Cargando…

New techniques for pile-up simulation in ATLAS

The high-luminosity data produced by the LHC leads to many proton-proton interactions per beam crossing in ATLAS, known as pile-up. In order to understand the ATLAS data and extract the physics results it is important to model these effects accurately in the simulation. As the pile-up rate continues...

Descripción completa

Detalles Bibliográficos
Autor principal: Novak, Tadej
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/201921402044
http://cds.cern.ch/record/2649298
_version_ 1780960727322853376
author Novak, Tadej
author_facet Novak, Tadej
author_sort Novak, Tadej
collection CERN
description The high-luminosity data produced by the LHC leads to many proton-proton interactions per beam crossing in ATLAS, known as pile-up. In order to understand the ATLAS data and extract the physics results it is important to model these effects accurately in the simulation. As the pile-up rate continues to grow towards an eventual rate of 200 for the HL-LHC, this puts increasing demands on computing resources required for the simulation and the current approach of simulating the pile-up interactions along with the hard-scatter for each Monte Carlo production is no longer feasible. The new ATLAS "overlay" approach to pile-up simulation is presented. Here a pre-simulated set of minimum bias interactions, either from simulation or from real data, is created once and events drawn from this are overlaid with the hard-scatter event being simulated. This leads to significant improvements in CPU time. The contribution will discuss the technical aspects of the implementation in the ATLAS simulation and production infrastructure and compare the performance, both in terms of computing and physics, to the previous approach.
id cern-2649298
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
record_format invenio
spelling cern-26492982022-01-14T15:03:41Zdoi:10.1051/epjconf/201921402044http://cds.cern.ch/record/2649298engNovak, TadejNew techniques for pile-up simulation in ATLASParticle Physics - ExperimentThe high-luminosity data produced by the LHC leads to many proton-proton interactions per beam crossing in ATLAS, known as pile-up. In order to understand the ATLAS data and extract the physics results it is important to model these effects accurately in the simulation. As the pile-up rate continues to grow towards an eventual rate of 200 for the HL-LHC, this puts increasing demands on computing resources required for the simulation and the current approach of simulating the pile-up interactions along with the hard-scatter for each Monte Carlo production is no longer feasible. The new ATLAS "overlay" approach to pile-up simulation is presented. Here a pre-simulated set of minimum bias interactions, either from simulation or from real data, is created once and events drawn from this are overlaid with the hard-scatter event being simulated. This leads to significant improvements in CPU time. The contribution will discuss the technical aspects of the implementation in the ATLAS simulation and production infrastructure and compare the performance, both in terms of computing and physics, to the previous approach.ATL-SOFT-PROC-2018-043oai:cds.cern.ch:26492982018-11-29
spellingShingle Particle Physics - Experiment
Novak, Tadej
New techniques for pile-up simulation in ATLAS
title New techniques for pile-up simulation in ATLAS
title_full New techniques for pile-up simulation in ATLAS
title_fullStr New techniques for pile-up simulation in ATLAS
title_full_unstemmed New techniques for pile-up simulation in ATLAS
title_short New techniques for pile-up simulation in ATLAS
title_sort new techniques for pile-up simulation in atlas
topic Particle Physics - Experiment
url https://dx.doi.org/10.1051/epjconf/201921402044
http://cds.cern.ch/record/2649298
work_keys_str_mv AT novaktadej newtechniquesforpileupsimulationinatlas