Reproducibility first
A serious theory website should make its claims inspectable. This page gives reviewers a direct path from idea to package to expected outputs.
One package, narrow claim, documented output.
The SPARC package tests one narrow claim: a derived radial phase-drift statistic from SPARC rotation curves is correlated with observable baryonic structure.
Interpretation boundary
This package does not prove a complete cosmology, replace dark matter by itself, or reproduce every lensing/cosmological test. It is a reproducible entry point for the SPARC-facing part of the workflow.
How a reviewer can run the included package.
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
bash run_minimal_sparc_phase_test.sh
python run_quick_check.pyWindows users can use the included .bat launchers. The package also includes a recommended one-command reviewer run: python reproduce_sparc_phase.py
Numbers to compare after running.
Main correlation
Predictor: Psi_bar
Target: B_y_outer_minus_inner_lnPhi
N: 162
Spearman rho: 0.5026
p-value: 9.428e-12
Files to inspect
scripts/01_make_clean_sparc.py
scripts/02_run_phase_tuner.py
scripts/03_run_phase_correlations.py
outputs/03_phase_correlations/phase_structure_correlations.csv
figures/phase_structure_Psi_bar_vs_By.png
No-cheat rule
The law layer is locked and is not refit per galaxy.
Open gates
Full Bullet convergence-map fitting, observed arc inversion, and cosmological tests remain future validation targets.
Replication welcome
The purpose is to make criticism and independent reproduction easier, not harder.