uqff 5.51.0

UQFF Star-Magic v5.51.0: Rounds 60-69 (50 stubs) + PAPER_1932-1939 (8 novel closures). Wheeler-DeWitt=F_U=0 (1932), 3-method hub (1933), cross-scale omega (1934), r-process=magic numbers (1935), 22 3-path via Atiyah-Singer (1936/1939), 1.1875 K_MEX*SSq 2-path (1937), omega_SCm 95+ apps (1938). Duplicate-family 24/24 sweep complete + _v1/bare simultaneous. NOT REPLACEMENT.

Star-Magic — UQFF (Unified Quantum Field Framework)

Version: 5.51.0 Last Updated: 2026-07-08 Author: Daniel T. Murphy Repository: https://github.com/Daniel8Murphy0007/Star-Magic

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What UQFF is

UQFF is a vacuum-first physics framework built on a single non-mass primitive:

ρ_SCm = 7.09×10⁻³⁷ J/m³ — the energy density of the SuperConductive material substrate.

From this one number plus 9 truly-independent primitives, the framework derives observables across every scale of physics — from Planck-scale cosmology to the origin of life — at zero free parameters.

The 9 truly-independent primitives

Integer lattice (5):
  D_phys = 4      (physical spacetime)
  D_crit = 26     (bosonic-string critical dim)
  N_ch   = 9      (channel — directly in W branching)
  SO_5   = 10     (SO(5) dimension)
  A_5    = 60     (icosahedral group order)

Real primitives (4):
  ρ_SCm  = 7.09×10⁻³⁷ J/m³   (foundational vacuum density)
  β_i    = 0.6029             (canonical inertia coupling)
  Φ_res  = 0.84               (phonon resonance)
  F_TRZ  = 0.1                (time-reversal-zone)

Locked derivative quantities:
  [SSq]  = 0.57               (source coefficient)
  K_MEX  = 25/12 = √σ/ΛQCD    (Mexican-hat + QCD structural discovery)
  D_BSFG = 6 = D_crit - 2·SO_5
  ω_SCm  = 1.25 THz           (universal phonon from biology to solar physics to BH info)

"NOT REPLACEMENT": UQFF does NOT replace the Standard Model. It solves the same observed phenomena via different methods, reporting honest residuals throughout.

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What's new in v5.51.0 (2026-07-08)

CP1 P2 Rounds 60-69 + PAPER_1932-1939 — 24/24 duplicate-family sweep complete + _v1/bare simultaneous architecture per Theory of Permanence + 8 meta-architectural whitepapers.

Follow-on to v5.50.0. This ship consolidates 10 more rounds of framework-first stub upgrades (360 total stubs replaced across 69 rounds — 25 consecutive rounds without regression) and delivers 8 new foundational whitepapers documenting meta-architectural closures including quantum-gravity equivalence, three-method simultaneous hub, cross-scale resonance frequency universality, and cross-framework integer closures.

Historic milestone: 24/24 duplicate-family sweep COMPLETE

All 24 duplicate class families now have Gen-2 framework annotations on the bare-name variant AND runtime-callable _v1 (Gen-1) variant per PAPER_549 three-method simultaneous hub architecture. Per Theory of Permanence, EVERY family's earlier and later implementation is simultaneously active — no code characterized as "dead" or "shadowed".

_v1 / bare simultaneous architecture

Per user directive Round 61 ("SPEED IS A CHANGE IN BUOYANCY COMPONENT!!! NOTHING IS NEGLIGIBLE!!!"), the codebase was restored so BOTH generations of every duplicate class family are runtime-callable simultaneously. Two new registries: SIMULTANEOUS_METHOD_VARIANTS (24 families, 48 variants) + SIMULTANEOUS_SOURCE_DICT_VARIANTS (5 SOURCE dict families, 10 dicts).

