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Δῖνος — dinos-DKN

The electron as a quantized Kerr resonator with an antipodal Higgs boundary — and a 25-resonance metallic mass atlas spanning eight orders of magnitude that places particle mass spectra at the boundary of substitution dynamics.

Python ≥ 3.10 License: MIT Tests: 496 passing Steps: 57 verdicts Whitepaper

Dinos (Δῖνος) is the pre-Socratic word for the cosmic vortex.


What this project actually is (honest, three layers)

This repo contains three distinct levels of work, mapped explicitly to verdicts (CONFIRMED / OPEN / FALSIFIED) in HYPOTHESIS.md.

Layer 1 — verified single-electron model (Steps 1–11)

  • DKN/Möbius temporal loop maps to a Schwinger–Keldysh saddle on a finite contour (Step 1).
  • Möbius spectrum identifies with the Dirac azimuthal sector (Step 2).
  • −½ Kerr prefactor derived from time averaging (Step 5b).
  • Charged-lepton mass tower fully closed: b = √2, a = 313.84 MeV, m_τ predicted within 1σ, φ = 2/9 identified via continued-fraction signature (Steps 8–11).
  • Z₃ Möbius cover eigenvalue formula λ = 2 − 2 cos(2π(n ± 1/3)/N) confirmed to machine precision (Step 50, Theorem 2).

Layer 2 — empirical metallic Foot atlas (Steps 15–38)

  • 25 confirmed metallic Foot resonances spanning leptons, hadrons, gauge bosons (8 orders of magnitude in mass).
  • Higgs predicted from (W, Z) alone at 0.10% (within experimental uncertainty), at b = 1/(copper · plastic²) (Step 33).
  • Atlas beats random irrational baseline by 18× at 0.05% tolerance (Step 31).
  • Atlas beats other quadratic irrationals by at 0.05% — selection is to a specific algebraic family, not just "any algebraic number" (Step 54).

Layer 3 — speculative extensions (Steps 39, 50–57)

0/8 Grok claims, 0/10 cz.txt transdisciplinary claims, 0/20 ej.txt algorithms, 0/20 vv.txt algorithms, 1/5 cj.txt theorems (Z₃ eigenvalue) — each systematically tested and graded. The framework's most distinctive feature is its explicit record of what didn't work.

The deep finding (Step 57): atlas as substitution dynamics

The 7 ratios used in the atlas — golden, silver, bronze, copper, nickel, plastic, supergolden — are precisely the asymptotic growth rates of integer linear recurrences with EXACTLY 2 nonzero coefficients:

Recurrence Sequence name Atlas ratio
a_n = a_{n-1} + a_{n-2} Fibonacci golden φ
a_n = 2a_{n-1} + a_{n-2} Pell silver
a_n = 3a_{n-1} + a_{n-2} Bronze Fibonacci bronze
a_n = 4a_{n-1} + a_{n-2} copper
a_n = 5a_{n-1} + a_{n-2} nickel
a_n = a_{n-2} + a_{n-3} Padovan plastic — smallest Pisot in existence
a_n = a_{n-1} + a_{n-3} Narayana's cow supergolden

Excluded by the rule (Pisot but absent from the atlas): tribonacci (3-term), tetranacci (4-term).

This places the framework at the boundary of Pisot β-numeration and substitution dynamics (Bertrand-Mathis 1989; Schmidt 1980; Pytheas Fogg 2002; Solomyak; Akiyama). The remaining "why does Möbius-Z₃ couple to 2-symbol substitutions" question lives in algebraic dynamics, not in the framework itself.


Quickstart

pip install -e ".[dev,notebooks]"
pytest                           # 496 tests, ~10 minutes (most are fast; metallic Foot scans dominate)
pytest tests/test_qft.py -q      # 5 tests, < 5 s
# Single-electron mass recovery
from dinos.temporal_loop import MobiusTemporalLoop, DKNParams
from dinos import closure
loop = MobiusTemporalLoop(N=128, T=4.0, K=128, alpha=0.7, beta=0.15,
                            tau=1.0, damping=0.99, eta=0.0,
                            dkn_params=DKNParams(), seed=1)
report = loop.evolve(max_iter=200, epsilon=1e-2)
mass = closure.enforce_mobius_fixed_point(report["fixed_point_slice"])
print(f"m_e recovered = {mass['m_e_MeV']:.4f} MeV")    # 0.5111

# Higgs from (W, Z)
from dinos.foot_predictions_extended import gauge_boson_higgs_prediction
h = gauge_boson_higgs_prediction()
print(f"m_H predicted = {h.predicted_MeV:.0f} MeV vs {h.empirical_MeV:.0f} MeV "
      f"({h.relative_error_pct:.2f}%)")    # 125222 vs 125100 (0.10%)

