The Dyadic Light–Matter Bridge: Wavelength, Atomic Bonding, and Boundary Transition in the ENSO Cascade — Validation Suite

This deposit contains the validation suite for the working paper The Dyadic Light–Matter Bridge: Wavelength, Atomic Bonding, and Boundary Transition in the ENSO Cascade.

The suite tests a refined ENSO hypothesis: not that visible colour bands prove cascade geometry, but that electromagnetic wavelength may function as a measurable closure-depth coordinate linking light-scale propagation to atomic-scale bonding.

The validation uses 3,661 visible-range spectral lines from a NIST-derived dataset and 172 experimental diatomic bond lengths from NIST CCCBDB. The decisive distribution-level test compares compressed wavelength distributions with experimental bond-length distributions using Wasserstein-1 and Kolmogorov–Smirnov metrics in log-length space.

The principal finding is that visible/near-visible electromagnetic wavelengths and atomic-scale bonding lengths are connected by a measurable dyadic cascade bridge. The best-fit distributional base is close to √2, while the ENSO cascade parameter αdc remains nearby as a possible closure-corrected boundary parameter.

The result does not establish that αdc uniquely governs the light–matter bridge. It establishes the bridge itself as measurable, with √2 as the dominant metric transition. The αdc correction remains conjectural and requires further testing.

Contents include the Python validation scripts, external datasets, generated figures, and reproducibility notes. The suite is released as part of the ENSO research programme and as a companion deposit to the working paper of the same title.

For further information about the ENSO Framework, please contact Eric Needham:ensotheory1@gmail.com