PDF4LHC recommendations for LHC run II

J Butterworth, S Carrazza… - Journal of Physics G …, 2016 - iopscience.iop.org
We provide an updated recommendation for the usage of sets of parton distribution functions
(PDFs) and the assessment of PDF and PDF+ ${\alpha} _ {s} $ uncertainties suitable for …

Colloquium: Machine learning in nuclear physics

A Boehnlein, M Diefenthaler, N Sato, M Schram… - Reviews of modern …, 2022 - APS
Advances in machine learning methods provide tools that have broad applicability in
scientific research. These techniques are being applied across the diversity of nuclear …

[PDF][PDF] Parton distributions from high-precision collider data: NNPDF Collaboration

RD Ball, V Bertone, S Carrazza, LD Debbio… - The European Physical …, 2017 - Springer
We present a new set of parton distributions, NNPDF3. 1, which updates NNPDF3. 0, the first
global set of PDFs determined using a methodology validated by a closure test. The update …

The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations

J Alwall, R Frederix, S Frixione, V Hirschi… - Journal of High Energy …, 2014 - Springer
A bstract We discuss the theoretical bases that underpin the automation of the computations
of tree-level and next-to-leading order cross sections, of their matching to parton shower …

Parton distributions for the LHC Run II

RD Ball, V Bertone, S Carrazza, CS Deans… - Journal of High Energy …, 2015 - Springer
A bstract We present NNPDF3. 0, the first set of parton distribution functions (PDFs)
determined with a methodology validated by a closure test. NNPDF3. 0 uses a global …

The path to proton structure at 1% accuracy: NNPDF Collaboration

RD Ball, S Carrazza, J Cruz-Martinez… - The European Physical …, 2022 - Springer
We present a new set of parton distribution functions (PDFs) based on a fully global dataset
and machine learning techniques: NNPDF4. 0. We expand the NNPDF3. 1 determination …

Parton distributions with LHC data

RD Ball, V Bertone, S Carrazza, CS Deans… - Nuclear Physics B, 2013 - Elsevier
We present the first determination of parton distributions of the nucleon at NLO and NNLO
based on a global data set which includes LHC data: NNPDF2. 3. Our data set includes …

New parton distributions for collider physics

HL Lai, M Guzzi, J Huston, Z Li, PM Nadolsky… - Physical Review D …, 2010 - APS
We extract new parton distribution functions (PDFs) of the proton by global analysis of hard
scattering data in the general-mass framework of perturbative quantum chromodynamics …

Combined SMEFT interpretation of Higgs, diboson, and top quark data from the LHC

JJ Ethier, G Magni, F Maltoni, L Mantani… - Journal of High Energy …, 2021 - Springer
A bstract We present a global interpretation of Higgs, diboson, and top quark production and
decay measurements from the LHC in the framework of the Standard Model Effective Field …

[PDF][PDF] Precise determination of the mass of the Higgs boson and tests of compatibility of its couplings with the standard model predictions using proton collisions at 7 …

CMS collaboration - European Physical Journal C, 2015 - Springer
Abstract Properties of the Higgs boson with mass near 125 GeV are measured in proton-
proton collisions with the CMS experiment at the LHC. Comprehensive sets of production …