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Astrophysical Constraints on Inflationary Dark Matter in the Luminogenesis Model

High Energy Physics - Phenomenology · Submitted 5 Aug 2015

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

The authors' main claim The luminogenesis model is additionally subject to constraints on inflation, and we find an upper bound on the scale of symmetry breaking of the inflaton and the decoupling scale $M_1$ of certain representations of the gauge group.

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arXiv ID1508.01228 (version 3)
Pith IDG3KUWHEH, Pith's permanent record of this paper and its review
CitationKevin J. Ludwick, Pham Q. Hung. "Astrophysical Constraints on Inflationary Dark Matter in the Luminogenesis Model." arXiv:1508.01228 (2015). https://pith.science/paper/G3KUWHEH
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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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,169 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.06 · states limitation 0.17 · human participants 0.01 · controlled comparison 0.09 · randomized assignment 0.01 · states quantitative result 0.24 · compares with prior results 0.30 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

The assumption of collisionless cold dark matter on its own cannot reconcile several astrophysical discrepancies (cusp-vs-core problem, missing satellite problem, too-big-to-fail problem). Self-interacting dark matter provides a promising framework for solving all these problems, and self-interaction cross sections are duly constrained in the literature. Following the work of Tulin, Yu, and Zurek [1], we can constrain the dark matter mass and the mass of a light mediator assuming a generic scalar Yukawa-type interaction. In particular, we constrain the strongly coupled inflationary dark matter of the luminogenesis model, a unification model with the gauge group $SU(3)_C \times SU(6) \times U(1)_Y$, which breaks to the Standard Model with an extra gauge group for dark matter when the inflaton rolls into its true vacuum. The luminogenesis model is additionally subject to constraints on inflation, and we find an upper bound on the scale of symmetry breaking of the inflaton and the decoupling scale $M_1$ of certain representations of the gauge group. We emphasize that the luminogenesis model enables a unique connection between astrophysical constraints, the nature of dark matter, and inflation.

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 assumption of collisionless cold dark matter on its own cannot reconcile several astrophysical discrepancies (cusp-vs-core problem, missing satellite problem, too-big-to-fail problem). background 0.95 0.06 0.04 asserted 1.00
s1 Self-interacting dark matter provides a promising framework for solving all these problems, and self-interaction cross sections are duly constrained in the literature. background 1.00 0.04 0.05 hedged possibility 0.56
s2 Following the work of Tulin, Yu, and Zurek [1], we can constrain the dark matter mass and the mass of a light mediator assuming a generic scalar Yukawa-type interaction. method 0.88 0.46 0.06 asserted 0.72
s3 In particular, we constrain the strongly coupled inflationary dark matter of the luminogenesis model, a unification model with the gauge group $SU(3)_C \times SU(6) \times U(1)_Y$, which breaks to the Standard Model with an extra gauge group for dark matter when the inflaton rolls into its true vacuum. contribution 0.93 0.55 0.12 asserted 0.99
s4 The luminogenesis model is additionally subject to constraints on inflation, and we find an upper bound on the scale of symmetry breaking of the inflaton and the decoupling scale $M_1$ of certain representations of the gauge group. result 0.98 0.94 0.28 asserted 1.00
s5 We emphasize that the luminogenesis model enables a unique connection between astrophysical constraints, the nature of dark matter, and inflation. interpretation 0.97 0.31 0.34 asserted 0.99

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from proof or derivation 0.48.

What was examined, and what was not

sources read
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  • references and citing sentences
  • relations to other papers
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  • P abstract
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  • C citations
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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 assumption of collisionless cold dark matter on its own cannot reconcile several astrophysical discrepancies (cusp-vs-core problem, missing satellite problem, too-big-to-fail problem). Self-interacting dark matter provides a promising framework for solving all these problems, and self-interaction cross sections are duly constrained in the literature. Following the work of Tulin, Yu, and Zurek [1], we can constrain the dark matter mass and the mass of a light mediator assuming a generic scalar Yukawa-type interaction. In particular, we constrain the strongly coupled inflationary dark matter of the luminogenesis model, a unification model with the gauge group $SU(3)_C \times SU(6) \times U(1)_Y$, which breaks to the Standard Model with an extra gauge group for dark matter when the inflaton rolls into its true vacuum. The luminogenesis model is additionally subject to constraints on inflation, and we find an upper bound on the scale of symmetry breaking of the inflaton and the decoupling scale $M_1$ of certain representations of the gauge group. We emphasize that the luminogenesis model enables a unique connection between astrophysical constraints, the nature of dark matter, and inflation.

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What this paper does with the arXiv papers it cites

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

What it cites · 20 sentences without a confident label

Uses the method or tool of 1 paper
  • N-body simulations are needed to accurately analyze the velocity-dependent scattering cross section in the non-classical, resonant regime, but we approximate the transfer cross section by averaging over the initial DM velocities $v⃗_1,2$ with exponential weight, as is done in [ref] , and we apply astrophysical constraints to this velocity-averaged transfer cross section, given by ⟨σ_T ⟩= ∫ d^3 v_1 d^3 v_2/(πv_0^2)^3 e^-v_1^2/v_0^2 e^-v_2^2/v_0^2 σ_T(|v⃗_1 -v⃗_2|) = ∫d^3 v/(2πv_0^2)^3/2 e^-1/2 v^2/v_0^2 σ_T(v) , where $v_0$ is the most probable velocity and $v = |v⃗_1 -v⃗_2|$ is the relative velocity.

    Beyond Collisionless Dark Matter: Particle Physics Dynamics for Dark Matter Halo Structure · Introduction · 1.00

Uses data or values from 2 papers
  • Since $SU(6)$ breaks at the DUT scale when the inflaton slips into its true vacuum, we specify the DUT scale and therefore the dynamical mass of $χ$ by constraining the parameters of a symmetry-breaking (Coleman-Weinberg) inflaton potential with Planck's constraints on the scalar spectral index and amplitude [ref] .

    Planck 2013 results. XVI. Cosmological parameters · Introduction · 0.82

  • Since $SU(6)$ breaks at the DUT scale when the inflaton slips into its true vacuum, we specify the DUT scale and therefore the dynamical mass of $χ$ by constraining the parameters of a symmetry-breaking (Coleman-Weinberg) inflaton potential with Planck's constraints on the scalar spectral index and amplitude [ref] .

    Planck 2013 results. XXII. Constraints on inflation · Introduction · 0.82

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Cites as background 1 paper

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