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Publications

Below one can find the list of NNPDF publications, as well as published and unpublished documentation related to NNPDF:

More information in the NNPDF approach can be found in the Talks and Seminars section.

  • Published Papers
    • " A first unbiased global NLO determination of parton distributions and their uncertainties"
      Richard D. Ball, Luigi Del Debbio, Stefano Forte, Alberto Guffanti,
      José I. Latorre, Juan Rojo, Maria Ubiali.
      arxiv:1002.4407.

    • "Fitting Experimental Data with Multiplicative Normalization Uncertainties"
      Richard D. Ball, Luigi Del Debbio, Stefano Forte, Alberto Guffanti,
      José I. Latorre, Juan Rojo, Maria Ubiali.
      arxiv:0912.2276, JHEP 1005:075,2010.

    • "Precision determination of electroweak parameters and the strange content of the proton from neutrino deep-inelastic scattering"
      Richard D. Ball, Luigi Del Debbio, Stefano Forte, Alberto Guffanti,
      José I. Latorre, Andrea Piccione, Juan Rojo, Maria Ubiali.
      arXiv:0906.1958, Nucl.Phys.B823:195-233,2009.

    • "A determination of parton distributions with faithful uncertainty estimation"
      Richard D. Ball, Luigi Del Debbio, Stefano Forte, Alberto Guffanti,
      José I. Latorre, Andrea Piccione, Juan Rojo, Maria Ubiali.
      arXiv:0808.1231, Nucl.Phys.B809:1-63,2009.

    • "Neural network determination of parton distributions: The nonsinglet case"
      Luigi Del Debbio, Stefano Forte, José I. Latorre, Andrea Piccione, Joan Rojo.
      JHEP 0703:039,2007. hep-ph/0701127

    • "Unbiased determination of the proton structure functions F2_P with faithful uncertainty estimation"
      Luigi Del Debbio, Stefano Forte, José I. Latorre, Andrea Piccione, Joan Rojo.
      JHEP 0503:080,2005. hep-ph/0501067

    • "Neural Network parametrization of deep inelastic structure functions"
      Stefano Forte, Lluis Garrido, José I. Latorre, Andrea Piccione.
      JHEP 0205:062,2002. hep-ph/0204232"



  • Proceedings
    • "Combined PDF and strong coupling uncertainties at the LHC with NNPDF2.0".
      M. Ubiali, R. D. Ball, L. Del Debbio, S. Forte, A. Guffanti, J. I. Latorre, J. Rojo
      arXiv:1005.0397 [hep-ph]

    • "On the correlation between the strong coupling and PDFs within the NNPDF approach", R. D. Ball, L. Del Debbio, S. Forte, A. Guffanti, J. I. Latorre, J. Rojo, M. Ubiali and A. Vicini
      Included in "The SM and NLO Multileg Working Group: Summary report", Presented at 6th Les Houches Workshop: Physics at TeV Colliders, Les Houches, France, 8-26 Jun 2009.
      arXiv:1003.1241 [hep-ph]

    • "The NNPDF1.2 parton set: implications for the LHC",
      A. Guffanti, J. Rojo and M. Ubiali, arXiv:0907.4614 [hep-ph].

    • "Parton distributions and small-x QCD at the Large Hadron Electron Collider"
      J. Rojo and F. Caola,
      arXiv:0906.2079 [hep-ph].

    • "Benchmarking of parton distributions and their uncertainties", R. D. Ball, L. Del Debbio, S. Forte, A. Guffanti, J. I. Latorre, A. Piccione, J. Rojo and M. Ubiali
      Included in "Parton Distributions", Summary of the "Parton Distributions Working Group" of the second HERA and the LHC workshop," arXiv:0901.2504 [hep-ph]

    • "Update on neural network parton distributions: NNPDF1.1"
      J. Rojo, R. Ball, L. del Debbio, S. Forte, A. Guffanti, J. I. Latorre, A. Piccione, M. Ubiali
      Proceedings of the International Symposium on Multiparticle Dynamics 08, 15-20 september 2008, DESY arXiv:0811.2288

    • "NNPDF1.0 parton set for the LHC"
      M. Ubiali
      Proceedings of 14th International QCD Conference (QCD08), Montpellier, France, 7-12th July 2008 arXiv:0809.3716

    • "Recent progress on NNPDF for LHC"
      M. Ubiali, R. Ball, L. del Debbio, S. Forte, A. Guffanti, J. I. Latorre, A. Piccione, J. Rojo
      43rd Rencontres de Moriond on QCD and hadronic interactions, La Thuile arXiv:0805.3100

    • "Progress in neural parton distributions"
      J. Rojo, R. Ball, L. del Debbio, S. forte, A. Guffanti, J. I. Latorre, A. Piccione, M. Ubiali
      DIS 2007, Munich, arXiv:0706.2130

    • "Neural Network determination of the non-singlet quark distribution"
      Andrea Piccione, Luigi Del Debbio, Stefano Forte, José I. Latorre, Joan Rojo hep-ph/0607199

