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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...
Autores principales: | , , |
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Lenguaje: | eng |
Publicado: |
2016
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1016/j.cpc.2016.10.006 http://cds.cern.ch/record/2151510 |
_version_ | 1780950478069170176 |
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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. |
id | cern-2151510 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2016 |
record_format | invenio |
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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