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 …
scientific research. These techniques are being applied across the diversity of nuclear …
[HTML][HTML] FCC physics opportunities
A Abada, M Abbrescia, SS AbdusSalam… - The European Physical …, 2019 - Springer
We review the physics opportunities of the Future Circular Collider, covering its e+ e-, pp, ep
and heavy ion programmes. We describe the measurement capabilities of each FCC …
and heavy ion programmes. We describe the measurement capabilities of each FCC …
The path to proton structure at 1% accuracy: NNPDF Collaboration
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 …
and machine learning techniques: NNPDF4. 0. We expand the NNPDF3. 1 determination …
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 …
decay measurements from the LHC in the framework of the Standard Model Effective Field …
[PDF][PDF] The path to proton structure at 1% accuracy
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 …
and machine learning techniques: NNPDF4. 0. We expand the NNPDF3. 1 determination …
[PDF][PDF] Parton distributions from high-precision collider data: NNPDF Collaboration
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 …
global set of PDFs determined using a methodology validated by a closure test. The update …
Evidence for intrinsic charm quarks in the proton
Nature, 2022 - nature.com
The theory of the strong force, quantum chromodynamics, describes the proton in terms of
quarks and gluons. The proton is a state of two up quarks and one down quark bound by …
quarks and gluons. The proton is a state of two up quarks and one down quark bound by …
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 …
(PDFs) and the assessment of PDF and PDF+ ${\alpha} _ {s} $ uncertainties suitable for …
Snowmass 2021 whitepaper: Proton structure at the precision frontier
An overwhelming number of theoretical predictions for hadron colliders require parton
distribution functions (PDFs), which are an important ingredient of theory infrastructure for …
distribution functions (PDFs), which are an important ingredient of theory infrastructure for …
Measurements of the Higgs boson production and decay rates and constraints on its couplings from a combined ATLAS and CMS analysis of the LHC collision data at …
CMS Collaborations - arXiv preprint arXiv:1606.02266, 2016 - arxiv.org
Combined ATLAS and CMS measurements of the Higgs boson production and decay rates,
as well as constraints on its couplings to vector bosons and fermions, are presented. The …
as well as constraints on its couplings to vector bosons and fermions, are presented. The …