ||
Abstract: A data sample consisting of one or more top quarks produced in association with additional leptons is used to search for signs of new physics within the framework of effective field theory (EFT). This data sample corresponds to an integrated luminosity of 41.5 fb$^{-1}$ of proton-proton collisions produced in 2017 at a center-of-mass energy of 13 TeV at the LHC and collected by the CMS experiment. The sample is selected by requiring events with multiple leptons and jets, including identified bottom quark jets; the events are then divided into categories based on the multiplicities of these objects. Sixteen dimension-six operators that can affect associated top quark production processes are considered in this analysis. Constructed to target EFT effects directly, the analysis applies a novel approach in which the observed yields are parameterized in terms of the Wilson coefficients (WCs) of the EFT operators. A fit is performed simultaneously of the 16 WCs to the data and limits on the values of the WCs are presented. The observed data are statistically consistent with standard model expectations, so the possibility of new physics is characterized in terms of 2 standard deviation confidence intervals for the WCs. | ||
Links:
CDS record (PDF) ;
CADI line (restricted) ;
These preliminary results are superseded in this paper, JHEP 03 (2021) 095. The superseded preliminary plots can be found here. |
Figures & Tables | Summary | Additional Figures | References | CMS Publications |
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Figures | |
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Figure 1:
Example Feynman diagrams for the five signal processes considered in this analysis: ${\rm {\mathrm{t}} {\mathrm{\bar{t}}} {\mathrm {H}}}$, ${\rm {\mathrm{t}} {\mathrm{\bar{t}}}\ell \bar{\ell}}$, ${{\mathrm{t}} {\mathrm{\bar{t}}}\ell {\nu}}$, ${\rm {\mathrm{t}}\ell \bar{\ell} {\mathrm{q}}}$, and ${\rm {\mathrm{t}} {\mathrm {H}} {\mathrm{q}}}$. |
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Figure 1-a:
Example Feynman diagram for the ${\rm {\mathrm{t}} {\mathrm{\bar{t}}} {\mathrm {H}}}$ signal process. |
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Figure 1-b:
Example Feynman diagram for the ${\rm {\mathrm{t}} {\mathrm{\bar{t}}}\ell \bar{\ell}}$ signal process. |
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Figure 1-c:
Example Feynman diagram for the ${{\mathrm{t}} {\mathrm{\bar{t}}}\ell {\nu}}$ signal process. |
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Figure 1-d:
Example Feynman diagram for the ${\rm {\mathrm{t}}\ell \bar{\ell} {\mathrm{q}}}$ signal process. |
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Figure 1-e:
Example Feynman diagram for the ${\rm {\mathrm{t}} {\mathrm {H}} {\mathrm{q}}}$ signal process. |
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Figure 2:
Example Feynman diagrams showing two of the vertices associated with the $O_{\mathrm{u} G}$ operator. This operator, whose definition can be found in Table 1, gives rise to vertices involving top quarks, gluons, and the Higgs boson; as illustrated here, these interactions can contribute to the ${\rm {\mathrm{t}} {\mathrm{\bar{t}}} {\mathrm {H}}}$ process. |
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Figure 3:
Expected yields prefit (left) and postfit (right). The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. "Convs" refers to the photon conversion background, "ChargeFlips" is the lepton charge mismeasurement background, and "Fakes" is the background from misidentified leptons. |
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Figure 3-a:
Legend of the following plots. "Convs" refers to the photon conversion background, "ChargeFlips" is the lepton charge mismeasurement background, and "Fakes" is the background from misidentified leptons. |
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Figure 3-b:
Expected yields prefit. |
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Figure 3-c:
Expected yields postfit. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
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Figure 4:
Observed WC 1$\sigma $ (thick line) and 2$\sigma $ (thin line) confidence intervals. Solid lines correspond to the other WCs profiled, while dashed lines correspond to the other WCs fixed to the SM value of zero. |
