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Scalar Field Cosmology -- Geometry of Dynamics

General Relativity and Quantum Cosmology · Submitted 19 Aug 2013

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

The authors' main claim This enables us to characterise a structurally stable and therefore a generic class of SFC models.

how it is stated · asserted 0.98 read the record →

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arXiv ID1308.4069 (version 1)
Pith IDDWDLRHW2, Pith's permanent record of this paper and its review
CitationAleksander Stachowski, Marek Szydlowski, Orest Hrycyna. "Scalar Field Cosmology -- Geometry of Dynamics." arXiv:1308.4069 (2013). https://pith.science/paper/DWDLRHW2
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The compiled record

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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 11,812 input tokens, $0.0005 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.13 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.07 · compares with prior results 0.17 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

We study the Scalar Field Cosmology (SFC) using the geometric language of the phase space. We define and study an ensemble of dynamical systems as a Banach space with a Sobolev metric. The metric in the ensemble is used to measure a distance between different models. We point out the advantages of visualisation of dynamics in the phase space. It is investigated the genericity of some class of models in the context of fine tuning of the form of the potential function in the ensemble of SFC. We also study the symmetries of dynamical systems of SFC by searching for their exact solutions. In this context we stressed the importance of scaling solutions. It is demonstrated that scaling solutions in the phase space are represented by unstable separatrices of the saddle points. Only critical point itself located on two dimensional stable submanifold can be identified as scaling solution. We have also found a class of potentials of the scalar fields forced by the symmetry of differential equation describing the evolution of the universe. A class of potentials forced by scaling (homology) symmetries was given. We point out the role of the notion of a structural stability in the context of the problem of indetermination of the potential form of the Scalar Field Cosmology. We characterise also the class of potentials which reproduces the \Lambda CDM model, which is known to be structurally stable. We show that the structural stability issue can be effectively used is selection of the scalar field potential function. This enables us to characterise a structurally stable and therefore a generic class of SFC models. We have found a nonempty and dense subset of structurally stable models. We show that these models possess symmetry of homology.

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 We study the Scalar Field Cosmology (SFC) using the geometric language of the phase space. contribution 0.78 0.93 0.03 asserted 0.97
s1 We define and study an ensemble of dynamical systems as a Banach space with a Sobolev metric. method 0.67 0.93 0.04 asserted 1.00
s2 The metric in the ensemble is used to measure a distance between different models. method 0.91 0.55 0.03 asserted 1.00
s3 We point out the advantages of visualisation of dynamics in the phase space. interpretation 0.36 0.49 0.03 asserted 0.99
s4 It is investigated the genericity of some class of models in the context of fine tuning of the form of the potential function in the ensemble of SFC. contribution 0.98 0.80 0.06 asserted 0.83
s5 We also study the symmetries of dynamical systems of SFC by searching for their exact solutions. contribution 0.87 0.93 0.04 asserted 0.96
s6 In this context we stressed the importance of scaling solutions. interpretation 0.51 0.55 0.05 asserted 0.95
s7 It is demonstrated that scaling solutions in the phase space are represented by unstable separatrices of the saddle points. result 0.99 0.86 0.16 asserted 1.00
s8 Only critical point itself located on two dimensional stable submanifold can be identified as scaling solution. result 0.95 0.83 0.11 asserted 1.00
s9 We have also found a class of potentials of the scalar fields forced by the symmetry of differential equation describing the evolution of the universe. result 0.93 0.95 0.07 asserted 1.00
s10 A class of potentials forced by scaling (homology) symmetries was given. result 0.73 0.86 0.07 asserted 1.00
s11 We point out the role of the notion of a structural stability in the context of the problem of indetermination of the potential form of the Scalar Field Cosmology. contribution 0.45 0.67 0.11 asserted 0.97
s12 We characterise also the class of potentials which reproduces the \Lambda CDM model, which is known to be structurally stable. result 0.51 0.79 0.08 asserted 1.00
s13 We show that the structural stability issue can be effectively used is selection of the scalar field potential function. interpretation 0.47 0.89 0.22 asserted 0.95
s14 This enables us to characterise a structurally stable and therefore a generic class of SFC models. interpretation 0.47 0.87 0.34 asserted 0.98
s15 We have found a nonempty and dense subset of structurally stable models. result 0.99 0.96 0.28 asserted 1.00
s16 We show that these models possess symmetry of homology. result 0.98 0.92 0.17 asserted 1.00

What kind of paper the classifier reports this is: theoretical result 0.97 · evidence from proof or derivation 1.00.

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  • references and citing sentences
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not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

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

We study the Scalar Field Cosmology (SFC) using the geometric language of the phase space. We define and study an ensemble of dynamical systems as a Banach space with a Sobolev metric. The metric in the ensemble is used to measure a distance between different models. We point out the advantages of visualisation of dynamics in the phase space. It is investigated the genericity of some class of models in the context of fine tuning of the form of the potential function in the ensemble of SFC. We also study the symmetries of dynamical systems of SFC by searching for their exact solutions. In this context we stressed the importance of scaling solutions. It is demonstrated that scaling solutions in the phase space are represented by unstable separatrices of the saddle points. Only critical point itself located on two dimensional stable submanifold can be identified as scaling solution. We have also found a class of potentials of the scalar fields forced by the symmetry of differential equation describing the evolution of the universe. A class of potentials forced by scaling (homology) symmetries was given. We point out the role of the notion of a structural stability in the context of the problem of indetermination of the potential form of the Scalar Field Cosmology. We characterise also the class of potentials which reproduces the \Lambda CDM model, which is known to be structurally stable. We show that the structural stability issue can be effectively used is selection of the scalar field potential function. This enables us to characterise a structurally stable and therefore a generic class of SFC models. We have found a nonempty and dense subset of structurally stable models. We show that these models possess symmetry of homology.

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References
How the literature uses it

6 arXiv papers cite this in 8 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 · 6 sentences without a confident label

Cites it as background 2 papers

What it cites · 14 sentences without a confident label

Uses the method or tool of 1 paper
Cites as background 5 papers

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