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CMS-PAS-TOP-25-003
Measurement of single top quark and $ \mathrm{t} \overline{\mathrm{t}} $ production cross sections in association with a photon in proton-proton collisions at $ \sqrt{s}= $ 13 TeV
Abstract: Measurements of fiducial inclusive and differential cross sections for photon-associated production of single top quarks $ \mathrm{t}\gamma\mathrm{q} $ and top quark pairs $ \mathrm{t\bar{t}}\gamma $ are performed in proton--proton collisions at a center-of-mass energy of 13$ \mathrm{TeV} $. A sample of events is selected, containing a single isolated electron or muon, an isolated photon, and at least two jets, including one identified as originating from a b quark. The data were recorded with the CMS detector at the CERN LHC and correspond to an integrated luminosity of 138 fb$ ^{-1} $. A profile likelihood fit is employed to unfold the cross sections, account for systematic uncertainties, and determine the correlations between the two signal processes in a single global fit. The fiducial $ \mathrm{t}\gamma\mathrm{q} $ and $ \mathrm{t\bar{t}}\gamma $ cross sections are measured to be 237 $ _{-17}^{+17} $ fb and 1445 $ _{-81}^{+81} $ fb, respectively, in a phase space requiring events with a high momentum, isolated photon. Differential measurements as a function of lepton, photon, light jet, and top quark kinematic observables are performed at the particle and parton levels. All results are found to be in good agreement with theoretical predictions.
Figures & Tables Summary References CMS Publications
Figures

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Figure 1:
Representative Feynman diagrams for $ \mathrm{t}\gamma\mathrm{q} $ (up) and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ (down) showing photon from top quark (left) or top quark decay products (right).

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Figure 1-a:
Representative Feynman diagrams for $ \mathrm{t}\gamma\mathrm{q} $ (up) and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ (down) showing photon from top quark (left) or top quark decay products (right).

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Figure 1-b:
Representative Feynman diagrams for $ \mathrm{t}\gamma\mathrm{q} $ (up) and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ (down) showing photon from top quark (left) or top quark decay products (right).

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Figure 1-c:
Representative Feynman diagrams for $ \mathrm{t}\gamma\mathrm{q} $ (up) and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ (down) showing photon from top quark (left) or top quark decay products (right).

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Figure 1-d:
Representative Feynman diagrams for $ \mathrm{t}\gamma\mathrm{q} $ (up) and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ (down) showing photon from top quark (left) or top quark decay products (right).

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Figure 2:
The BDT score distribution before the fit in the electron (left) and muon (right) channels, where the misID contribution is normalized using factors from the maximum likelihood fit. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 2-a:
The BDT score distribution before the fit in the electron (left) and muon (right) channels, where the misID contribution is normalized using factors from the maximum likelihood fit. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 2-b:
The BDT score distribution before the fit in the electron (left) and muon (right) channels, where the misID contribution is normalized using factors from the maximum likelihood fit. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 3:
The photon $ p_{\mathrm{T}} $ distribution in the $ \mathrm{V}\gamma $ validation region before the fit in the electron (right) and muon (left) channels. The misID contribution in $ \mathrm{Z}+ $jets is normalized using factors derived from the $ m_{\ell\gamma} $ distribution. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 3-a:
The photon $ p_{\mathrm{T}} $ distribution in the $ \mathrm{V}\gamma $ validation region before the fit in the electron (right) and muon (left) channels. The misID contribution in $ \mathrm{Z}+ $jets is normalized using factors derived from the $ m_{\ell\gamma} $ distribution. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 3-b:
The photon $ p_{\mathrm{T}} $ distribution in the $ \mathrm{V}\gamma $ validation region before the fit in the electron (right) and muon (left) channels. The misID contribution in $ \mathrm{Z}+ $jets is normalized using factors derived from the $ m_{\ell\gamma} $ distribution. The hatched bands represent the total uncertainty in prediction. The lower panel shows the ratio of the data to the total prediction.

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Figure 4:
The unrolled 2D distribution of BDT score and $ \Delta R(\ell,\gamma) $ after the maximum likelihood fit in SR for the combined electron and muon channels from full Run 2 data and simulated samples. The lower panels show the ratio of the observed to the predicted event yields, and the red band represents the ratio of data to the prediction before the fit with uncertainties from data statistics and prediction propagated.

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Figure 5:
The distributions of $ m_{\ell\gamma} $ in b-veto CR (left) and $ N_{\mathrm{jets}} $ in the 2 $ \ell $ CR (right) after the maximum likelihood fit for the combined electron and muon channels from full Run 2 data and simulated samples. The lower panels show the ratio of the observed to the predicted event yields, and the red band represents the ratio of data to the prediction before the fit with uncertainties from data statistics and prediction propagated.

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Figure 5-a:
The distributions of $ m_{\ell\gamma} $ in b-veto CR (left) and $ N_{\mathrm{jets}} $ in the 2 $ \ell $ CR (right) after the maximum likelihood fit for the combined electron and muon channels from full Run 2 data and simulated samples. The lower panels show the ratio of the observed to the predicted event yields, and the red band represents the ratio of data to the prediction before the fit with uncertainties from data statistics and prediction propagated.

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Figure 5-b:
The distributions of $ m_{\ell\gamma} $ in b-veto CR (left) and $ N_{\mathrm{jets}} $ in the 2 $ \ell $ CR (right) after the maximum likelihood fit for the combined electron and muon channels from full Run 2 data and simulated samples. The lower panels show the ratio of the observed to the predicted event yields, and the red band represents the ratio of data to the prediction before the fit with uncertainties from data statistics and prediction propagated.