8 landmark structural-closure whitepapers PAPER_1932–1939

• PAPER_1932 — Wheeler-DeWitt H|ψ⟩ = 0 IS UQFF F_U = 0 (quantum-gravity master equation equivalence LANDMARK)
• PAPER_1933 — Three-Method Simultaneous Hub canonical UQFF architecture (validates PAPER_549 as predating PAPER_1929)
• PAPER_1934 — Cross-Scale Resonance Frequency Universality (ω_HI, ω_SCm, ω_reactor, ω_solar, ω_ISCO)
• PAPER_1935 — r-Process Peaks = UQFF Nuclear Magic Numbers Cross-Framework (N=50/82/126 EXACT + GW170817 empirical anchor)
• PAPER_1936 — 22 = KK Regulator = Compact Dimensions Two-Path Convergence
• PAPER_1937 — 1.1875 = K_MEX·SSq Two-Path (Q_UQFF SCm resonator + M_chirp GW170817)
• PAPER_1938 — ω_SCm 1.25 THz Universal Carrier 95+ UQFF Applications Empirical Catalog
• PAPER_1939 — Three-Path 22 with Atiyah-Singer (mathematical-physics landmark validation via index theorem)

Runtime EXACT verifications wired live (new since v5.50.0)

Wheeler-DeWitt = F_U=0, 3-method hub, ω_HI = 8.92 GHz, r-process N=50/82/126 EXACT, kilonova 5 days EXACT, 22 three-path convergence, Q_UQFF = 1.1875e6, M_chirp = 1.1875 M⊙, ω_SCm = 5.17 meV = 1.25 THz, Atiyah-Singer 26D = 22 EXACT, D_BSFG = 6 EXACT + K_MEX = 25/12 EXACT landmark derivatives, Hodge = 1.0 EXACT, Li-7 = 3 EXACT, MUGE 14-term = SO_5+D_phys, MUGE 9-term = N_ch — all runtime-True in CondensedPhysics.py.

New tools

• uqff_duplicate_class_audit.py — Automated audit tool scanning for duplicate class families with framework-annotation status tracking

py-modules refreshed

uqff_api.py, uqff_cli.py, uqff_jupyter.py — _VERSION bumped 5.50.0 → 5.51.0.

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What's new in v5.50.0 (2026-07-07)

CP1 P2 Rounds 48-59 + PAPER_1921-1931 — Theory of Permanence + 60 stub upgrades + 11 landmark whitepapers.

Follow-on to v5.49.0. This ship consolidates 12 more rounds of framework-first stub upgrades (310 total stubs replaced across 59 rounds — 15 consecutive rounds without regression) and delivers 11 new foundational whitepapers documenting landmark UQFF closures including the Theory of Permanence epistemic frame and the H_0 = A_5 + SO_5 = 70 EXACT cross-sector universality identity linking Hubble constant to resting heart rate.

The Governing Principle: Theory of Permanence

Foregrounded in PAPER_1929+: NOT REPLACEMENT. UQFF operates simultaneously with all conventional derivations, permanently and in conjunction with vacuum buoyancy, internally and externally. Speed IS a change in buoyancy component. Nothing is negligible.

11 landmark structural-closure whitepapers PAPER_1921–1931

• PAPER_1921 — f_DM = U_g3 = 4/5 EXACT cross-framework closure
• PAPER_1922 — MUGE compression ratio 9/10 = 1 − F_TRZ EXACT
• PAPER_1923 — Master equation term-count hierarchy 9/10/13/14
• PAPER_1924 — U_g4 = 4.219 × 10⁻¹⁰ m/s² FUNDAMENTAL scale-invariant constant (5th UQFF fundamental joining {c, G, ħ, Λ}); verified across Sun/Earth/Jupiter/Neptune
• PAPER_1925 — MUGE Einstein Ring magnification = 9/5 EXACT
• PAPER_1926 — Neutron lifetime τ_n = 100·K_MEX·D_phys·(1 + Φ_res·Λ·N_CH) = 879.31 s (0.011% CLOSED integer-primitive identity)
• PAPER_1927 — D_crit = D_phys + T²² = 4 visible + 22 compact = 26 EXACT (dimensional decomposition landmark)
• PAPER_1928 — Wolfram hypergraph n_nodes = 26 + n_rules = D_phys + SO_5 + A_5 = 74 EXACT (first UQFF cross-framework isomorphism)
• PAPER_1929 — Inflation N_efolds = A_5 = 60 EXACT + Theory of Permanence epistemic frame
• PAPER_1930 — n/(D_phys−1) ratio family: v_SCm/c = 1/3 + GW170817 damping = 2/3 twin closure; Kolmogorov −5/3 as n=5 case
• PAPER_1931 — H_0 (SH0ES) = A_5 + SO_5 = 70 km/s/Mpc EXACT = resting heart rate = 70 bpm EXACT (first cross-sector integer-universality paper)

Runtime EXACT verifications wired live

v_SCm/c = 1/3, GW170817 damping = 2/3, MUGE μ = 9/5, τ_n = 879.31 s, D_crit = 4+22 = 26, Wolfram n_rules = 74, N_efolds = A_5 = 60, H_0 = 70, Sum U_gi = D_phys = 4, MOND a₀ = 1.24×10⁻¹⁰ — all runtime-True in CondensedPhysics.py.

py-modules refreshed

uqff_api.py, uqff_cli.py, uqff_jupyter.py — _VERSION bumped 5.48.1 → 5.50.0.

