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A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package

The Geant4 toolkit is used to model interactions between particles and matter. Geant4 employs a set of validated physics models that span a wide range of interaction energies. These models are tuned to cover a large variety of possible applications. This raises the critical question of what uncertai...

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Detalles Bibliográficos
Autores principales: Genser, Krzysztof, Hatcher, Robert, Perdue, Gabriel, Wenzel, Hans, Yarba, Julia, Kelsey, Michael, Wright, Dennis H
Lenguaje:eng
Publicado: SISSA 2016
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.282.0878
http://cds.cern.ch/record/2288291
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author Genser, Krzysztof
Hatcher, Robert
Perdue, Gabriel
Wenzel, Hans
Yarba, Julia
Kelsey, Michael
Wright, Dennis H
author_facet Genser, Krzysztof
Hatcher, Robert
Perdue, Gabriel
Wenzel, Hans
Yarba, Julia
Kelsey, Michael
Wright, Dennis H
author_sort Genser, Krzysztof
collection CERN
description The Geant4 toolkit is used to model interactions between particles and matter. Geant4 employs a set of validated physics models that span a wide range of interaction energies. These models are tuned to cover a large variety of possible applications. This raises the critical question of what uncertainties are associated with the Geant4 physics model, or group of models, involved in a simulation project. To address the challenge, we have designed and implemented a comprehen- sive, modular, user-friendly software toolkit that allows the variation of one or more parameters of one or more Geant4 physics models involved in simulation studies. It also enables analysis of multiple variants of the resulting physics observables of interest in order to estimate the uncertain- ties associated with the simulation model choices. Key functionalities of the toolkit are presented in this paper and are illustrated with selected results.
id oai-inspirehep.net-1501398
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
publisher SISSA
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spelling oai-inspirehep.net-15013982019-10-15T15:28:08Zdoi:10.22323/1.282.0878http://cds.cern.ch/record/2288291engGenser, KrzysztofHatcher, RobertPerdue, GabrielWenzel, HansYarba, JuliaKelsey, MichaelWright, Dennis HA Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation PackageComputing and ComputersThe Geant4 toolkit is used to model interactions between particles and matter. Geant4 employs a set of validated physics models that span a wide range of interaction energies. These models are tuned to cover a large variety of possible applications. This raises the critical question of what uncertainties are associated with the Geant4 physics model, or group of models, involved in a simulation project. To address the challenge, we have designed and implemented a comprehen- sive, modular, user-friendly software toolkit that allows the variation of one or more parameters of one or more Geant4 physics models involved in simulation studies. It also enables analysis of multiple variants of the resulting physics observables of interest in order to estimate the uncertain- ties associated with the simulation model choices. Key functionalities of the toolkit are presented in this paper and are illustrated with selected results.SISSAFERMILAB-CONF-16-526-CDoai:inspirehep.net:15013982016
spellingShingle Computing and Computers
Genser, Krzysztof
Hatcher, Robert
Perdue, Gabriel
Wenzel, Hans
Yarba, Julia
Kelsey, Michael
Wright, Dennis H
A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title_full A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title_fullStr A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title_full_unstemmed A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title_short A Software Toolkit to Study Systematic Uncertainties of the Physics Models of the Geant4 Simulation Package
title_sort software toolkit to study systematic uncertainties of the physics models of the geant4 simulation package
topic Computing and Computers
url https://dx.doi.org/10.22323/1.282.0878
http://cds.cern.ch/record/2288291
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