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TFP Particle Zoo v12.12

New code for TFP particle Zoo



By John Gavel

So a derivation has shown that K could be described directly from dimensional closure. This doesn't change much other then its a different converging explanation. This added more details to the mixing angles so I added them here as well. Current version of my theory is 12.15 but this is taking closed statements form 12.12. I am working on closing all the open derivations to advance to version 13. This however keeps pulling me further and further into my section work as I'm now approaching the framework of sections 9-15. Much refinement is needed to clean these up before version 13. I just found this extremely pleasing and wanted to share the current work. Yet really the work in sections 9-19 are detailed explanations of the work I've already done in sections 1-8. We will see what I decide to do. 


Code;

import numpy as np
import pandas as pd

# ============================================================
# TEMPORAL FLOW PHYSICS — PARTICLE ZOO SIMULATION
# Version: v12.12 (Pure Dimensional Derivation Update)
#
# Single empirical anchor: proton mass = 938.272 MeV
# Zero free parameters beyond pure dimensional substrate rules
#
# Upgrades:
#   - Eliminated hardcoded K=12 in favor of K = pi2 * pi3
#   - Handshake budget (H) and faces (F) derived dimensionally
#   - Reactor Angle (theta_13) scale correction fully integrated
# ============================================================

# ============================================================
# SECTION 1: DIMENSIONAL DERIVATION SUBSTRATE CONSTANTS
# ============================================================

D    = 3.0                           # Spatial dimensions
pi2  = 3.0                           # 2D simplex closure constant (triangle vertices)
pi3  = 4.0                           # 3D simplex closure constant (tetrahedron vertices)

# Structural parameters derived purely from dimensional boundaries
K    = pi2 * pi3                     # Coordination number = 3 * 4 = 12
V    = K                             # Total vertices dictated by boundary closure = 12
H    = (pi2 * pi3) * (pi2 * pi3 - 1.0) # Handshake budget K*(K-1) = 132

# F = 20 derived from the topological restriction capacity of the 3D shell
F    = pi2 * pi3 + pi3 * (pi3 / 2.0) # 12 + 8 = 20 faces
E    = (pi2 * F) / 2.0               # Edge budget via 2D face sharing = 30

Phi  = (1.0 + np.sqrt(5)) / 2.0     # Golden ratio phi_1 = 1.618034
phi3 = Phi / 2.0                     # 3D coupling phi_3 = phi_1/2 = 0.809017
mu2  = np.sqrt(5.0)                  # T1 adjacency eigenvalue

# Laplacian eigenvalues
lambda1 = 5.0 - np.sqrt(5.0)        # T1 gravity
lambda2 = 6.0                        # H electromagnetism
lambda3 = 5.0 + np.sqrt(5.0)        # T2 strong/weak

# Isoperimetric ratio Psi_sph derived via unit simplex constraints
VOL_ICO  = (5.0/12.0) * (3.0 + np.sqrt(5.0))
AREA_ICO = 5.0 * np.sqrt(3.0)
PSI      = (np.pi**(1.0/3.0) * (6.0 * VOL_ICO)**(2.0/3.0)) / AREA_ICO
delta    = 1.0 - PSI                             # non-spatializable fraction

# SIMPLEX structural power ratio = (F/V) * (D/pi3)
# Reduces to: (20/12) * (3/4) = 5/4
SIMPLEX = (F / V) * (D / pi3)

# Shell closure constant pi_eff(12) = 3(sqrt(6) - sqrt(2))
pi_eff_12 = 3.0 * (np.sqrt(6.0) - np.sqrt(2.0))
Delta_pi  = pi_eff_12 - pi2

# Routing phase parameter omega
omega_routing = H * PSI / (K * SIMPLEX)

# Proton-electron mass ratio OMEGA_OBJ
OMEGA_OBJ = (H**2 * K**2) / (F * omega_routing**2)


# Boson scale
BOSON_SCALE = H * PSI * Phi

# ============================================================
# SECTION 2: EMPIRICAL ANCHOR
# ============================================================

M_P = 938.272   # MeV — proton mass, single empirical input (§5.2.2)

# ============================================================
# SECTION 3: ROUTING COSTS (§4.5, §4.7)
# ============================================================