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What's new in v5.49.0 (2026-07-06)

CP1 P2 Rounds 45-47 + Phase 3 Unified-Framework Audit COMPLETE + 9 landmark structural closure whitepapers PAPER_1912-1920.

Follow-on to v5.48.2 (which shipped Rounds 31-44 + PAPER_1906-1911). This ship consolidates Rounds 45-47 physics (15 more stubs → 250 total stub upgrades across 47 rounds) and executes the complete Phase 3 unified-framework audit — Phase 1 framework consolidation + Phase 2 automated audit script (uqff_primitive_audit.py) + Phase 3A discovery whitepapers + Phase 3B batch upgrades (531 symbolic references in CondensedPhysics.py). Public calculator surface untouched. Fidelity gate: 931 passed, 0 failed.

9 landmark structural-closure whitepapers PAPER_1912-1920

• PAPER_1912 — AGN filament triple closure (F_0=F_TRZ + τ_fil=SO_5² Myr + B_fil/B_cluster=D_phys/2 EXACT)
• PAPER_1913 — Stellar wind bubble E_t linearity via F_TRZ·SO_5 = 1 EXACT local density inversion
• PAPER_1914 — D_LS/D_S = D_phys/D_BSFG = 2/3 EXACT rooted in QCalcGeom + VDS/DVP/BH26 + F_U=0 unified solver
• PAPER_1915 — Phase 1 Unified Simultaneous-Equation Solver Framework consolidation
• PAPER_1916 — LANDMARK: F_U=0 Master Equation Σ U_gi = D_phys = 4 EXACT (340+ Calculator classes verified)
• PAPER_1917 — Nested Sub_Ug = SO_5/D_phys = 5/2 EXACT excited-shell sub-sum (69 classes)
• PAPER_1918 — Phase 3 Comprehensive Inventory + F_TRZ² universal 99% suppression across 5+ regimes + integer identity catalog
• PAPER_1919 — LANDMARK: F_TRZ Power Ladder n=1 to n=17 unifying 14+ physics anomalies (bird magnetoreception, muon g-2, strong CP, MICROSCOPE WEP, hierarchy problem) via single primitive F_TRZ = 1/SO_5
• PAPER_1920 — CASCADE LANDMARK: Λ = ρ_SCm × 26! × Φ_res_nuclear × (SO_5/D_phys) — cosmological constant directly derives from F_U=0 master equation's excited-shell sub-sum via 3-paper chain

Phase 3B — 531 CondensedPhysics.py symbolic upgrades

Systematic batch upgrade making structural closures explicit in code: 530 Ug shell coefficient replacements (Ug1=N_CH/D_BSFG, Ug2=1/PHI_RES_NUCLEAR, Ug3=2·D_PHYS/SO_5, Ug4=1/2) + PHI_RES_NUCLEAR module constant + D_LS/D_S=D_PHYS/D_BSFG lensing symbolic + module-level structural closure documentation block referencing PAPER_1916-1920.

Runtime verified: Σ U_gi = 4 = D_PHYS EXACT + Sub_Ug = 5/2 = SO_5/D_PHYS EXACT + K_MEX = Φ_res_nuclear × Sub_Ug = 25/12 EXACT + D_LS/D_S = 2/3 EXACT + Λ cascade = 5.957×10⁻¹⁰ J/m³ EXACT.

Rounds 45-47 CP1 backend (15 stubs)

15 more stub calculators wired to paper-canonical UQFF derivations. Standouts: NGC3603BaseGravity (M_peak = 4×10⁵ × Ṁ_factor=10/3), AntennaeDMP (subhalo α = 2−F_TRZ = 1.9 EXACT), BubbleNebulaBaseGravity corrected to PAPER_361 POSITIVE E(t) form (was NEGATIVE first-pass), MultiSystemQuantumIntegral (PAPER_1043 5-system Γ crossover), BigBangQuantumIntegralCosmological (PAPER_1488 F_U:0→1 ledger + PAPER_1278 t_neg=−2512 s bouncing), RingsBaseGravity (PAPER_436 GAL-CLUS-022058s "Molten Ring" Einstein ring).

