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Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods

The aim of the presented thesis was to determine non-perturbative corrections in Z+jets production at the LHC using iterative unfolding. By using the event generator SHERPA, Z+jets events were simulated on hadron and parton level, which were analysed with the program Rivet afterwards. A lot of obse...

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Autor principal: Moder, Paul
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2815279
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author Moder, Paul
author_facet Moder, Paul
author_sort Moder, Paul
collection CERN
description The aim of the presented thesis was to determine non-perturbative corrections in Z+jets production at the LHC using iterative unfolding. By using the event generator SHERPA, Z+jets events were simulated on hadron and parton level, which were analysed with the program Rivet afterwards. A lot of observables with different sensitivity for non-perturbative effects were examined. Eventually by using RooUnfold a response matrix object could b e created, which contained information about the non-perturbative corrections. Finally another parton level distribution was unfolded with two different metho ds by using the response matrix object. The results of the unfolding was then used to compare these methods. The first method was the bin-by-bin method and the second one was the iterative unfolding.
id cern-2815279
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
record_format invenio
spelling cern-28152792022-07-12T20:29:14Zhttp://cds.cern.ch/record/2815279engModer, PaulDetermination of non-perturbative corrections in Z+jets production at the LHC using iterative methodsParticle Physics - PhenomenologyThe aim of the presented thesis was to determine non-perturbative corrections in Z+jets production at the LHC using iterative unfolding. By using the event generator SHERPA, Z+jets events were simulated on hadron and parton level, which were analysed with the program Rivet afterwards. A lot of observables with different sensitivity for non-perturbative effects were examined. Eventually by using RooUnfold a response matrix object could b e created, which contained information about the non-perturbative corrections. Finally another parton level distribution was unfolded with two different metho ds by using the response matrix object. The results of the unfolding was then used to compare these methods. The first method was the bin-by-bin method and the second one was the iterative unfolding.CERN-THESIS-2016-443oai:cds.cern.ch:28152792022-07-08T13:45:52Z
spellingShingle Particle Physics - Phenomenology
Moder, Paul
Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title_full Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title_fullStr Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title_full_unstemmed Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title_short Determination of non-perturbative corrections in Z+jets production at the LHC using iterative methods
title_sort determination of non-perturbative corrections in z+jets production at the lhc using iterative methods
topic Particle Physics - Phenomenology
url http://cds.cern.ch/record/2815279
work_keys_str_mv AT moderpaul determinationofnonperturbativecorrectionsinzjetsproductionatthelhcusingiterativemethods