Proceedings of meetings and slides presented by team members on N3PDF related topics are listed here below:

 

2021

  • Juan Cruz-Martinez, MadFlow: towards the automation of Monte Carlo simulation on GPU for particle physics processes, vCHEP, 19 May 2021 – SLIDES
  • Felix Hekhorn, Can MSbar parton distributions be negative?, DIS2021, 14 April 2021 – SLIDES
  • Christopher Schwan, PineAPPL: NLO EW corrections for PDF processes, DIS2021, 14 April 2021 – SLIDES
  • NNPDF collaboration & N3PDF team, Theory and methodology: new developments, PDF4LHC, 22 March 2021 – SLIDES
  • Juan Cruz-Martinez, PDF determination with quantum circuits, IFIC seminar, 16 February 2021 – SLIDES and VIDEO

2020

  • Juan Cruz-Martinez, VegasFlow and PDFFlow: accelerating Monte Carlo simulation across platforms, HSF Workshop, 20 November 2020 – SLIDES
  • Stefano Forte, Machine Learning the unknown, 60th Cracow School of Theoretical Physics, 20 November 2020 – SLIDES
  • Juan Cruz-Martinez, VegasFlow and PDFFlow: accelerating Monte Carlo simulation across platforms, ATLAS Physics Modelling Group subgroup for Generator Infrastructure and Tools, 30 October 2020 – SLIDES
  • Christopher Schwan, Treatment of EW effects in PDF fits and in experimental data, LHC EW WG General Meeting, 8 October 2020 – SLIDES
  • Juan Cruz-Martinez, VegasFlow: accelerating Monte Crlo simulation across platforms using TensorFlow, ICHEP 2020, 30 July 2020 – SLIDES
  • Stefano Carrazza, Accelerating HEP theory with ML models, MCnet Machine Learning School, 25 June 2020 – SLIDES
  • Stefano Carrazza, Parton densities with deep learning models, LHCP2020, 25 May 2020 – SLIDES
  • Stefano Forte, Proton Structure from AI to Machine Learning, Oxford, 21 May 2020 – SLIDES and VIDEO (the first few minutes of the talk were not recorded. The contribution of Lukas Henning starts at 8.30′ of the recording)
  • Stefano Forte, PDFs: from Run II to Run III, CMS SM Meeting, CERN, 25 February 2020 – SLIDES
  • Stefano Forte, Machine learning an unknown physical law: the structure of the proton, Invited seminar, Heidelberg (23 January 2020) and Frascati (20 February 2020) – SLIDES
  • Stefano Forte, Machine learning PDFs, Cracow Epiphany Conference, Cracow (Poland), 7 January 2020 – SLIDES

 

2019

  • Stefano Forte, Parton distributions or the art of solving ill-posed problems, plenary talk at LHCP2019, Puebla, Mexico, May 21, 2019 – SLIDES 
  • Stefano Forte, Parton distributions for precision physics, parallel talk at LHCP2019, Puebla, Mexico, May 21, 2019 – SLIDES 
  • Stefano Carrazza, Machine learning applied to theoretical high-energy physics, Colloquium at IFT ICTP SAIFR, São Paulo, April 3, 2019 – SLIDES 
  • Stefano Carrazza, Riemann-Theta Boltzmann MachineACAT 2019, Saas Fe, March 11-15, 2019 – SLIDES 

 

2018

  • Stefano Forte, Lessons learnt – Towards PDF4LHC20PDF4LHC, CERN, December 13, 2018 – SLIDES 
  • Stefano Forte, Parton Distributions: yesterday, today and tomorrowInvited colloquium, Aachen, November 8, 2018 – SLIDES 
  • Christopher Schwan, NLO EW Corrections for W+Z scattering at the LHCHP2 2018, Freiburg, October 1-3, 2018 – SLIDES 
  • Stefano Forte, Machine learning precision high energy physicsInvited colloquium, Munich, September 11, 2018 – SLIDES 
  • Stefano Carrazza, Machine learning overviewETSF, Milan, September 10, 2018 – SLIDES 
  • Stefano Forte, Heavy flavor production processesQCD@LHC 2018, Dresden, August 28-30, 2018 – SLIDES 
  • Stefano Forte, Overview of resummationPSR18, Lund, June 4, 2018 – SLIDES  
  • Stefano Forte, Precision standard model physics at the LHCMASS 2018, Odense, May 31, 2018 – SLIDES – VIDEO 
  • Stefano Carrazza, New ideas from physics to machine learningIPPP Durham, April 4, 2018 – SLIDES 
  • Stefano Carrazza, NNPDF3.1luxQEDCERN, March 28, 2018 – SLIDES 
  • Stefano Forte, Determination of αs & the correlated replica methodCERN, March 28, 2018 – SLIDES 
  • Stefano Forte, Parton distributions for the XXI centuryFreiburg, January 10, 2018 – SLIDES  

 

2017

  • Stefano Forte, Scale variation and PDF uncertainties, Scales Workshop, Cambridge, March 31, 2017 – SLIDES