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Figure 5:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{-({\ell})}_{Q {\ell}}}}$ and ${{c^{({\ell})}_{Q\mathrm{e}}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 5-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{-({\ell})}_{Q {\ell}}}}$ and ${{c^{({\ell})}_{Q\mathrm{e}}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 5-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{-({\ell})}_{Q {\ell}}}}$ and ${{c^{({\ell})}_{Q\mathrm{e}}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 6:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\varphi \mathrm{t} \mathrm{b}}}}$ and ${{c^{3({\ell})}_{Q {\ell}}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 6-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\varphi \mathrm{t} \mathrm{b}}}}$ and ${{c^{3({\ell})}_{Q {\ell}}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 6-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\varphi \mathrm{t} \mathrm{b}}}}$ and ${{c^{3({\ell})}_{Q {\ell}}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 7:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{3}_{\varphi Q}}}$ and ${{c_{\mathrm{b} \mathrm{W}}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 7-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{3}_{\varphi Q}}}$ and ${{c_{\mathrm{b} \mathrm{W}}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 7-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c^{3}_{\varphi Q}}}$ and ${{c_{\mathrm{b} \mathrm{W}}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 8:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} G}}}$ and ${{c^{-}_{\varphi Q}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 8-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} G}}}$ and ${{c^{-}_{\varphi Q}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 8-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} G}}}$ and ${{c^{-}_{\varphi Q}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 9:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \varphi}}}$ and ${{c_{\varphi \mathrm{t}}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 9-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \varphi}}}$ and ${{c_{\varphi \mathrm{t}}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 9-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \varphi}}}$ and ${{c_{\varphi \mathrm{t}}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 10:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \mathrm{Z}}}}$ and ${{c_{\mathrm{t} \mathrm{W}}}}$ with the other WCs profiled (left), and fixed to their SM values (right). Diamond markers are shown for the SM prediction. |
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Figure 10-a:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \mathrm{Z}}}}$ and ${{c_{\mathrm{t} \mathrm{W}}}}$ with the other WCs profiled. Diamond markers are shown for the SM prediction. |
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Figure 10-b:
The observed 1$\sigma $, 2$\sigma $, and 3$\sigma $ confidence contours of a 2D scan for ${{c_{\mathrm{t} \mathrm{Z}}}}$ and ${{c_{\mathrm{t} \mathrm{W}}}}$ with the other WCs fixed to their SM values. Diamond markers are shown for the SM prediction. |
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Figure 11:
Plots showing the relative change in the expected yield for the signal processes in each event category. $\Delta $Yield refers to the change in expected yield between before fitting (prefit) values and after fitting simultaneously fitting the 16 WCs and nuisance parameters (postfit) values. The error bars represent the maximum variation for a given WC within the corresponding 2$\sigma $ confidence interval. |
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Figure 11-a:
Legend of the following plots. |
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Figure 11-b:
Plots showing the relative change in the expected yield for the signal processes in each event category. $\Delta $Yield refers to the change in expected yield between before fitting (prefit) values and after fitting simultaneously fitting the 16 WCs and nuisance parameters (postfit) values. The error bars represent the maximum variation for a given WC within the corresponding 2$\sigma $ confidence interval. |
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Figure 11-c:
Plots showing the relative change in the expected yield for the signal processes in each event category. $\Delta $Yield refers to the change in expected yield between before fitting (prefit) values and after fitting simultaneously fitting the 16 WCs and nuisance parameters (postfit) values. The error bars represent the maximum variation for a given WC within the corresponding 2$\sigma $ confidence interval. |
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Figure 11-d:
Plots showing the relative change in the expected yield for the signal processes in each event category. $\Delta $Yield refers to the change in expected yield between before fitting (prefit) values and after fitting simultaneously fitting the 16 WCs and nuisance parameters (postfit) values. The error bars represent the maximum variation for a given WC within the corresponding 2$\sigma $ confidence interval. |
