Exploring QCD matter in extreme conditions with Machine Learning

K Zhou, L Wang, LG Pang, S Shi - Progress in Particle and Nuclear Physics, 2024 - Elsevier
In recent years, machine learning has emerged as a powerful computational tool and novel
problem-solving perspective for physics, offering new avenues for studying strongly …

Parton distributions and lattice QCD calculations: a community white paper

HW Lin, ER Nocera, F Olness, K Orginos, J Rojo… - Progress in Particle and …, 2018 - Elsevier
In the framework of quantum chromodynamics (QCD), parton distribution functions (PDFs)
quantify how the momentum and spin of a hadron are divided among its quark and gluon …

The PDF4LHC21 combination of global PDF fits for the LHC Run III

RD Ball, J Butterworth, AM Cooper-Sarkar… - Journal of Physics G …, 2022 - iopscience.iop.org
A precise knowledge of the quark and gluon structure of the proton, encoded by the parton
distribution functions (PDFs), is of paramount importance for the interpretation of high …

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 …

Precision measurement and interpretation of inclusive , and production cross sections with the ATLAS detector

M Aaboud, G Aad, B Abbott, J Abdallah… - The European Physical …, 2017 - Springer
High-precision measurements by the ATLAS Collaboration are presented of inclusive W^+
→ ℓ^+ ν W+→ ℓ+ ν, W^-→ ℓ^-̄ ν W-→ ℓ-ν¯ and Z/γ^* → ℓ ℓ Z/γ∗→ ℓ ℓ (ℓ= e, μ ℓ= e, μ) Drell …

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 …

The structure of the proton in the LHC precision era

J Gao, L Harland-Lang, J Rojo - Physics Reports, 2018 - Elsevier
We review recent progress in the determination of the parton distribution functions (PDFs) of
the proton, with emphasis on the applications for precision phenomenology at the Large …

Parton distributions in nucleons and nuclei

JJ Ethier, ER Nocera - Annual Review of Nuclear and Particle …, 2020 - annualreviews.org
We review the current status of parton distribution function (PDF) determinations for
unpolarized and longitudinally polarized protons and for unpolarized nuclei, which are …

A large hadron electron collider at CERN report on the physics and design concepts for machine and detector

JLA Fernandez, C Adolphsen, AN Akay… - Journal of Physics G …, 2012 - iopscience.iop.org
The physics programme and the design are described of a new collider for particle and
nuclear physics, the Large Hadron Electron Collider (LHeC), in which a newly built electron …

Unbiased global determination of parton distributions and their uncertainties at NNLO and at LO

RD Ball, V Bertone, F Cerutti, L Del Debbio, S Forte… - Nuclear Physics B, 2012 - Elsevier
We present a determination of the parton distributions of the nucleon from a global set of
hard scattering data using the NNPDF methodology at LO and NNLO in perturbative QCD …