Cargando…

Search for Dileptonic ttH(H->bb) with the ATLAS Detector

A search for the Higgs boson produced in association with a pair of top quarks ttH is presented. The analysis uses 13.2 fb$^{-1}$ of proton-proton collision data with a centre of mass energy of 13 TeV, collected by the ATLAS experiment at the LHC in 2015 and 2016. The search is optimised for events...

Descripción completa

Detalles Bibliográficos
Autor principal: Sowden, Benjamin Charles
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:http://cds.cern.ch/record/2290140
_version_ 1780956289321402368
author Sowden, Benjamin Charles
author_facet Sowden, Benjamin Charles
author_sort Sowden, Benjamin Charles
collection CERN
description A search for the Higgs boson produced in association with a pair of top quarks ttH is presented. The analysis uses 13.2 fb$^{-1}$ of proton-proton collision data with a centre of mass energy of 13 TeV, collected by the ATLAS experiment at the LHC in 2015 and 2016. The search is optimised for events in which the top quarks decay into electrons or muons and the Higgs boson decays into bottom quarks. The analysis proceeds by separating the events into categories determined by the number of jets present in the event, and the number of those jets which are identified as originating from bottom hadrons. Multivariate techniques are used in the most signal rich regions to provide optimal separation between the signal and background processes. Finally, a template likelihood fit is performed simultaneously across all the regions, constraining the uncertainties on the analysis and determining the most likely value for the production cross section of ttH. The search found the best fit production cross section to be $4.6^{+1.4}_{-1.3}\mathrm{(stat)}^{+2.6}_{-1.9}\mathrm{(syst)}$ times the standard model predicted result. As such the result does not provide significant evidence for the presence of ttH and a 95% confidence limit was set on the production. It is found that the cross section is disfavoured with values higher than 10.1 times the standard model expected value. Studies are presented showing the inclusion of event quality variables into the multivariate classifier used in the analysis and the inclusion of colour flow variables into both the multivariate classifier and multivariate reconstruction algorithms used in the analysis. For both sets of variables no significant improvement to the performance of the algorithms was seen.
id cern-2290140
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
record_format invenio
spelling cern-22901402019-09-30T06:29:59Zhttp://cds.cern.ch/record/2290140engSowden, Benjamin CharlesSearch for Dileptonic ttH(H->bb) with the ATLAS DetectorParticle Physics - ExperimentA search for the Higgs boson produced in association with a pair of top quarks ttH is presented. The analysis uses 13.2 fb$^{-1}$ of proton-proton collision data with a centre of mass energy of 13 TeV, collected by the ATLAS experiment at the LHC in 2015 and 2016. The search is optimised for events in which the top quarks decay into electrons or muons and the Higgs boson decays into bottom quarks. The analysis proceeds by separating the events into categories determined by the number of jets present in the event, and the number of those jets which are identified as originating from bottom hadrons. Multivariate techniques are used in the most signal rich regions to provide optimal separation between the signal and background processes. Finally, a template likelihood fit is performed simultaneously across all the regions, constraining the uncertainties on the analysis and determining the most likely value for the production cross section of ttH. The search found the best fit production cross section to be $4.6^{+1.4}_{-1.3}\mathrm{(stat)}^{+2.6}_{-1.9}\mathrm{(syst)}$ times the standard model predicted result. As such the result does not provide significant evidence for the presence of ttH and a 95% confidence limit was set on the production. It is found that the cross section is disfavoured with values higher than 10.1 times the standard model expected value. Studies are presented showing the inclusion of event quality variables into the multivariate classifier used in the analysis and the inclusion of colour flow variables into both the multivariate classifier and multivariate reconstruction algorithms used in the analysis. For both sets of variables no significant improvement to the performance of the algorithms was seen.CERN-THESIS-2017-188oai:cds.cern.ch:22901402017-10-21T13:31:35Z
spellingShingle Particle Physics - Experiment
Sowden, Benjamin Charles
Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title_full Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title_fullStr Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title_full_unstemmed Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title_short Search for Dileptonic ttH(H->bb) with the ATLAS Detector
title_sort search for dileptonic tth(h->bb) with the atlas detector
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2290140
work_keys_str_mv AT sowdenbenjamincharles searchfordileptonictthhbbwiththeatlasdetector