    • "HERA and the LHC: A workshop on the implications of HERA for LHC physics. Proceedings, part B."
      S. Alekhin et al.
      CERN-2005-014 (Dec 2005) 330p. hep-ph/0601013

    • "HERA and the LHC: A workshop on the implications of HERA for LHC physics. Proceedings, part A."
      S. Alekhin et al.
      CERN-2005-014 (Dec 2005) 326p. hep-ph/0601012

    • "Working group I: Parton distributions: sumaary report for the HERA LHC workshop proceedings"
      M. Dittmar et al.
      FERMILAB-CONF-05-586-E (Nov 2005) 160p.hep-ph/0511119

    • "Neural network approach to parton distributions fitting"
      Andrea Piccione, Luigi Del Debbio, Stefano Forte, José I. Latorre, Joan Rojo
      Nucl.Instrum.Meth.A559:203-206,2006.hep-ph/0509067

    • "The neural network approach to parton distributions: HERA-LHC workshop proceedings"
      L. Del Debbio, S. Forte, J.I. Latorre, Andrea Piccione, Joan Rojo
      hep-ph/0509059

    • "The neural network approach to parton fitting"
      Joan Rojo, Luigi Del Debbio, Stefano Forte, José I. Latorre, Andrea Piccione
      AIP Conf.Proc.792:376-379,2005. Madison.hep-ph/0505044

    • "A determination of alpha_s from scaling violations of truncated moments"
      S. Forte, J.I. Latorre, Lorenzo Magnea, A. Piccione
      Nucl.Phys.Proc.Suppl.121:46-50,2003. Montpellier. hep-ph/0211014"





  • Degree Thesis

    • "Simultaneous determination of the strong coupling constant and the partonic structure of the nucleon"
      Simone Lionetti, University of Milano, 2010
      .pdf version

    • "Determination of the strong coupling from a global unbiased parton fit"
      Elisa Mariani, University of Milano, 2009
      .pdf version

    • "The impact of correlated systematics in a global PDF analysis"
      Alice Maria Donati, University of Milano, 2009
      .pdf version

    • "Study of the theoretical uncertainties in Higgs boson production in gluon-gluon fusion"
      Federico Demartin, University of Milano, 2009 (in italian)
      .pdf version



  • Master Thesis

    • "Small x resummed evolution equations and their implementation in a parton fit"
      Maria Giulia Calzolaio, Universita degli studi di Milano, 2010
      .pdf version

    • "Unbiased predictions for LHC observables with heavy quark mass effects"
      Francesco Cerutti, Universitat de Barcelona, 2010
      .pdf version


  • Ph.D. Thesis

    • "A new approach to the determination of PArton Distribution Functions. Applications to processes with heavy quarks in the initial state "
      Maria Ubiali, University of Edinburgh and Universite Catholique de Louvain, 2010
      .pdf

    • "The neural network approach to Parton Distribution Functions"
      Juan Rojo, Universtat de Barcelona, 2006
      hep-ph/0607122

    • "Aspects of perturbative QCD evolution"
      Andrea Piccione, University of Genova, 2001
      hep-ph/0207204


  • Public NNPDF notes

    • "The PDF4LHC benchmarks on LHC observables: the NNPDF2.0 study"
      NNPDF Collaboration, 2010
      .pdf version

  • Related work

    • "The impact of PDF and alphas uncertainties on Higgs Production in gluon fusion at hadron colliders."
      Federico Demartin, Stefano Forte, Elisa Mariani, Juan Rojo, Alessandro Vicini
      arXiv:1004.0962 [hep-ph]

    • "Heavy quarks in deep-inelastic scattering"
      S. Forte, E. Laenen, P. Nason and J. Rojo
      arXiv.org:1001.2312, Nucl.Phys.B834:116-162,2010.

    • "Deviations from NLO QCD evolution in inclusive HERA data"
      F. Caola, S. Forte and J. Rojo
      arXiv:0910.3143, Phys.Lett.B686:127-135,2010

    • "Monte Carlo analysis of CLAS data"
      L. Del Debbio, A. Guffanti, A. Piccione
      Proceedings of 16th International Workshop on Deep-Inelastic Scattering and Related Subjects (DIS2008), 7-11 April 2008, University College London, UK.arXiv.org:0806.4918

    • "Determination of the atmospheric neutrino fluxes from atmospheric neutrino data"
      M.C. González-García, M. Maltoni, J. Rojo.
      JHEP 0610:075,2006.hep-ph/0607324

    • "Neural network parametrization of the lepton energy spectrum in semileptonic B meson decays"
      Joan Rojo.
      JHEP 0605:040,2006. hep-ph/0601229

    • "Neural network parametrization of spectral functions from hadronic tau decays and determination of QCD vacuum condensates"
      Joan Rojo, José I. Latorre
      JHEP 0401:055,2004. hep-ph/0401047

    • "Determination of alpha_s from scaling violations of truncated moments of structure functions"
      Stefano Forte, José I. Latorre, Lorenzo Magnea, Andrea Piccione.
      Nucl.Phys.B643:477-500,2002. hep-ph/0205286
©NNPDFs: nnpdf(at)mi.infn.it  ---  Last updated on 02/2010