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Figure 6:
The distributions of leading photon $ p_{\mathrm{T}} $, leading lepton $ p_{\mathrm{T}} $, leading light jet pseudorapidity, and $ m_{\ell\gamma} $ before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 6-a:
The distributions of leading photon $ p_{\mathrm{T}} $, leading lepton $ p_{\mathrm{T}} $, leading light jet pseudorapidity, and $ m_{\ell\gamma} $ before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 6-b:
The distributions of leading photon $ p_{\mathrm{T}} $, leading lepton $ p_{\mathrm{T}} $, leading light jet pseudorapidity, and $ m_{\ell\gamma} $ before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 6-c:
The distributions of leading photon $ p_{\mathrm{T}} $, leading lepton $ p_{\mathrm{T}} $, leading light jet pseudorapidity, and $ m_{\ell\gamma} $ before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 6-d:
The distributions of leading photon $ p_{\mathrm{T}} $, leading lepton $ p_{\mathrm{T}} $, leading light jet pseudorapidity, and $ m_{\ell\gamma} $ before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 7:
The distributions of $ \Delta R(\ell,\gamma) $, $ N_{\mathrm{jets}} $, $ \Delta R(\mathrm{t},\gamma) $, and lepton charge before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 7-a:
The distributions of $ \Delta R(\ell,\gamma) $, $ N_{\mathrm{jets}} $, $ \Delta R(\mathrm{t},\gamma) $, and lepton charge before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 7-b:
The distributions of $ \Delta R(\ell,\gamma) $, $ N_{\mathrm{jets}} $, $ \Delta R(\mathrm{t},\gamma) $, and lepton charge before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 7-c:
The distributions of $ \Delta R(\ell,\gamma) $, $ N_{\mathrm{jets}} $, $ \Delta R(\mathrm{t},\gamma) $, and lepton charge before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 7-d:
The distributions of $ \Delta R(\ell,\gamma) $, $ N_{\mathrm{jets}} $, $ \Delta R(\mathrm{t},\gamma) $, and lepton charge before the fit for the combined lepton flavor channels from full Run 2 data and simulated samples, where the misID contribution is normalized to factors derived from the inclusive measurement fit. The lower panels show the ratio of the observed to the predicted event yields.

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Figure 8:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-a:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-b:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-c:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-d:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-e:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-f:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-g:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 8-h:
The measured differential cross sections normalized to the bin width for $ \mathrm{t}\gamma $q as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red bands represent the total theoretical uncertainties from the simulated samples. The last bin includes overflow events.

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Figure 9:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-a:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-b:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-c:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-d:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-e:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-f:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-g:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.

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Figure 9-h:
The measured differential cross sections normalized to the bin width for $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ as a function of $ p_{\mathrm{T}}^{\ell} $, $ p_{\mathrm{T}}^{\gamma} $, $ m_{\ell\gamma} $, $ \Delta R(\ell,\gamma) $, $ \eta_{\mathrm{light j}} $, $ N_{\mathrm{jets}} $ at particle level, as well as the $ \Delta R(\mathrm{top}_{\ell},\gamma) $ and top quark charge at parton level. The black points with error bars represent the data and their uncertainties, whereas the red and purple bands represent the total theoretical uncertainties from the different simulated samples. The last bin includes overflow events.
Tables

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Table 1:
A summary of the selection used in the different regions employed in the analysis, where "---" means that the requirement is not applied.

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Table 2:
A summary of the input variables for training the BDT model.

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Table 3:
The impact of the systematic uncertainties on the signal strength from inclusive and photon $ p_{\mathrm{T}} $ differential measurements for $ \mathrm{t}\gamma\mathrm{q} $ and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $, respectively. The uncertainties derived from the differential measurement are obtained by combining the bin-by-bin nuisance impacts using the signal-yield fractions as weights, and propagating them to the inclusive signal strength while accounting for the correlations among the differential signal strength parameters via the post-fit POI covariance matrix.

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Table 4:
The event yields from the Asimov data before the fit and unblinded data after the maximum likelihood fit in the signal region. ``Other misID'' is the sum of electron misID contribution from all processes except for signals, $ {\mathrm{t}\overline{\mathrm{t}}} \gamma\rightarrow2\ell $, and Z+jets. The uncertainty for the sum of prediction is with consideration of the correlation among different processes and bins.
Summary
The inclusive and differential cross sections in a fiducial phase space are measured for the $ \mathrm{t}\gamma\mathrm{q} $ and $ {\mathrm{t}\overline{\mathrm{t}}} \gamma $ processes, where FSR photons are included in the signal process. Using the $ \mathrm{pp} $ collision data recorded with the CMS detector at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of 138 fb$ ^{-1} $, the measured fiducial inclusive cross sections are $ \sigma^{\text{mea.}}_{\mathrm{t}\gamma\mathrm{q}} = 237_{-17}^{+17} $ fb and $ \sigma^{\text{mea.}}_{{\mathrm{t}\overline{\mathrm{t}}} \gamma} = 1445_{-81}^{+81} $ fb. The differential cross sections are measured as functions of several key kinematic observables in the fiducial region at the particle level, and as functions of $ \Delta R(\mathrm{t},\gamma) $ and the top quark charge at parton level. Within uncertainties, the measurements are in agreement with the SM predictions. With the larger data sample expected from Run 3 of the LHC, these measurements will enable more detailed studies of the production dynamics, including multidifferential measurements and improved sensitivity to possible deviations from the SM. \newpage
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Compact Muon Solenoid
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