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Figure 11-e:
Plots showing the relative change in the expected yield for the signal processes in each event category. $\Delta $Yield refers to the change in expected yield between before fitting (prefit) values and after fitting simultaneously fitting the 16 WCs and nuisance parameters (postfit) values. The error bars represent the maximum variation for a given WC within the corresponding 2$\sigma $ confidence interval. |
Tables | |
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Table 1:
The list of operators that have effects on ${\rm {\mathrm{t}} {\mathrm{\bar{t}}} {\mathrm {H}}}$, $ {\rm {\mathrm{t}} {\mathrm{\bar{t}}}\ell \bar{\ell}} $, $ {{\mathrm{t}} {\mathrm{\bar{t}}}\ell {\nu}} $, $ {\rm {\mathrm{t}}\ell \bar{\ell} {\mathrm{q}}} $ and $ {\rm {\mathrm{t}} {\mathrm {H}} {\mathrm{q}}} $ processes at order $1/\lambda ^2$ and that are considered in this analysis. The couplings are assumed to involve only third-generation quarks. The field $\varphi $ ($\tilde{\varphi}=\varepsilon \varphi ^*$) is the Higgs boson doublet. The $ {\ell}$ and $\mathrm{q} $ represent the left-handed lepton and quark doublets, respectively, while $\mathrm{e} $ represents the right-handed lepton, and $\mathrm{u} $ and $\mathrm{d} $ represent the right-handed quark singlets. The quantity $T^A= ({1}/{2})\lambda ^A$ denotes the eight Gell-Mann matrices. The covariant derivative is given by $D_\mu =\partial _\mu -ig_s(1/2)\lambda ^AG_\mu ^A-ig(1/2)\tau ^I\mathrm{W} _\mu ^I-ig'Y\mathrm{B} _\mu $. The W boson field strength is $\mathrm{W} _{\mu \nu}^I=\partial _\mu \mathrm{W} _\nu ^I-\partial _\nu \mathrm{W} ^I_\mu +g\varepsilon _{IJK}\mathrm{W} ^J_\mu \mathrm{W} ^K_\nu $, and $G_{\mu \nu}^A=\partial _\mu G_\nu ^A-\partial _\nu G^A_\mu +g_sf^{ABC}G^B_\mu G^C_\nu $ is the gluon field strength. The abbreviations ${s_{\mathrm {W}}}$ and ${c_{\mathrm {W}}}$ denote the sine and cosine of the weak mixing angle (in the unitary gauge). More details about the operators can be found in Ref. [35]. The processes considered to be affected by the operators are also listed (the details of the criteria used for this determination are described in the text). |
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Table 2:
Requirements for the different event categories. Requirements separated by commas indicate a division into subcategories. The $\mathrm{b} $ jet requirement on individual jets varies based on lepton category as described in the text. |
Summary |
A search for signal of new physics has been performed in the production of one or more top quarks in association with additional leptons in the context of an effective field theory. The sample of pp collisions corresponding to 41.5 fb$^{-1}$ was selected by requiring events with multiple leptons and jets, including b tagged jets. Selected events were divided into categories depending on the number of leptons, jets, and b jets, and the expected yield in each category was parameterized in terms of 16 Wilson coefficients (WC) associated with effective field theory operators relevant to the dominant processes in the selected data. A fit was performed simultaneously in the 16 WCs to the data. For each WC, an interval over which the model predictions agree with the observed yields at the 2 standard deviation ($\sigma$) level was extracted under two assumptions: either keeping the other WCs fixed to zero or profiling the other WCs. Furthermore, the dependence of these one-dimensional intervals was explored by examining selected two-dimensional contours that illustrate particularly interesting features. The current results from fitting the WCs in the dimension-six model to the data are consistent with the standard model predictions at the 2$\sigma$ level. |
Additional Figures | |
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Additional Figure 1:
The 1D likelihood scans for the Wilson coefficient (WC) $c_{\mathrm{t}}^{\mathrm{S}(\ell)}$. This fit was made by either profiling the other WCs, or by fixing the other coefficients to their Standard Model value of 0. These two results are overlaid with lines at the 1$\sigma$ and 2$\sigma$ uncertainty value for both. |
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Additional Figure 2:
Legend of the following plots. "Conv." refers to the photon conversion background, "Charge misid." is the lepton charge mismeasurement background, and "Misid. leptons" is the background from misidentified leptons |
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Additional Figure 2-a:
