Cargando…

Fast emulation of track reconstruction in the CMS simulation

Simulated samples of various physics processes are a key ingredient within analyses to unlock the physics behind LHC collision data. Samples with more and more statistics are required to keep up with the increasing amounts of recorded data. During sample generation, significant computing time is spe...

Descripción completa

Detalles Bibliográficos
Autor principal: Komm, Matthias
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/898/4/042034
http://cds.cern.ch/record/2253533
_version_ 1780953562599129088
author Komm, Matthias
author_facet Komm, Matthias
author_sort Komm, Matthias
collection CERN
description Simulated samples of various physics processes are a key ingredient within analyses to unlock the physics behind LHC collision data. Samples with more and more statistics are required to keep up with the increasing amounts of recorded data. During sample generation, significant computing time is spent on the reconstruction of charged particle tracks from energy deposits which additionally scales with the pileup conditions. In CMS, the FastSimulation package is developed for providing a fast alternative to the standard simulation and reconstruction workflow. It employs various techniques to emulate track reconstruction effects in particle collision events. Several analysis groups in CMS are utilizing the package, in particular those requiring many samples to scan the parameter space of physics models (e.g. SUSY) or for the purpose of estimating systematic uncertainties. The strategies for and recent developments in this emulation are presented, including a novel, flexible implementation of tracking emulation while retaining a sufficient, tuneable accuracy.
id cern-2253533
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
record_format invenio
spelling cern-22535332019-10-15T15:17:04Zdoi:10.1088/1742-6596/898/4/042034http://cds.cern.ch/record/2253533engKomm, MatthiasFast emulation of track reconstruction in the CMS simulationDetectors and Experimental TechniquesSimulated samples of various physics processes are a key ingredient within analyses to unlock the physics behind LHC collision data. Samples with more and more statistics are required to keep up with the increasing amounts of recorded data. During sample generation, significant computing time is spent on the reconstruction of charged particle tracks from energy deposits which additionally scales with the pileup conditions. In CMS, the FastSimulation package is developed for providing a fast alternative to the standard simulation and reconstruction workflow. It employs various techniques to emulate track reconstruction effects in particle collision events. Several analysis groups in CMS are utilizing the package, in particular those requiring many samples to scan the parameter space of physics models (e.g. SUSY) or for the purpose of estimating systematic uncertainties. The strategies for and recent developments in this emulation are presented, including a novel, flexible implementation of tracking emulation while retaining a sufficient, tuneable accuracy.CMS-CR-2017-018oai:cds.cern.ch:22535332017-01-31
spellingShingle Detectors and Experimental Techniques
Komm, Matthias
Fast emulation of track reconstruction in the CMS simulation
title Fast emulation of track reconstruction in the CMS simulation
title_full Fast emulation of track reconstruction in the CMS simulation
title_fullStr Fast emulation of track reconstruction in the CMS simulation
title_full_unstemmed Fast emulation of track reconstruction in the CMS simulation
title_short Fast emulation of track reconstruction in the CMS simulation
title_sort fast emulation of track reconstruction in the cms simulation
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1088/1742-6596/898/4/042034
http://cds.cern.ch/record/2253533
work_keys_str_mv AT kommmatthias fastemulationoftrackreconstructioninthecmssimulation