U_COST = 1.0                                # CW helix, direct adjacency
D_COST = 1.0 + 1.0/H               # CCW helix, parity residual +1/H
S_COST = Phi * (1.0 - 1.0/(2.0*H)) # strange quark, phi1 routing level

route_p = 2.0*U_COST + D_COST      # proton route = 3 + 1/H

# Parity correction factor
PARITY = 1.0 - 1.0/(2.0*H)        # = 1 - 1/264

# Shared-edge parity correction for Lambda (§4.7)
EPSILON_LAMBDA = 1.0 / (pi2 * K)   # = 1/36

# ============================================================
# SECTION 4: LEPTON MASSES (§4L)
# ============================================================

# --- Electron ---
# Extended-shell four-orbit restriction formula (§4L.3, §4L.4)
# Denominator = pi3 * [ (pi2 * pi3)^2 + (pi2 * pi3 - 1) ] = 4 * 155 = 620
# Derivation: Core Volume Capacity (144) + Boundary Self-Exclusion Tax (11)
#             scaled by the 3D linear traversal cost (pi3 = 4)
extended_shell_pairs = (pi2 * pi3)**2 + (pi2 * pi3 - 1.0)  # 144 + 11 = 155
lepton_denom         = pi3 * extended_shell_pairs          # 4 * 155 = 620
route_e              = (1.0 + 2.0/H) / lepton_denom        # = 0.0016373

M_E = route_e * M_P / route_p

# --- Generation ladder exponents (§4L.5) ---
# e->mu:   (pi2 * pi3) - 1 = 11 (T2 axial self-exclusion boundary tax)
# mu->tau: pi2 * (pi3 / 2) = 6  (H EM Laplacian uniform scaling)
E_total = ((pi2 * pi3) - 1.0) + pi2 * (pi3 / 2.0)          # = 17.0

# Routing hierarchy corrections (§3.11.3, §4L.6)
delta_emu   = +mu2 / (Phi * E_total)   # site B, DIFFER condition
delta_mutau = -mu2 / E_total           # terminal C, AGREE condition

E_mu_exp   = ((pi2 * pi3) - 1.0) + delta_emu   # 11 + delta
E_step_exp = pi2 * (pi3 / 2.0)    + delta_mutau # 6 + delta

M_MU  = M_E  * Phi**E_mu_exp
M_TAU = M_MU * Phi**E_step_exp

# --- Neutrino mass scale (§4L.7) ---
M_NUE_EV = M_E * (1.0/H)**2 * (1.0/(2.0*H)) * 1.0e6   # eV

# ============================================================
# SECTION 5: BARYON MASSES (§4.7)
# ============================================================

def baryon_mass(n_u, n_d, n_s):
    """
    Baryon mass (MeV) from routing costs and proton anchor.
    M = M_p x route / route_p
    """
    if (n_u, n_d, n_s) == (2, 1, 0):   # Proton (uud)
        route = 2.0*U_COST + D_COST
    elif (n_u, n_d, n_s) == (1, 2, 0): # Neutron (udd)
        route = U_COST + 2.0*D_COST
    elif (n_u, n_d, n_s) == (1, 1, 1): # Lambda (uds)
        s_eff = S_COST * (1.0 - EPSILON_LAMBDA)
        route = U_COST + D_COST + s_eff
    elif (n_u, n_d, n_s) == (1, 0, 2): # Xi0 (uss)
        route = U_COST + 2.0*S_COST
    elif (n_u, n_d, n_s) == (0, 0, 3): # Omega- (sss)
        spin_align = 2.0*np.pi / K      # spin-3/2 alignment cost (§4.6.3)
        route = 3.0*S_COST + spin_align
    else:
        raise ValueError(f"Unsupported quark content (u={n_u}, d={n_d}, s={n_s})")
    return M_P * route / route_p

# ============================================================
# SECTION 6: MESON MASSES (§4.8)
# ============================================================

# Pion: dual suppression by pi2 and mu2 (§4.8.2)
M_PI  = M_P / (pi2 * mu2)

# Kaon: strange quark extension with phi3 = phi1/2 (§4.8.3)
M_K   = M_PI * Phi * (pi2 - phi3)

# Vector mesons: phi3 alignment factor (§4.8.4)
M_RHO = M_P  * phi3
M_KST = M_K  * (1.0 + phi3)

# ============================================================
# SECTION 6a: ISOSPIN PARTNERS — pi0, K0 (§4.8.8)
# ============================================================

mu1 = 5.0   # uniform-mode (A-irrep) adjacency eigenvalue (§3.5.1)

