The Axis Model: A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena

This repository contains the computational and empirical validation materials associated with the Axis Model framework. The Axis Model proposes a unified geometric structure in which fundamental particles and interactions emerge from scalar-stabilized configurations of quantized vector displacements (“mortons”). The archive includes reproducible Colab notebooks spanning multiple domains: Gravitational wave anomalies (frequency-scan pipelines with preregistered specifications and familywise error control). Cosmological scaling and anomalies (CMB large-angle suppression, dark-energy scaling, Hubble tension). Astrophysical structure (galactic rotation curves, lensing deviations, Einstein Cross, dispersion relations). Particle benchmarks (electron finite-energy radius, muon decay, neutrino mass fits, chirality). Theoretical extensions: Quantitative Precision for Predictions: statistical reproducibility and error-control formalism. Tri-vector Emergence from Scalar Instability: recursive dimensional growth into three-axis geometry. Electron Morton Benchmark update: explicit size parameters consistent with collider bounds and Planck cutoff. All notebooks are annotated and reproduce figures, fits, and statistical metrics from the companion manuscripts. Exploratory scripts from early versions are retained for archival comparison, but superseded by preregistered and corrected pipelines. This dataset supersedes prior releases by extending beyond gravitational-wave analysis into full particle-cosmology unification tests, while standardizing statistical methodology across all domains. For questions, compatibility issues, or support with the Colab notebooks, contact: [e-mail]