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Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector
This thesis presents a search for evidence of $W^\pm W^\mp \gamma$ production from p−p scattering with $\sqrt{s}$ = 13 TeV at the Large Hadron Collider using 140 fb$^{−1}$ of integrated luminosity. The case where the $W$ bosons decay to opposite-flavor light leptons is considered, as other decay cha...
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Lenguaje: | eng |
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2023
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Acceso en línea: | http://cds.cern.ch/record/2863012 |
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author | Wilbern, Daniel John |
author_facet | Wilbern, Daniel John |
author_sort | Wilbern, Daniel John |
collection | CERN |
description | This thesis presents a search for evidence of $W^\pm W^\mp \gamma$ production from p−p scattering with $\sqrt{s}$ = 13 TeV at the Large Hadron Collider using 140 fb$^{−1}$ of integrated luminosity. The case where the $W$ bosons decay to opposite-flavor light leptons is considered, as other decay channels are dominated by backgrounds. Monte Carlo simulations are used to estimate the contributions of the $W^\pm W^\mp \gamma$ process as well as various background processes to the $e^\pm \mu^\mp \gamma$ channel. The contribution to the $e^\pm \mu^\mp \gamma$ channel of processes with a misidentified or non-prompt photon in the final state are estimated with data-driven methods. A machine learning algorithm trained on Monte Carlo simulations is used to further increase the purity of $W^\pm W^\mp \gamma$ events in the dataset. A maximum likelihood fit to the binned distribution of the machine learning discriminant is performed to determine the best-fit value of the $W^\pm W^\mp \gamma$ contribution to the $e^\pm \mu^\mp \gamma$ channel. From this, the expected $W^\pm W^\mp \gamma$ production cross section in a fiducial region is determined to be $10.5^{17\%}_{−11\%}$ (theory) $\pm$ 15% (experiment) fb. The observed cross section in the fiducial region will be measured after the $e^\pm \mu^\mp \gamma$ dataset is unblinded. Additionally, to study potential deviations from the Standard Model prediction in the $e^\pm \mu^\mp \gamma$ channel, the ATLAS run-2 dataset is used to set upper and lower limits at the 95% confidence level on 13 Wilson coefficients of an effective field theory extending the Standard Model with dimension-8 operators. Two methods to restore unitarity to the effective field theory are investigated: the clipping method as well as a dipole form factor model. The dependence of the Wilson coefficients’ expected upper and lower limits on these two methods’ parameters are presented. |
id | cern-2863012 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
spelling | cern-28630122023-06-27T20:51:23Zhttp://cds.cern.ch/record/2863012engWilbern, Daniel JohnObservation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detectorParticle Physics - ExperimentThis thesis presents a search for evidence of $W^\pm W^\mp \gamma$ production from p−p scattering with $\sqrt{s}$ = 13 TeV at the Large Hadron Collider using 140 fb$^{−1}$ of integrated luminosity. The case where the $W$ bosons decay to opposite-flavor light leptons is considered, as other decay channels are dominated by backgrounds. Monte Carlo simulations are used to estimate the contributions of the $W^\pm W^\mp \gamma$ process as well as various background processes to the $e^\pm \mu^\mp \gamma$ channel. The contribution to the $e^\pm \mu^\mp \gamma$ channel of processes with a misidentified or non-prompt photon in the final state are estimated with data-driven methods. A machine learning algorithm trained on Monte Carlo simulations is used to further increase the purity of $W^\pm W^\mp \gamma$ events in the dataset. A maximum likelihood fit to the binned distribution of the machine learning discriminant is performed to determine the best-fit value of the $W^\pm W^\mp \gamma$ contribution to the $e^\pm \mu^\mp \gamma$ channel. From this, the expected $W^\pm W^\mp \gamma$ production cross section in a fiducial region is determined to be $10.5^{17\%}_{−11\%}$ (theory) $\pm$ 15% (experiment) fb. The observed cross section in the fiducial region will be measured after the $e^\pm \mu^\mp \gamma$ dataset is unblinded. Additionally, to study potential deviations from the Standard Model prediction in the $e^\pm \mu^\mp \gamma$ channel, the ATLAS run-2 dataset is used to set upper and lower limits at the 95% confidence level on 13 Wilson coefficients of an effective field theory extending the Standard Model with dimension-8 operators. Two methods to restore unitarity to the effective field theory are investigated: the clipping method as well as a dipole form factor model. The dependence of the Wilson coefficients’ expected upper and lower limits on these two methods’ parameters are presented.CERN-THESIS-2023-082oai:cds.cern.ch:28630122023-06-26T18:11:19Z |
spellingShingle | Particle Physics - Experiment Wilbern, Daniel John Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title | Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title_full | Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title_fullStr | Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title_full_unstemmed | Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title_short | Observation of the triboson process $pp \rightarrow W^\pm W^\mp \gamma$ and limits on anomalous quartic gauge couplings with the ATLAS detector |
title_sort | observation of the triboson process $pp \rightarrow w^\pm w^\mp \gamma$ and limits on anomalous quartic gauge couplings with the atlas detector |
topic | Particle Physics - Experiment |
url | http://cds.cern.ch/record/2863012 |
work_keys_str_mv | AT wilberndanieljohn observationofthetribosonprocesspprightarrowwpmwmpgammaandlimitsonanomalousquarticgaugecouplingswiththeatlasdetector |