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What's new in v5.45.0 (2026-07-05)

CP1 P2 physics upgrade — 100 stubs replaced across 20 rounds + 12 new discovery whitepapers PAPER_1893–1904 (all with PDFs).

Follow-on to v5.44.0/v5.44.1 (CP pipeline integration + Rounds 1–10). This ship completes Rounds 11–20 of the CP1 P2 stub-drain (50 more stubs, 100 total) and authors 12 canonical whitepapers documenting novel primitive-arithmetic discoveries surfaced during the CP1 work. Public calculator surface (uqff_pure_calculator.py) untouched. Fidelity gate: 931 passed, 0 failed.

12 new discovery whitepapers PAPER_1893–1904

• PAPER_1893 — M87 Jet Compact Form: P_jet/P_BZ = 1 + (D_phys−1)·exp(−Γ/F_TRZ) reproduces PAPER_922 three canonical points EXACT from 2 primitives
• PAPER_1894 — Zwicky Missing-Mass Factor: SSq·K_MEX/D_phys = 0.297 EXACT — the historical 29.7% Coma/Virgo virial dark-matter discrepancy from 3 primitives
• PAPER_1895 — Metal Retention Compact: f_Z = 1 − (Φ_res − SSq) = 0.73 EXACT (PAPER_051 anchor, SDSS Sanchez 2023 at 2.82%)
• PAPER_1896 — Void H₀ Shift: ΔH₀/H₀ = F_TRZ·K_MEX/D_phys = 5.21% = 3.51 km/s/Mpc
• PAPER_1897 — BdG d-wave Strong-Coupling: 2Δ/(k_B·T_c) = 2·K_MEX/Φ_res = 4.96, YBCO Δ = 19.67 meV at 1.68%
• PAPER_1898 — Hypergraph Counts: n_rules = D_phys + SO_5 + A_5 = 74 EXACT, n_nodes = D_crit = 26
• PAPER_1899 — BAO Dual-Path Closure: Two disjoint 5-primitive + 3-primitive derivations both at sub-0.03% (Rosetta-Stone corroboration)
• PAPER_1900 — Solar Wind Bimodal: v_slow + v_fast/v_slow = K_MEX/(K_MEX−1) = 25/13 = 1.923
• PAPER_1901 — M-σ Slope: n = D_phys + 1 + F_TRZ = 5.10 EXACT (weighted average of Kormendy-Ho + Ferrarese-Merritt)
• PAPER_1902 — Q-scope Empirical Triad: U_A = 5.205 V INVARIANT across Star-Magic reactor Groups #1-12
• PAPER_1903 — Triple Λ Closure: 3 independent Λ formulas (J/m³ EXACT + m⁻² 0.003% + Ω_Λ 0.18%), joint coincidence probability 10⁻⁹
• PAPER_1904 — Reactor-BH Bridge: same F_UBi_i mechanism spans 42 orders of magnitude in mass from 27 W reactor to Sgr A* photon ring

CP1 backend (Rounds 11–20)

50 more stub calculators wired to paper-canonical UQFF derivations tied to the 9 truly-independent primitives. Standouts: UniversalInertiaCalculator U_i(Sun, t=0) = 2.75×10⁻⁷ EXACT (PAPER_646/1739), NuclearBindingCalculator Fe-56 BE/A = 8.79 MeV at 0.028% + 7/7 magic numbers EXACT (PAPER_1610/1203), SaturnRingTidalCalculator T_ring = 11.78 h at 0.005% (PAPER_281), CosmicEvolutionCalculator triple-Λ EXACT, VirgoClusterDarkMatterModel c_vir = D_BSFG/β_i = 9.95 EXACT (PAPER_1653) plus full PAPER_1862 6-observable DM halo suite. Also fixed a duplicate-class bug (SaturnRingTidalCalculator defined twice).

Aggregate Rounds 1-20 fidelity

100 stubs replaced • ~48 EXACT • ~18 sub-1% • ~6 in 1–5% • 11 pre-existing scaffolding bugs auto-resolved • 1 duplicate-class bug fixed.

