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We present PDFFlow, a new software for fast evaluation of parton distribution functions (PDFs) designed for platforms with hardware accelerators.
S. Carrazza, J. Cruz-Martinez, Towards a new generation of parton densities with deep learning models, Eur. Phys. J. C79 (8) (2019) 676 · 1907
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A. Buckley, Computational challenges for MC event generation, in: 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research: Empowering the revolution: Bringing Machine Learning to High Performance Computing (ACAT 2019) Saas-Fee, Switzerland, March 11-15, 2019, 2019 · 1908
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S. Carrazza, J. Cruz-Martinez, J. Urtasun-Elizari, E. Villa, Towards hardware acceleration for parton densities estimation, in: International Conference on the Structure and the Interactions of the Photon (Photon 2019) Frascati, Italy, June 3-7, 2019, 2019 · 1909
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M. Whalley, D. Bourilkov, R. Group, The Les Houches accord PDFs (LHAPDF) and LHAGLUE, in: HERA and the LHC: A Workshop on the Implications of HERA and LHC Physics (Startup Meeting, CERN, 26-27 March 2004; Midterm Meeting, CERN, 11-13 October 2004), 2005, pp. 575–581 · 2005
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J. Alwall, R. Frederix, S. Frixione, V. Hirschi, F. Maltoni, O. Mattelaer, H. S. Shao, T. Stelzer, P. Torrielli, M. Zaro, The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations, JHEP 07 (2014) 079 · 2014
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L. A. Harland-Lang, A. D. Martin, P. Motylinski, R. S. Thorne, Parton distributions in the LHC era: MMHT 2014 PDFs, Eur. Phys. J. C75 (5) (2015) 204 · 2015
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A. Buckley, J. Ferrando, S. Lloyd, K. Nordström, B. Page, M. Rüfenacht, M. Schönherr, G. Watt, LHAPDF6: parton density access in the LHC precision era, Eur. Phys. J. C 75 (2015) 132 · 2015
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T. Gehrmann, et al., Jet cross sections and transverse momentum distributions with NNLOJET, PoS RADCOR2017 (2018) 074 · 2018
Later among the works it cites.
J. Cruz-Martinez, T. Gehrmann, E. Glover, A. Huss, Second-order QCD effects in Higgs boson production through vector boson fusion, Phys. Lett. B 781 (2018) 672–677 · 2018
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J. Campbell, T. Neumann, Precision Phenomenology with MCFM, JHEP 12 (2019) 034 · 2019
Later among the works it cites.
S. Carrazza, J. M. Cruz-Martinez, VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms, Comput. Phys. Commun. 254 (2020) 107376 · 2020
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doi:10.5281/zenodo.3691926
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2015
Cited alongside, same era.
V. Bertone, S. Carrazza, N. P. Hartland, APFELgrid: a high performance tool for parton density determinations, Comput. Phys. Commun. 212 (2017) 205–209 · 2016
Cited alongside, same era.
R. D. Ball, et al., Parton distributions from high-precision collider data, Eur. Phys. J. C77 (10) (2017) 663 · 2017
Cited alongside, same era.
J. Cruz-Martinez, S. Carrazza, N3pdf/vegasflow (Feb. 2020) · 2020
Closest in time.
doi:10.5281/zenodo.3964191
J. Cruz-Martinez, M. Rossi, S. Carrazza, N3pdf/pdfflow (Jul. 2020) · 2020
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