Expected yields when setting the Wilson coefficients (WC) to 1/6 of their final values. The nuisance parameters are all kept at their final postt values. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
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Additional Figure 2-b:
Expected yields when setting the Wilson coefficients (WC) to 2/6 of their final values. The nuisance parameters are all kept at their final postt values. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
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Additional Figure 2-c:
Expected yields when setting the Wilson coefficients (WC) to 3/6 of their final values. The nuisance parameters are all kept at their final postt values. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
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Additional Figure 2-d:
Expected yields when setting the Wilson coefficients (WC) to 4/6 of their final values. The nuisance parameters are all kept at their final postt values. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
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Additional Figure 2-e:
Expected yields when setting the Wilson coefficients (WC) to 5/6 of their final values. The nuisance parameters are all kept at their final postt values. The postfit values of the WCs are obtained from performing the fit over all WCs simultaneously. |
References | ||||
1 | Particle Data Group Collaboration | Review of Particle Physics | PRD 98 (2018) 030001 | |
2 | E. Witten | Dynamical Breaking of Supersymmetry | NPB 188 (1981) 513 | |
3 | J. Alimena et al. | Searching for long-lived particles beyond the standard model at the large hadron collider | 1903.04497 | |
4 | O. Matsedonskyi, G. Panico, and A. Wulzer | Light top partners for a light composite higgs | JHEP 164 (2013) | |
5 | W. Buchmuller and D. Wyler | Effective Lagrangian Analysis of New Interactions and Flavor Conservation | NPB 268 (1986) 621 | |
6 | B. Grzadkowski, M. Iskrzynski, M. Misiak, and J. Rosiek | Dimension-six terms in the standard model lagrangian | JHEP 2010 (2010) | |
7 | A. Falkowski and R. Rattazzi | Which EFT | JHEP 10 (2019) 255 | 1902.05936 |
8 | CDF Collaboration | Observation of top quark production in $ \bar{p}p $ collisions | PRL 74 (1995) 2626 | hep-ex/9503002 |
9 | D0 Collaboration | Observation of the top quark | PRL 74 (1995) 2632 | hep-ex/9503003 |
10 | CMS Collaboration | Measurement of the cross section for top quark pair production in association with a W or Z boson in proton-proton collisions at $ \sqrt{s} = $ 13 TeV | JHEP 08 (2018) 011 | CMS-TOP-17-005 1711.02547 |
11 | CMS Collaboration | Observation of Single Top Quark Production in Association with a $ Z $ Boson in Proton-Proton Collisions at $ \sqrt {s} = $ 13 TeV | PRL 122 (2019) 132003 | CMS-TOP-18-008 1812.05900 |
12 | ATLAS Collaboration | Measurement of the $ t\bar{t}Z $ and $ t\bar{t}W $ cross sections in proton-proton collisions at $ \sqrt{s}= $ 13 TeV with the ATLAS detector | PRD 99 (2019) 072009 | 1901.03584 |
13 | CMS Collaboration | Observation of $ \mathrm{t\overline{t}} $H production | PRL 120 (2018) 231801 | CMS-HIG-17-035 1804.02610 |
14 | ATLAS Collaboration | Observation of Higgs boson production in association with a top quark pair at the LHC with the ATLAS detector | PLB784 (2018) 173 | 1806.00425 |
15 | CMS Collaboration | Measurements of $ \mathrm{t\overline{t}} $ differential cross sections in proton-proton collisions at $ \sqrt{s}= $ 13 TeV using events containing two leptons | JHEP 02 (2019) 149 | CMS-TOP-17-014 1811.06625 |
16 | CMS Collaboration | Search for new physics in top quark production in dilepton final states in proton-proton collisions at $ \sqrt{s} = $ 13 TeV | EPJC 79 (2019) 886 | CMS-TOP-17-020 1903.11144 |
17 | CMS Collaboration | Measurement of the top quark polarization and $ \mathrm{t\bar{t}} $ spin correlations using dilepton final states in proton-proton collisions at $ \sqrt{s} = $ 13 TeV | PRD 100 (2019) 072002 | CMS-TOP-18-006 1907.03729 |
18 | CMS Collaboration | Measurement of top quark pair production in association with a Z boson in proton-proton collisions at $ \sqrt{s}= $ 13 TeV | JHEP 03 (2020) 056 | CMS-TOP-18-009 1907.11270 |
19 | ATLAS Collaboration | Search for flavour-changing neutral currents in processes with one top quark and a photon using 81 fb$ ^{-1} $ of $ pp $ collisions at $ \sqrt{s} = $ 13 TeV with the ATLAS experiment | PLB 800 (2020) 135082 | 1908.08461 |
20 | ATLAS Collaboration | Search for flavour-changing neutral current top-quark decays $ t\to qZ $ in proton-proton collisions at $ \sqrt{s}= $ 13 TeV with the ATLAS detector | JHEP 07 (2018) 176 | 1803.09923 |
21 | A. Buckley et al. | Constraining top quark effective theory in the LHC Run II era | JHEP 04 (2016) 015 | 1512.03360 |