# CCW parity residual (§4Q.2a)
DELTA_CCW = M_P / (H * route_p)

# Symmetric-channel EM cost: one-tick projection onto uniform mode
delta_EM_pi = DELTA_CCW * (mu1 / np.sqrt(K))

# Pion: quantum interference factor I_pi = 1/2
I_PI = 0.5
DELTA_M_PI = delta_EM_pi + (1.0 - I_PI) * DELTA_CCW   # M(pi+) - M(pi0)
M_PI0 = M_PI - DELTA_M_PI

# Kaon: Level-1 inversion, conversion fraction (D-1)/D = 2/3 (§3.13)
delta_EM_K = -(D - 1.0)/D * DELTA_CCW
I_K = 1.0
DELTA_M_K = delta_EM_K - I_K * DELTA_CCW              # M(K+) - M(K0)
M_K0 = M_K - DELTA_M_K

# ============================================================
# SECTION 7: BOSON MASSES (§4.10)
# ============================================================

# --- W boson (§4.10.1) ---
tau_W = Phi**2 / 2.0                            # = 1.309017
M_W   = (BOSON_SCALE / (2.0**tau_W)) * PARITY   # GeV

# --- Z boson (§4.10.1a) ---
tau_Z       = pi2 + (K - 1.0)/H + Delta_pi/Phi**2   # = 3.123756
sin2_thetaW = Phi**(-tau_Z)                          # = 0.22242
M_Z         = M_W / np.sqrt(1.0 - sin2_thetaW)      # GeV

# --- Higgs boson (§4.10.2) ---
D_seq = pi2**(Phi**2 / (2.0*pi2))       # = 1.615052
D_H   = D_seq - 2.0/H                   # = 1.599901
M_H   = BOSON_SCALE / D_H               # GeV

# ============================================================
# SECTION 8: QUANTUM NUMBERS (§4.6)
# ============================================================

def quark_charge(winding):
    if winding == "CW":
        return +2.0/3.0
    elif winding == "CCW":
        return -1.0/3.0
    return 0.0

def particle_charge(name):
    table = {
        "Electron": -1.0, "Muon": -1.0, "Tau": -1.0,
        "nu_e":      0.0,
        "pi+":      +1.0, "K+":  +1.0,
        "rho+":     +1.0, "K*+": +1.0,
        "pi0":       0.0, "K0":   0.0,
        "W+":       +1.0, "Z0":   0.0, "H0": 0.0,
    }
    if name in table:
        return table[name]
    quark_map = {
        "Proton":  (2,1,0), "Neutron": (1,2,0),
        "Lambda":  (1,1,1), "Xi0":     (1,0,2),
        "Omega-":  (0,0,3),
    }
    if name in quark_map:
        n_u, n_d, n_s = quark_map[name]
        return (n_u * quark_charge("CW")
              + (n_d + n_s) * quark_charge("CCW"))
    return 0.0

def particle_spin(name):
    if name in ["H0", "pi+", "K+", "pi0", "K0"]:
        return 0.0
    if name in ["W+", "Z0", "rho+", "K*+"]:
        return 1.0
    return 0.5

# Sanity checks
assert abs(particle_charge("Proton")  - (+1.0)) < 1e-12
assert abs(particle_charge("Neutron") - ( 0.0)) < 1e-12
assert abs(particle_charge("Lambda")  - ( 0.0)) < 1e-12
assert abs(particle_charge("Xi0")     - ( 0.0)) < 1e-12
assert abs(particle_charge("Omega-")  - (-1.0)) < 1e-12

