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Models for differential cross section in neutron-proton scattering and their implications

High Energy Physics - Phenomenology · Submitted 2 Dec 2025

abstract compiled · 2026-10-21 · no language-model review

The authors' main claim The results show that the proposed models can be used for effective description of the np elastic differential cross section and for accurate estimation of the observables of elastic hadronic scattering.

how it is stated · asserted 0.77 read the record →

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arXiv ID2512.02801 (version 2)
Pith IDYQOWSYB6, Pith's permanent record of this paper and its review
CitationMuhammad Saad Ashraf, Nosheen Akbar. "Models for differential cross section in neutron-proton scattering and their implications." arXiv:2512.02801 (2025). https://pith.science/paper/YQOWSYB6
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-10-21: 1 request, 7,702 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.09 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.60 · compares with prior results 0.18 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

A few analytic exponential models of the elastic differential cross section are proposed to analyse elastic neutron-proton (np) scattering. The models incorporate energy-dependent exponential slopes, power-law prefactors, and localized Gaussian modifications. Sub-leading exponential terms representing charge conjugation and isospin roles increase the applicability and quality of fit of the models to describe the differential cross section data of np, n \bar{p}, pp, and p \bar{p} elastic scattering. The models describe the characteristic features of all the elastic scattering data such as the dip-bump structure, shrinkage of the forward peak, and controlled curvature around the diffractive dip. Parameter values of the models are found by fitting the np experimental data in an energy range of (\sqrt{s}\) = 3.363 to 26.019 GeV and a momentum transfer range of 0.065 to 5.341 GeV^2. Employing the proposed models, total, elastic, and inelastic cross sections, slope parameters, interaction radii, and cross-section ratios for np scattering are calculated. A multi-stage error analysis is performed to evaluate the error in the calculations of the models. Implications of the results obtained by the models for nucleon structure and dynamics are discussed. The results show that the proposed models can be used for effective description of the np elastic differential cross section and for accurate estimation of the observables of elastic hadronic scattering. The findings of this study emphasize the significance of combining theoretical and phenomenological approaches, providing valuable information for investigations of future experimental data on the differential cross section from various colliders.

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 A few analytic exponential models of the elastic differential cross section are proposed to analyse elastic neutron-proton (np) scattering. contribution 0.90 0.91 0.04 asserted 0.99
s1 The models incorporate energy-dependent exponential slopes, power-law prefactors, and localized Gaussian modifications. method 0.85 0.79 0.02 asserted 1.00
s2 Sub-leading exponential terms representing charge conjugation and isospin roles increase the applicability and quality of fit of the models to describe the differential cross section data of np, n \bar{p}, pp, and p \bar{p} elastic scattering. contribution 0.38 0.75 0.11 asserted 1.00
s3 The models describe the characteristic features of all the elastic scattering data such as the dip-bump structure, shrinkage of the forward peak, and controlled curvature around the diffractive dip. result 0.92 0.80 0.10 asserted 1.00
s4 Parameter values of the models are found by fitting the np experimental data in an energy range of (\sqrt{s}\) = 3.363 to 26.019 GeV and a momentum transfer range of 0.065 to 5.341 GeV^2. method 1.00 0.94 0.03 asserted 1.00
s5 Employing the proposed models, total, elastic, and inelastic cross sections, slope parameters, interaction radii, and cross-section ratios for np scattering are calculated. contribution 0.38 0.94 0.06 asserted 1.00
s6 A multi-stage error analysis is performed to evaluate the error in the calculations of the models. method 0.99 0.94 0.02 asserted 0.98
s7 Implications of the results obtained by the models for nucleon structure and dynamics are discussed. interpretation 0.90 0.78 0.05 asserted 0.52
s8 The results show that the proposed models can be used for effective description of the np elastic differential cross section and for accurate estimation of the observables of elastic hadronic scattering. result 0.72 0.94 0.85 asserted 0.77
s9 The findings of this study emphasize the significance of combining theoretical and phenomenological approaches, providing valuable information for investigations of future experimental data on the differential cross section from various colliders. interpretation 0.69 0.46 0.13 asserted 0.95

What kind of paper the classifier reports this is: theoretical result 0.82 · evidence from analysis of existing data 0.99.

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  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • P abstract
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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

A few analytic exponential models of the elastic differential cross section are proposed to analyse elastic neutron-proton (np) scattering. The models incorporate energy-dependent exponential slopes, power-law prefactors, and localized Gaussian modifications. Sub-leading exponential terms representing charge conjugation and isospin roles increase the applicability and quality of fit of the models to describe the differential cross section data of np, n \bar{p}, pp, and p \bar{p} elastic scattering. The models describe the characteristic features of all the elastic scattering data such as the dip-bump structure, shrinkage of the forward peak, and controlled curvature around the diffractive dip. Parameter values of the models are found by fitting the np experimental data in an energy range of (\sqrt{s}\) = 3.363 to 26.019 GeV and a momentum transfer range of 0.065 to 5.341 GeV^2. Employing the proposed models, total, elastic, and inelastic cross sections, slope parameters, interaction radii, and cross-section ratios for np scattering are calculated. A multi-stage error analysis is performed to evaluate the error in the calculations of the models. Implications of the results obtained by the models for nucleon structure and dynamics are discussed. The results show that the proposed models can be used for effective description of the np elastic differential cross section and for accurate estimation of the observables of elastic hadronic scattering. The findings of this study emphasize the significance of combining theoretical and phenomenological approaches, providing valuable information for investigations of future experimental data on the differential cross section from various colliders.

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