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FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment

Monte Carlo simulation of the detector response is an essential part of any kind of analysis of contemporary High Energy Physics experimental data. At the LHC these simulated data sets are needed with large statistics and high precision level, which makes their production a CPU-intensive task. ATLAS...

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Autor principal: Fleischmann, S
Lenguaje:eng
Publicado: 2010
Materias:
Acceso en línea:http://cds.cern.ch/record/1262625
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author Fleischmann, S
author_facet Fleischmann, S
author_sort Fleischmann, S
collection CERN
description Monte Carlo simulation of the detector response is an essential part of any kind of analysis of contemporary High Energy Physics experimental data. At the LHC these simulated data sets are needed with large statistics and high precision level, which makes their production a CPU-intensive task. ATLAS has thus concentrated on optimising both full and fast detector simulation techniques to achieve this goal within the computing limits of the collaboration. At the early stages of data-taking, in particular, it is necessary to reprocess Monte Carlo event samples continuously, while tuning the simulation modules to improve the agreement with the data taken from the detector itself. We present a new, fast track simulation engine which implements a full Monte Carlo simulation based on modules and the geometry of the standard ATLAS track reconstruction application. This is combined with a fast parametric-response simulation of the Calorimeter. This approach shows a high level of agreement with the full simulation, while achieving a relative timing gain of about 100. FATRAS was designed to provide a fast feedback cycle for tuning the MC simulation with real data: this includes the material distribution inside the detector, the integration of misalignment and conditions status, as well as calibration at the hit level. We explain the concepts of the fast track simulation and show the performance in first data taken with the ATLAS detector in December 2009.
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spelling cern-12626252019-09-30T06:29:59Zhttp://cds.cern.ch/record/1262625engFleischmann, SFATRAS - A Novel Fast Track Simulation Engine for the ATLAS ExperimentDetectors and Experimental TechniquesMonte Carlo simulation of the detector response is an essential part of any kind of analysis of contemporary High Energy Physics experimental data. At the LHC these simulated data sets are needed with large statistics and high precision level, which makes their production a CPU-intensive task. ATLAS has thus concentrated on optimising both full and fast detector simulation techniques to achieve this goal within the computing limits of the collaboration. At the early stages of data-taking, in particular, it is necessary to reprocess Monte Carlo event samples continuously, while tuning the simulation modules to improve the agreement with the data taken from the detector itself. We present a new, fast track simulation engine which implements a full Monte Carlo simulation based on modules and the geometry of the standard ATLAS track reconstruction application. This is combined with a fast parametric-response simulation of the Calorimeter. This approach shows a high level of agreement with the full simulation, while achieving a relative timing gain of about 100. FATRAS was designed to provide a fast feedback cycle for tuning the MC simulation with real data: this includes the material distribution inside the detector, the integration of misalignment and conditions status, as well as calibration at the hit level. We explain the concepts of the fast track simulation and show the performance in first data taken with the ATLAS detector in December 2009.ATL-INDET-PROC-2010-010oai:cds.cern.ch:12626252010-04-30
spellingShingle Detectors and Experimental Techniques
Fleischmann, S
FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title_full FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title_fullStr FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title_full_unstemmed FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title_short FATRAS - A Novel Fast Track Simulation Engine for the ATLAS Experiment
title_sort fatras - a novel fast track simulation engine for the atlas experiment
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/1262625
work_keys_str_mv AT fleischmanns fatrasanovelfasttracksimulationenginefortheatlasexperiment