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February 22, 20260 citationsOpen Access

Derivation of the Cosmic Dark Matter Ratio from Shannon Entropy and Born's Rule

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DDDavid Dudaš

Key Points

  • The research aims to derive the cosmic dark matter-to-baryon density ratio using Shannon's entropy and Born's rule.
  • Utilized Shannon's entropy uniqueness theorem and Born's rule.
  • Derived a logarithmic scalar field from baryonic probability amplitudes.
  • Analyzed data from 175 SPARC galaxies using Landauer erasure.
  • Derived dark matter-to-baryon density ratio of approximately 5.437, consistent with Planck data.
  • Interpolation function outperformed MOND baseline at a significant level (5.9σ).
  • Thermodynamic predictions matched cluster lensing mass ratios within 3% of observational data.

Abstract

A conditional derivation of the cosmic dark matter-to-baryon density ratio from Shannon's entropy uniqueness theorem and Born's rule. The normalized baryonic probability amplitude sources a logarithmic scalar field whose entropy critical point yields the ratio 2e ≈ 5.437, consistent with Planck at 1.1σ. Landauer erasure and the Euclidean on-shell action amplitude yield a fully derived, zero-parameter interpolation function that outperforms the standard MOND baseline on 175 SPARC galaxies at 5.9σ. The thermodynamic equilibrium prediction for cluster lensing mass ratios matches observations to 3%, and the background CMB cosmology is indistinguishable from ΛCDM at current precision.

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Cite This Study

David Dudaš (2026) studied this question.

synapsesocial.com/papers/699a9ded482488d673cd4388https://doi.org/10.5281/zenodo.18706586
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