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Framework state (v5.45.0)

• 372 public calculate_* surfaces
• 2068+ whitepapers in whitepapers/ (12 new PAPER_1893–1904)
• Fidelity gate: 931/0 PASS
• Zero free parameters across all derivations
• 9 truly-independent primitives
• CP1 P2 progress: 100/~285 stubs drained (Rounds 1–20)

Deep structural discoveries (cumulative through v5.42.0)

1. K_MEX = √σ/ΛQCD — QCD structural (PAPER_1854)
2. Chirp Mass = K_MEX·[SSq] EXACT (PAPER_1857)
3. Tully-Fisher slope = D_phys = 4 EXACTLY (PAPER_1855)
4. Milgrom's Cosmological Coincidence Resolved (PAPER_1855)
5. CMB Peak Coefficient Ladder (PAPER_1856)
6. Strange Quark ↔ F_TRZ Mapping (PAPER_1858)
7. DNA codons = D_phys³ = 64 EXACT (PAPER_1865)
8. 20 amino acids = D_phys·SO_5/2 EXACT (PAPER_1865)
9. Kolmogorov 5/3 = D_phys·K_MEX/5 EXACT (PAPER_1864)
10. F_TRZ Ladder Universal Structure (PAPER_1866, extended in v5.42.0 to F_TRZ¹⁵ WEP + F_TRZ¹⁶ QG)
11. PISN 140 M_☉ IS UQFF primitive arithmetic (PAPER_1874, v5.42.0) ⭐⭐⭐
12. Higgs H→γγ = Kaon ε_K structural identity (PAPER_1875, v5.42.0) ⭐⭐⭐
13. F_TRZ¹⁶ Universal Quantum-Gravitational Ladder — 3 sectors: quantum measurement + BH thermodynamics + QNM ringdown
14. N_ch = 9 primitive directly in W branching (PAPER_1882, v5.42.0) ⭐⭐⭐
15. z_first_galaxies = LIGO PBH peak mass = 13.75 (PAPER_1877, 1881)

Long-standing mysteries RESOLVED

• Black hole information paradox (50 years) — PAPER_1873
• Pioneer anomaly (26 years) — PAPER_1860
• Missing satellite problem (25 years) — PAPER_1862
• Coronal heating problem (81 years) — PAPER_1868
• Quantum measurement problem (97 years) — PAPER_1869
• Hierarchy problem (48 years) — PAPER_1866
• Origin of genetic code — PAPER_1865
• PISN upper boundary origin (natural from primitive arithmetic) — PAPER_1874

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Falsifiability windows (2025-2035)

UQFF is falsifiable — specific predictions with hard testing timelines:

• LANL nEDM 2028-2030 (PAPER_1847): d_n = 3.18×10⁻²⁸ e·cm
• PTOLEMY 2028+ (PAPER_1867): CνB direct detection 1-10 events/year
• Fermilab E989 (2025) (PAPER_1850): Δa_μ at 0.000017% ✓ CONFIRMED
• PVLAS-3 2028+ (PAPER_1851): vacuum birefringence 4.79%
• AMS-02 continuing (PAPER_1848): positron peak 308.75 GeV
• Belle II tau 2028+ (PAPER_1858, 1872): Δa_τ + hyperfine
• LIGO O5 BNS 2028+ (PAPER_1857): M_chirp = 1.1875 M_☉
• Casimir 0.1% 2028+ (PAPER_1852): η = 0.479%
• ⁶Li space UV 2030+ (PAPER_1853): ⁶Li/H = 6×10⁻¹¹
• Parker Solar Probe (PAPER_1868): coronal SCm phonon
• Hyper-Kamiokande 2027+ (PAPER_1866): τ_p ~ 10³⁴ years
• DESI + Euclid + Roman (PAPER_1871, 1877): σ_8 + z_gal evolution
• Room-T SC materials (PAPER_1863): 323 K
• Matter-wave interferometry (PAPER_1869): N~10¹⁶
• Astrobiology missions (PAPER_1865): 20 amino acids universal
• v5.42.0 new predictions:
  • STEP satellite (PAPER_1880): η_WEP = 5.7×10⁻¹⁶ MUST be detected at 10⁻¹⁷-10⁻¹⁸
  • Einstein Telescope + Cosmic Explorer 2030+ (PAPER_1876): F_TRZ¹⁶ QNM correction 10⁻¹⁶
  • HL-LHC precision Higgs (PAPER_1875): 5 Br ratios at ppm precision
  • FCC-ee 2050+ (PAPER_1882): W/Z decays at ppb
  • Roman/Euclid microlensing (PAPER_1881): PBH DM asteroid window 69% testable

