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Validation of the Simulation of Collision Events at the LHC

The procedures of validating simulation of particle physics events at the LHC are summarized. Because of the strongly fluctuating particle content of LHC events and detector interactions, particle based Monte Carlo methods are an indispensable tool for data analysis. Simulation in particle physics i...

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Autor principal: Mättig, Peter
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2775804
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author Mättig, Peter
author_facet Mättig, Peter
author_sort Mättig, Peter
collection CERN
description The procedures of validating simulation of particle physics events at the LHC are summarized. Because of the strongly fluctuating particle content of LHC events and detector interactions, particle based Monte Carlo methods are an indispensable tool for data analysis. Simulation in particle physics is founded on factorization and thus its global validation can be realized by validating each individual step in the simulation. This can be accomplished by adopting results of previous measurements, in - situ studies and models. Important in particle physics is to quantify how well simulation is validated such that a systematic uncertainty can be assigned to a measurement. The simulation is tested for a wide range of processes and agrees with data within the assigned uncertainties.
id cern-2775804
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
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spelling cern-27758042021-12-17T09:01:05Zhttp://cds.cern.ch/record/2775804engMättig, PeterValidation of the Simulation of Collision Events at the LHChep-phParticle Physics - Phenomenologyphysics.hist-phOther Fields of PhysicsThe procedures of validating simulation of particle physics events at the LHC are summarized. Because of the strongly fluctuating particle content of LHC events and detector interactions, particle based Monte Carlo methods are an indispensable tool for data analysis. Simulation in particle physics is founded on factorization and thus its global validation can be realized by validating each individual step in the simulation. This can be accomplished by adopting results of previous measurements, in - situ studies and models. Important in particle physics is to quantify how well simulation is validated such that a systematic uncertainty can be assigned to a measurement. The simulation is tested for a wide range of processes and agrees with data within the assigned uncertainties.arXiv:1807.07756oai:cds.cern.ch:27758042018-07-20
spellingShingle hep-ph
Particle Physics - Phenomenology
physics.hist-ph
Other Fields of Physics
Mättig, Peter
Validation of the Simulation of Collision Events at the LHC
title Validation of the Simulation of Collision Events at the LHC
title_full Validation of the Simulation of Collision Events at the LHC
title_fullStr Validation of the Simulation of Collision Events at the LHC
title_full_unstemmed Validation of the Simulation of Collision Events at the LHC
title_short Validation of the Simulation of Collision Events at the LHC
title_sort validation of the simulation of collision events at the lhc
topic hep-ph
Particle Physics - Phenomenology
physics.hist-ph
Other Fields of Physics
url http://cds.cern.ch/record/2775804
work_keys_str_mv AT mattigpeter validationofthesimulationofcollisioneventsatthelhc