The following publications include results partly or entirely based on research carried out within the N3PDF project.


  • Stefano Carrazza, Juan Cruz-Martinez, VegasFlow: acceleratin Monte Carlo simulation across multiple hardware platforms, [INSPIRE HEP]
  • Stefano Forte, Zahari Kassabov, Why the strong coupling cannot be determined from hadronic processes without simultaneously determining the parton distributions, [arXiv:2001.04986]


  • Stefano Carrazza, Juan Cruz-Martinez, Jesús Urtasun Eilzari, Emilio Villa, Towards hardware acceleration for parton densities estimation, [arXiv:1909.10547]
  • Stefano Carrazza, Juan Cruz-Martinez, Towards a new generation of parton densities with deep learning models, [arXiv:1907.05075]
  • Rabah Abdul Khalek, Richard Ball, Stefano Carrazza, Stefano Forte, et al., Parton distributions with theory uncertainties: general formalism and first phenomenological studies, [arXiv:1906.10698]
  • Stefano Carrazza, Frédéric A. Dreyer, Jet grooming through reinforcement learning, Phys. Rev. D 100, 014014, 15/07/2019 [arXiv:1903.09644] DOI: 10.1103/PhysRevD.100.014014 


  • Stefano Carrazza, Nathan P. Hartland, Minimization strategies for the determination of parton density functions, J.Phys.Conf.Ser. 1085 (2018) no.5, 052007, DOI: 10.1088/1742-6596/1085/5/052007
  • Paolo Castelnovo, Massimo Florio, Stefano Forte, Lucio Rossi, Emanuela Sirtori, The economic impact of technological procurement for large-scale research infrastructures: Evidence from the Large Hadron Collider at CERN, Res.Policy, DOI: 10.1016/j.respol.2018.06.018
  • Stefano Carrazza, Daniel Krefl, Sampling the Riemann-Theta Boltzmann Machine, [arXiv:1804.07768]
  • Emanuele Bagnaschi, Fabio Maltoni, Alessandro Vicini, Marco Zaro, Lepton-pair in association with a bb pair and the determination of the W boson mass, JHEP 1807 (2018) 101, [arXiv:1803.04336], DOI: 10.1007/JHEP07(2018)101
  • Richard D. Ball, Stefano Carrazza, Luigi Del Debbio, Stefano Forte, Zahari Kassabov, Juan Rojo, Emma Slade, Maria Ubiali, Precision determination of the strong coupling constant within a global PDF analysis, Eur.Phys.J. C78 (2018) no.5, 408 [arXiv:1802.03398] INSPIRE HEP