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The New ATLAS Fast Calorimeter Simulation

Producing the large samples of simulated events required by many physics and performance studies with the ATLAS detector using the full GEANT4 detector simulation is highly CPU intensive. Fast simulation tools are a useful way of reducing the CPU requirements when detailed detector simulations are n...

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Autor principal: Heath, Matthew Peter
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.314.0792
http://cds.cern.ch/record/2285624
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author Heath, Matthew Peter
author_facet Heath, Matthew Peter
author_sort Heath, Matthew Peter
collection CERN
description Producing the large samples of simulated events required by many physics and performance studies with the ATLAS detector using the full GEANT4 detector simulation is highly CPU intensive. Fast simulation tools are a useful way of reducing the CPU requirements when detailed detector simulations are not needed. During Run-1 of the LHC, a fast calorimeter simulation (FastCaloSim) was successfully used in ATLAS. FastCaloSim provides a simulation of the particle energy response at the calorimeter read-out cell level, taking into account the detailed particle shower shapes and the correlations between the energy depositions in the various calorimeter layers. It is interfaced to the standard ATLAS digitisation and reconstruction software, and it can be tuned to data more easily than Geant4. Now an improved version of FastCaloSim is in development, incorporating the experience with the version used during Run-1. The new FastCaloSim aims to overcome some limitations of the first version by improving the description of substructure variables for boosted jets, and giving a better performance in the forward calorimeters, which is important for forward jets in vector-boson-fusion topologies. A first partial prototype is available and is being tested and validated now. ATLAS plans to use this new FastCaloSim parametrisation to simulate several billion events in the upcoming LHC runs.
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spelling cern-22856242021-05-03T07:53:53Zdoi:10.22323/1.314.0792http://cds.cern.ch/record/2285624engHeath, Matthew PeterThe New ATLAS Fast Calorimeter SimulationParticle Physics - ExperimentProducing the large samples of simulated events required by many physics and performance studies with the ATLAS detector using the full GEANT4 detector simulation is highly CPU intensive. Fast simulation tools are a useful way of reducing the CPU requirements when detailed detector simulations are not needed. During Run-1 of the LHC, a fast calorimeter simulation (FastCaloSim) was successfully used in ATLAS. FastCaloSim provides a simulation of the particle energy response at the calorimeter read-out cell level, taking into account the detailed particle shower shapes and the correlations between the energy depositions in the various calorimeter layers. It is interfaced to the standard ATLAS digitisation and reconstruction software, and it can be tuned to data more easily than Geant4. Now an improved version of FastCaloSim is in development, incorporating the experience with the version used during Run-1. The new FastCaloSim aims to overcome some limitations of the first version by improving the description of substructure variables for boosted jets, and giving a better performance in the forward calorimeters, which is important for forward jets in vector-boson-fusion topologies. A first partial prototype is available and is being tested and validated now. ATLAS plans to use this new FastCaloSim parametrisation to simulate several billion events in the upcoming LHC runs.ATL-SOFT-PROC-2017-053oai:cds.cern.ch:22856242017-09-25
spellingShingle Particle Physics - Experiment
Heath, Matthew Peter
The New ATLAS Fast Calorimeter Simulation
title The New ATLAS Fast Calorimeter Simulation
title_full The New ATLAS Fast Calorimeter Simulation
title_fullStr The New ATLAS Fast Calorimeter Simulation
title_full_unstemmed The New ATLAS Fast Calorimeter Simulation
title_short The New ATLAS Fast Calorimeter Simulation
title_sort new atlas fast calorimeter simulation
topic Particle Physics - Experiment
url https://dx.doi.org/10.22323/1.314.0792
http://cds.cern.ch/record/2285624
work_keys_str_mv AT heathmatthewpeter thenewatlasfastcalorimetersimulation
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