# Substitution-dynamics characterisation
from dinos.substitution_dynamics_answer import two_term_recurrence_selection
v = two_term_recurrence_selection()
print(v.rule)

Repository contents

src/dinos/
  Layer 1 (verified):
    qft.py, spectrum.py, polar_strip.py, cp.py, kerr_corrections.py
    temporal_loop.py, closure.py, geodesic.py, casimir.py, coords.py, dm.py
    lepton_tower_derivation.py, lepton_smt.py, mobius_z3_cover.py
    phi_resolution.py, neutrinos_brannen.py, holonomy_phi.py
  Layer 2 (atlas):
    metallic_invariant_sweep.py
    foot_resonance_atlas.py
    foot_mass_predictions.py             — Higgs from (W, Z) lives here
    foot_predictions_extended.py
    foot_canonical_atlas.py              — 19-resonance reference table
    foot_atlas_discrimination.py         — 18× over random baseline
    heavy_baryon_foot.py
    quark_generation_foot.py
    foot_sector_structure.py
    layer2_principles.py                 — open-question deep dive
    metallic_selection_rule.py           — Pisot characterisation
    substitution_dynamics_answer.py      — 2-term recurrence answer
  Layer 3 (speculative scaffolds + validation):
    multi_cover.py, electroweak_strip.py, anomaly_check.py
    ckm_overlaps.py, pmns_overlaps.py, topological_seesaw.py
    hhml_dkn_hybrid.py, lambda_attractor.py, varying_c_pruning.py
    grok_claims_validation.py, cz_claims_validation.py
    ee_ej_validation.py, vv_claims_validation.py
    monodromy_hecke_test.py, theorems_extension.py
    ... (see HYPOTHESIS.md for full list of 60+ modules)

tests/                                   — 496 tests covering every claim
paper/quantum_bridge.tex / .pdf          — main whitepaper (last full rev: Step 33)
HYPOTHESIS.md                            — 57-step verdict log; living document

Falsifiable predictions (the headline ones)

Prediction Source Status
m_τ = 1776.97 MeV from (m_e, m_μ) at b = √2 Step 17 within 1σ of PDG
m_H = 125 222 MeV from (m_W, m_Z) at b = 1/(copper · plastic²) Step 33 matches PDG within experimental uncertainty (0.10%)
Σm_ν = 0.0592 eV (charged-lepton b transferred to neutrino sector) Step 12a testable by DESI / Euclid / CMB-S4
Ξ_bb = 10 139 MeV from (Ξ_cc, Ξ_cb) Step 35 testable at LHCb
Ω_bbb = 14 081 MeV from (Ξ_b, Ξ_bb) Step 35 testable at FCC
m_t ≈ 168 GeV from (m_c, m_b) at b = √2 Step 34 within 2.5% (PDG charm uncertainty dominates)

The honest record

The repo distinguishes itself by not hiding what didn't work. See:

  • HYPOTHESIS.md — 57 steps with verdicts (CONFIRMED / OPEN / FALSIFIED / TAUTOLOGICAL / etc.)
  • dinos.grok_claims_validation — 0/8 confirmed
  • dinos.cz_claims_validation — 0/10 transdisciplinary claims confirmed
  • dinos.vv_claims_validation — 0/20 'rigorous' algorithms confirmed
  • dinos.theorems_extension — 1 confirmed (Z₃ eigenvalue formula), 1 falsified, 3 partial / conditional
  • dinos.ee_ej_validation — Hecke-triangle pathway tested; 1/19 atlas matches → conjecture refuted

Most physics frameworks do not publish their failed conjectures. This one does; treat that as the framework's most reliable feature.

What's next

Concretely:

  1. Enumerate higher-degree 2-letter-image substitutions and predict NEW mass triplets from previously-unidentified Pisot ratios (next concrete extension of the atlas).
  2. Compute β-numerations of atlas mass triplets in their respective Pisot bases — search for hidden cross-family structure.
  3. Test the prediction that Penrose / Ammann-Beenker / Padovan tiling vertex distributions correlate with measured masses in the corresponding atlas family.
  4. Whitepaper revision incorporating Steps 31–57 (currently the published PDF reflects Step 33 only — see HYPOTHESIS.md for the full record).

Citation

@misc{Knopp2026DinosDKN,
  author = {Knopp, Christopher},
  title  = {{Dinos-DKN}: A numerical toolkit for the Dirac--Kerr--Newman framework
            with metallic Foot mass atlas},
  year   = {2026},
  url    = {https://github.com/Zynerji/dinos-DKN},
  note   = {496 passing tests; 57-step verdict log; substitution-dynamics
            characterisation of mass-triplet metallic invariants.},
}

License

MIT. See LICENSE.

Contact

cknopp@gmail.com

About

Δῖνος — numerical and symbolic toolkit for the Dirac-Kerr-Newman (DKN) electron-as-quantized-Kerr-resonator framework (Knopp 2026).

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