This work presents a cross-domain analysis of coherence and information dynamics across biological, quantum, condensed-matter, acoustic, solar, and gravitational systems.
\nUsing open datasets from LIGO–Virgo (GWOSC), IBM Quantum, BiSON, Materials Project phonon spectra, EEG repositories, geomagnetic sensors, and acoustic response archives, we identify a universal negative scaling between spectral coherence and an information-like entropy measure.
\nThe manuscript develops a coherence-based field framework and derives a phenomenological gravitational frequency evolution relation for post-merger echo bands. Echo-band frequency drift signatures are extracted from gravitational wave events and compared with the predictions of the coherence relaxation model.
\nAcross all domains, coherence–information scaling exponents cluster around a consistent value (beta approximately negative 0.06), indicating a shared underlying structure in the evolution of coherence-bearing dynamical systems. The work proposes a unified coherence–information representation that captures this behavior and outlines predictions for upcoming gravitational wave observations.
\nThis Zenodo release includes:
\n• The full manuscript (PDF)
• Supplementary Information (SI)
• References and data-source links
• High-level descriptions of analysis pipelines for reproducibility
• Licensing and archival metadata
All datasets referenced in this work are fully open access and cited accordingly. No proprietary code or restricted content is included.
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