22 | N. P. Hartland et al. | A Monte Carlo global analysis of the Standard Model Effective Field Theory: the top quark sector | JHEP 04 (2019) 100 | 1901.05965 |
23 | I. Brivio et al. | O new physics, where art thou? A global search in the top sector | JHEP 02 (2020) 131 | 1910.03606 |
24 | 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 |
25 | 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 |
26 | R. Frederix and S. Frixione | Merging meets matching in MC@NLO | JHEP 12 (2012) 061 | 1209.6215 |
27 | 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 |
28 | P. Nason | A new method for combining NLO QCD with shower Monte Carlo algorithms | JHEP 11 (2004) 040 | hep-ph/0409146 |
29 | S. Frixione, P. Nason, and C. Oleari | Matching NLO QCD computations with parton shower simulations: the POWHEG method | JHEP 11 (2007) 070 | 0709.2092 |
30 | 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 |
31 | R. Frederix, E. Re, and P. Torrielli | Single-top t-channel hadroproduction in the four-flavour scheme with POWHEG and aMC@NLO | JHEP 09 (2012) 130 | 1207.5391 |
32 | E. Re | Single-top Wt-channel production matched with parton showers using the POWHEG method | EPJC 71 (2011) 1547 | 1009.2450 |
33 | T. Melia, P. Nason, R. Rontsch, and G. Zanderighi | W+W-, WZ and ZZ production in the POWHEG BOX | JHEP 11 (2011) 078 | 1107.5051 |
34 | S. Frixione, P. Nason, and G. Ridolfi | A Positive-weight next-to-leading-order Monte Carlo for heavy flavour hadroproduction | JHEP 09 (2007) 126 | 0707.3088 |
35 | D. Barducci et al. | Interpreting top-quark LHC measurements in the standard-model effective field theory | 1802.07237 | |
36 | P. Lenzi and J. Butterworth | A Study on Matrix Element corrections in inclusive Z/ gamma* production at LHC as implemented in PYTHIA, HERWIG, ALPGEN and SHERPA | 0903.3918 | |
37 | LHC Higgs Cross Section Working Group Collaboration | Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector | 1610.07922 | |
38 | T. Sjostrand, S. Mrenna, and P. Z. Skands | A brief introduction to $ PYTHIA $ 8.1 | CPC 178 (2008) 852 | 0710.3820 |
39 | P. Skands, S. Carrazza, and J. Rojo | Tuning PYTHIA 8.1: the Monash 2013 tune | EPJC 74 (2014) 3024 | 1404.5630 |
40 | NNPDF Collaboration | Parton distributions for the LHC Run II | JHEP 04 (2015) 040 | 1410.8849 |
41 | 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 |
42 | \GEANTfour Collaboration | GEANT4--a simulation toolkit | NIMA 506 (2003) 250 | |
43 | CMS Collaboration | Particle-flow reconstruction and global event description with the cms detector | JINST 12 (2017) P10003 | CMS-PRF-14-001 1706.04965 |
44 | M. Cacciari, G. P. Salam, and G. Soyez | The anti-k$ \_t $ jet clustering algorithm | JHEP 04 (2008) 063 | 0802.1189 |
45 | M. Cacciari, G. P. Salam, and G. Soyez | $ FastJet $ user manual | EPJC 72 (2012) 1896 | 1111.6097 |
46 | CMS Collaboration | Technical proposal for the Phase-II upgrade of the Compact Muon Solenoid | CMS-PAS-TDR-15-002 | CMS-PAS-TDR-15-002 |
47 | CMS Collaboration | Performance of electron reconstruction and selection with the CMS detector in $ {\mathrm{p}}{\mathrm{p}} $ collisions at $ \sqrt{s} = $ 8 TeV | JINST 10 (2015) P06005 | CMS-EGM-13-001 1502.02701 |
48 | CMS Collaboration | Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at $ \sqrt{s} = $ 13 TeV | JINST 13 (2018) P06015 | |
49 | 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 |
50 | CMS Collaboration | Performance of CMS muon reconstruction in $ {\mathrm{p}}{\mathrm{p}} $ collision events at $ \sqrt{s} = $ 7 TeV | JINST 7 (2012) P10002 | CMS-MUO-10-004 1206.4071 |
51 | CMS Collaboration | Evidence for associated production of a Higgs boson with a top quark pair in final states with electrons, muons, and hadronically decaying $ \tau $ leptons at $ \sqrt{s} = $ 13 TeV | JHEP 08 (2018) 066 | CMS-HIG-17-018 1803.05485 |
52 | 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 |
53 | 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 |
54 | CMS Collaboration | Identification of $ \Pbottom $ quark jets with the CMS experiment | JINST 8 (2013) P04013 | CMS-BTV-12-001 1211.4462 |
55 | CMS Collaboration | Identification of b quark jets at the CMS experiment in the LHC Run 2 | CMS-PAS-BTV-15-001 | CMS-PAS-BTV-15-001 |
56 | CMS Collaboration | Identification of heavy-flavour jets with the cms detector in pp collisions at 13 tev | Journal of Instrumentation 13 (2018) P05011 | CMS-BTV-16-002 1712.07158 |
57 | 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 |
58 | J. Butterworth et al. | PDF4LHC recommendations for LHC Run II | JPG 43 (2016) 023001 | 1510.03865 |
59 | 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 |
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Compact Muon Solenoid LHC, CERN |
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