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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...
Autores principales: | , , , , , , |
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Lenguaje: | eng |
Publicado: |
SISSA
2016
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.22323/1.282.0878 http://cds.cern.ch/record/2288291 |
_version_ | 1780956157733502976 |
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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 |
record_format | invenio |
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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