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Applications of a nonlinear evolution equation I: the parton distributions in the proton

High Energy Physics - Phenomenology · Submitted 8 Jun 2013

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim This approach provides a powerful tool to connect the quark models of the hadron and various non-perturbative effects on them at scale $\mu^2$ with the measured structure functions at high scale $Q^2>> \mu^2$.

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arXiv ID1306.1872 (version 2)
Pith IDMZAJ5CBC, Pith's permanent record of this paper and its review
CitationJianhong Ruan, Pengming Zhang, Rong Wang, Wei Zhu, Xurong Chen. "Applications of a nonlinear evolution equation I: the parton distributions in the proton." arXiv:1306.1872 (2013). https://pith.science/paper/MZAJ5CBC
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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,359 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.17 · human participants 0.01 · controlled comparison 0.08 · randomized assignment 0.01 · states quantitative result 0.14 · compares with prior results 0.71 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

The parton distributions in the proton are evaluated dynamically using a nonlinear QCD evolution equation - the DGLAP equation with twist-4 (the GLR-MQ-ZSR) corrections - starting from a low scale $\mu^2$, where the nucleon consists of valence quarks. We find that the negative nonlinear corrections can improve the perturbative stability of the QCD evolution equation at low $Q^2$. Our resulting parton distributions of the proton with four free parameters are compatible with the existing databases. We show that the sea quark distributions exhibit a positive and flattish behavior at small $x$ and low $Q^2$. This approach provides a powerful tool to connect the quark models of the hadron and various non-perturbative effects on them at scale $\mu^2$ with the measured structure functions at high scale $Q^2>> \mu^2$.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The parton distributions in the proton are evaluated dynamically using a nonlinear QCD evolution equation - the DGLAP equation with twist-4 (the GLR-MQ-ZSR) corrections - starting from a low scale $\mu^2$, where the nucleon consists of valence quarks. method 0.86 0.89 0.08 asserted 1.00
s1 We find that the negative nonlinear corrections can improve the perturbative stability of the QCD evolution equation at low $Q^2$. result 0.94 0.96 0.32 asserted 0.89
s2 Our resulting parton distributions of the proton with four free parameters are compatible with the existing databases. result 0.99 0.93 0.21 asserted 0.89
s3 We show that the sea quark distributions exhibit a positive and flattish behavior at small $x$ and low $Q^2$. result 1.00 0.91 0.14 asserted 1.00
s4 This approach provides a powerful tool to connect the quark models of the hadron and various non-perturbative effects on them at scale $\mu^2$ with the measured structure functions at high scale $Q^2>> \mu^2$. interpretation 0.97 0.70 0.29 asserted 0.99

What kind of paper the classifier reports this is: simulation study 0.44 · evidence from simulation or computation 0.99.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The parton distributions in the proton are evaluated dynamically using a nonlinear QCD evolution equation - the DGLAP equation with twist-4 (the GLR-MQ-ZSR) corrections - starting from a low scale $\mu^2$, where the nucleon consists of valence quarks. We find that the negative nonlinear corrections can improve the perturbative stability of the QCD evolution equation at low $Q^2$. Our resulting parton distributions of the proton with four free parameters are compatible with the existing databases. We show that the sea quark distributions exhibit a positive and flattish behavior at small $x$ and low $Q^2$. This approach provides a powerful tool to connect the quark models of the hadron and various non-perturbative effects on them at scale $\mu^2$ with the measured structure functions at high scale $Q^2>> \mu^2$.

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How the literature uses it

2 arXiv papers cite this in 4 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 1 sentence without a confident label

Uses its method or tool 1 paper
Uses its data or values 1 paper
  • Note that the contribution of $F_2^DGLAP+ZRS(x,Q^2)$ is taken from Ref. [ref] , which is already fixed and determined by the experimental measurements at high $Q^2> 4 GeV^2$.

    Looking for quark saturation in proton and nuclei · Quark saturation shown in the proton structure function at low $Q^2$ · 1.00

What it cites · 14 sentences without a confident label

Uses the method or tool of 1 paper
  • To avoid these disadvantages, the relations among the relevant high twist-amplitudes are derived by using the TOPT approach at the LL($Q^2$) approximation in a same framework as the derivation of the DGLAP equation in [ref] , where the TOPT cutting rules are proposed to connect with various cut diagrams instead of the AGK cutting rules.

    A new approach to parton recombination in a QCD evolution equation · The nonlinear QCD evolution equation · 0.84

Compares with 8 papers
  • Although the predicted structure functions are lower than the ZEUS data [ref] , the plateau-like shapes allow us to establish a smooth connection between the partonic and non-partonic pictures of the nucleon's structure functions in low $Q^2$ and small $x$ range [ref] .

    Measurement of the neutral current cross section and F2 structure function for deep inelastic e+p scattering at HERA · Parton distributions in the proton · 0.95

  • Although the predicted structure functions are lower than the ZEUS data [ref] , the plateau-like shapes allow us to establish a smooth connection between the partonic and non-partonic pictures of the nucleon's structure functions in low $Q^2$ and small $x$ range [ref] .

    Structure Functions · Parton distributions in the proton · 0.95

  • Although the predicted structure functions are lower than the ZEUS data [ref] , the plateau-like shapes allow us to establish a smooth connection between the partonic and non-partonic pictures of the nucleon's structure functions in low $Q^2$ and small $x$ range [ref] .

    Measurement of the Proton Structure Function F_2 at Very Low Q^2 at HERA · Parton distributions in the proton · 0.95

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