A Universal Coherence Law

Frequency–Information Scaling Across Biological, Quantum, Gravitational, Condensed-Matter, and Helioseismic Systems

Author:
Ankur Bhasin
Bhasin Research Unit for Hyperphysics (BRUH)

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Overview

This repository provides a public, non reproducible stub of the analysis pipeline used in:

A Universal Coherence Law: Frequency–Information Scaling Across Biological, Quantum, Gravitational, Condensed-Matter, and Helioseismic Systems
Ankur Bhasin, 2025

The work defines and tests a universal coherence scaling law that relates the strength of information coupled coherence to characteristic frequency. The same exponent (\beta) is extracted from five domains:

• Human EEG
• Gravitational wave events (LIGO)
• Quantum black hole echo reconstructions
• Condensed matter phonon spectra
• IBM Q superconducting qubits
• Helioseismic Sun-as-a-star velocity data (BiSON)

The full, reproducible pipeline is archived separately (for Zenodo and journal submission). This repository only exposes the structure and naming of key scripts, together with a restrictive license, to establish priority and provide a stable reference for citation.

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What is included here

• paper/

  • Placeholders for the main manuscript and the Supplementary Information as PDFs. Add your own files:
    • A_Universal_Coherence_Law.pdf
    • A_Universal_Coherence_Law_SI.pdf

• src/phase_tools/

  • Stub scripts that describe the roles of the main analysis tools:
    • vuh_scaling_law_stub.py
      Description of band power versus information correlation extraction in each domain.
    • vuh_universal_scaling_fit_stub.py
      Description of the meta fit for the universal exponent (\beta).
    • build_scaling_crossdomain_stub.py
      Description of merging all domain results into a cross domain table.
    • ibmq_build_integration_windows_stub.py
      Description of IBM Q integration window calculation for Ramsey, Hahn, T1, and CPMG sequences.
    • helio_preprocess_stub.py
      Description of Sun-as-a-star time series detrending and bandpass filtering.
    • helio_build_integration_windows_stub.py
      Description of sliding window spectral integration for helioseismic bands.

• src/data_stub/

  • Short description of the data layout used in the full analysis, without shipping any real data.

• STUB_NOTICE.md

  • Clear explanation that this repository is intentionally incomplete and non reproducible by design until after journal publication.

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What is intentionally not included

To protect intellectual priority and prevent misuse before peer review is complete, the following are not present in this repository:

• Full Python implementations of the analysis tools.
• Download scripts for external data sets.
• Configuration files, exact random seeds, and environment lock files.
• Any raw data or processed data products.

These will be released after peer review and acceptance or at the author's discretion. Until then, this repository exists only to:

• provide a citable reference,
• show that a concrete, structured pipeline exists,
• and register the scientific priority of the result.

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Citation

If you wish to cite this work, please use:

Bhasin, A. (2025). A Universal Coherence Law: Frequency–Information Scaling Across Biological, Quantum, Gravitational, Condensed-Matter, and Helioseismic Systems. Bhasin Research Unit for Hyperphysics (BRUH).

Zenodo DOI: 10.5281/zenodo.17609625

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Contact

For collaboration, reproducibility requests, or early access under confidentiality, please contact:

Ankur Bhasin
Bhasin Research Unit for Hyperphysics (BRUH)
Email: ankur@bhasin.in