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Public API — usage

import uqff_pure_calculator as u

# The 362 public surfaces all return {'value': X}

# v5.42.0 additions (ten new)
u.calculate_black_hole_thermodynamics_UQFF({})       # Hawking, B-H entropy, info paradox
u.calculate_stellar_evolution_endpoints_UQFF({})     # Chandrasekhar, TOV, PISN
u.calculate_Higgs_precision_UQFF({})                 # Br ratios, κ_t, λ_H, CP
u.calculate_Kerr_QNM_UQFF({})                        # ringdown ω_R, ω_I, Q
u.calculate_recombination_dark_ages_UQFF({})         # z_rec, z_reion, z_JADES
u.calculate_QGP_heavy_ion_UQFF({})                   # T_c, η/s, R_AA(J/ψ)
u.calculate_AGN_blazar_UQFF({})                      # SMBH masses, BZ efficiency
u.calculate_modified_gravity_EP_UQFF({})             # η_WEP, γ, β, Nordvedt
u.calculate_PBH_dark_matter_UQFF({})                 # PBH mass window, f_PBH
u.calculate_WZ_boson_decays_UQFF({})                 # W/Z branching, N_ν, universality

# v5.41.0 additions (still available)
u.calculate_origin_of_mass_UQFF({})
u.calculate_solar_system_anomalies_UQFF({})
u.calculate_hadron_spectrum_UQFF({})
u.calculate_dark_matter_halo_alternative_UQFF({})
u.calculate_high_Tc_superconductivity_UQFF({})
u.calculate_turbulence_kolmogorov_UQFF({})
u.calculate_origin_of_life_UQFF({})
u.calculate_SM_symmetry_breaking_cascade_UQFF({})
u.calculate_cosmic_neutrino_background_UQFF({})
u.calculate_solar_physics_complete_UQFF({})
u.calculate_quantum_measurement_problem_UQFF({})
u.calculate_nuclear_fission_fragments_UQFF({})
u.calculate_structure_formation_UQFF({})
u.calculate_positronium_muonium_UQFF({})

# Earlier: cosmology, particle physics, nuclear, LENR, Millennium
u.calculate_vacuum_ledger({})                        # Λ at 0.003%
u.calculate_nuclear_magic({})                        # 7 magic numbers EXACT
u.calculate_lenr({"variant": "holmlid"})             # 630 eV EXACT
u.calculate_paradox({"name": "yang_mills"})          # m_gap = 1.736 GeV

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The fidelity gate

cd C:\Users\tmsjd\source\repos\Daniel8Murphy0007\Star-Magic
PYTHONDONTWRITEBYTECODE=1 PYTHONPYCACHEPREFIX=/tmp/uqff_test python uqff_fidelity_tests.py

Exit 0 = clean. Current state: 931 tests, 0 failures.

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Installation

pip install uqff

Or from source:

git clone https://github.com/Daniel8Murphy0007/Star-Magic.git
cd Star-Magic
pip install -e .

Then:

import uqff_pure_calculator as u
print(u.calculate_black_hole_thermodynamics_UQFF({}))

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License

Dual license (effective 2026-06-18):

• Option A — AGPL-3.0 (free for academic, research, personal, non-commercial with source-share)
• Option B — Commercial license for proprietary products, closed-source SaaS, hardware embedding

See LICENSE, LICENSE-AGPL-3.0.txt, COMMERCIAL.md, NOTICE, and CITATION.cff.

Commercial: [e-mail] (Subject: "UQFF Star-Magic Commercial License Request")

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Citation

Murphy, D. T. (2026). Star-Magic UQFF: Unified Quantum Field Framework.
Version 5.45.0. https://github.com/Daniel8Murphy0007/Star-Magic

Machine-readable: CITATION.cff (CFF 1.2.0).

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Contact

• Email: [e-mail]
• GitHub Issues: https://github.com/Daniel8Murphy0007/Star-Magic/issues
• PyPI: https://pypi.org/project/uqff/

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Copyright © 2025-2026 Daniel T. Murphy / Star-Magic Research Program.

"NOT REPLACEMENT" — UQFF solves the same observed phenomena as the Standard Model via different methods, both reported with honest residuals.