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APFELgrid: a high performance tool for parton density determinations

We present a new software package designed to reduce the computational burden of hadron collider measurements in Parton Distribution Function (PDF) fits. The APFELgrid package converts interpolated weight tables provided by APPLgrid files into a more efficient format for PDF fitting by the combinati...

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Detalles Bibliográficos
Autores principales: Bertone, Valerio, Carrazza, Stefano, Hartland, Nathan P.
Lenguaje:eng
Publicado: 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1016/j.cpc.2016.10.006
http://cds.cern.ch/record/2151510
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author Bertone, Valerio
Carrazza, Stefano
Hartland, Nathan P.
author_facet Bertone, Valerio
Carrazza, Stefano
Hartland, Nathan P.
author_sort Bertone, Valerio
collection CERN
description We present a new software package designed to reduce the computational burden of hadron collider measurements in Parton Distribution Function (PDF) fits. The APFELgrid package converts interpolated weight tables provided by APPLgrid files into a more efficient format for PDF fitting by the combination with PDF and αs evolution factors provided by APFEL . This combination significantly reduces the number of operations required to perform the calculation of hadronic observables in PDF fits and simplifies the structure of the calculation into a readily optimised scalar product. We demonstrate that our technique can lead to a substantial speed improvement when compared to existing methods without any reduction in numerical accuracy.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
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spelling cern-21515102021-05-03T20:23:04Zdoi:10.1016/j.cpc.2016.10.006http://cds.cern.ch/record/2151510engBertone, ValerioCarrazza, StefanoHartland, Nathan P.APFELgrid: a high performance tool for parton density determinationshep-exParticle Physics - Experimenthep-phParticle Physics - PhenomenologyWe present a new software package designed to reduce the computational burden of hadron collider measurements in Parton Distribution Function (PDF) fits. The APFELgrid package converts interpolated weight tables provided by APPLgrid files into a more efficient format for PDF fitting by the combination with PDF and αs evolution factors provided by APFEL . This combination significantly reduces the number of operations required to perform the calculation of hadronic observables in PDF fits and simplifies the structure of the calculation into a readily optimised scalar product. We demonstrate that our technique can lead to a substantial speed improvement when compared to existing methods without any reduction in numerical accuracy.We present a new software package designed to reduce the computational burden of hadron collider measurements in Parton Distribution Function (PDF) fits. The APFELgrid package converts interpolated weight tables provided by APPLgrid files into a more efficient format for PDF fitting by the combination with PDF and $\alpha_s$ evolution factors provided by APFEL. This combination significantly reduces the number of operations required to perform the calculation of hadronic observables in PDF fits and simplifies the structure of the calculation into a readily optimised scalar product. We demonstrate that our technique can lead to a substantial speed improvement when compared to existing methods without any reduction in numerical accuracy.CERN-TH-2016-103arXiv:1605.02070oai:cds.cern.ch:21515102016-05-06
spellingShingle hep-ex
Particle Physics - Experiment
hep-ph
Particle Physics - Phenomenology
Bertone, Valerio
Carrazza, Stefano
Hartland, Nathan P.
APFELgrid: a high performance tool for parton density determinations
title APFELgrid: a high performance tool for parton density determinations
title_full APFELgrid: a high performance tool for parton density determinations
title_fullStr APFELgrid: a high performance tool for parton density determinations
title_full_unstemmed APFELgrid: a high performance tool for parton density determinations
title_short APFELgrid: a high performance tool for parton density determinations
title_sort apfelgrid: a high performance tool for parton density determinations
topic hep-ex
Particle Physics - Experiment
hep-ph
Particle Physics - Phenomenology
url https://dx.doi.org/10.1016/j.cpc.2016.10.006
http://cds.cern.ch/record/2151510
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