# ============================================================
# SECTION 9: RESULTS TABLE
# ============================================================

particles = [
    ("Electron",  "Lepton",  M_E,                    0.51100,   "MeV", ""),
    ("Muon",      "Lepton",  M_MU,                 105.66000,   "MeV", ""),
    ("Tau",       "Lepton",  M_TAU,               1776.86000,   "MeV", ""),
    ("nu_e",      "Lepton",  M_NUE_EV,              0.11000,   "eV",  ""),
    ("Proton",    "Baryon",  baryon_mass(2,1,0),   938.272,     "MeV", "uud"),
    ("Neutron",   "Baryon",  baryon_mass(1,2,0),   939.565,     "MeV", "udd"),
    ("Lambda",    "Baryon",  baryon_mass(1,1,1),  1115.683,     "MeV", "uds"),
    ("Xi0",       "Baryon",  baryon_mass(1,0,2),  1314.860,     "MeV", "uss"),
    ("Omega-",    "Baryon",  baryon_mass(0,0,3),  1672.450,     "MeV", "sss"),
    ("pi+",       "Meson",   M_PI,                 139.570,     "MeV", "ud̄"),
    ("K+",        "Meson",   M_K,                  493.677,     "MeV", "us̄"),
    ("rho+",      "Meson",   M_RHO,                775.110,     "MeV", "ud̄"),
    ("K*+",       "Meson",   M_KST,                891.670,     "MeV", "us̄"),
    ("pi0",       "Meson",   M_PI0,                134.9768,    "MeV", "uū/dd̄"),
    ("K0",        "Meson",   M_K0,                 497.611,     "MeV", "ds̄"),
    ("W+",        "Boson",   M_W,                   80.377,     "GeV", ""),
    ("Z0",        "Boson",   M_Z,                   91.188,     "GeV", ""),
    ("H0",        "Boson",   M_H,                  125.200,     "GeV", ""),
]

rows = []
for name, sector, pred, meas, unit, content in particles:
    pct_error = (pred - meas) / meas * 100.0
    accuracy  = 100.0 - abs(pct_error)
    charge    = particle_charge(name)
    spin      = particle_spin(name)
    rows.append((
        name, sector, content,
        charge, spin,
        pred, meas, unit,
        pct_error, accuracy
    ))

df = pd.DataFrame(rows, columns=[
    "Particle", "Sector", "Content",
    "Charge", "Spin",
    "TFP Pred", "Measured", "Unit",
    "% Error", "Accuracy %"
])

# ============================================================
# SECTION 10: FORMATTED OUTPUT
# ============================================================

W = 132   # print width

print()
print("=" * W)
print("  TEMPORAL FLOW PHYSICS — PARTICLE ZOO  (v12.11)")
print("  Single empirical anchor: proton mass = 938.272 MeV")
print("  Zero free parameters beyond pure dimensional substrate rules")
print("=" * W)

for sector in ["Lepton", "Baryon", "Meson", "Boson"]:
    sub = df[df["Sector"] == sector].copy()
    print(f"\n{'─'*W}")
    print(f"  {sector.upper()} SECTOR")
    print(f"{'─'*W}")
    print(f"  {'Particle':<12 harge="" ontent="">7} {'Spin':>5} "
          f"{'TFP Pred':>14} {'Measured':>14} {'Unit':<5 error="" f="">10} {'Accuracy %':>11}")
    print(f"  {'─'*10} {'─'*6} {'─'*7} {'─'*5} "
          f"{'─'*14} {'─'*14} {'─'*5} "
          f"{'─'*10} {'─'*11}")
    for _, r in sub.iterrows():
        print(f"  {r['Particle']:<12 f="" harge="" ontent="" r="">7.2f} {r['Spin']:>5.1f} "
              f"{r['TFP Pred']:>14.4f} {r['Measured']:>14.4f} "
              f"{r['Unit']:<5 error="" f="" r="">+10.4f} {r['Accuracy %']:>10.3f}%")

# Summary statistics
print(f"\n{'─'*W}")
print("  SUMMARY STATISTICS")
print(f"{'─'*W}")
mean_acc = df["Accuracy %"].mean()
worst    = df.loc[df["Accuracy %"].idxmin()]
best     = df.loc[df["Accuracy %"].idxmax()]
above99  = (df["Accuracy %"] >= 99.0).sum()
print(f"  Particles predicted:         {len(df)}")
print(f"  Mean accuracy:               {mean_acc:.3f}%")
print(f"  Predictions >= 99.0%:        {above99} / {len(df)}")
print(f"  Best prediction:             {best['Particle']:<12 -="" 1.0="" 11:="" 1="" 2.0="" 33.4="" 45.0="" 8.6="" 80="1.1037°" 88.2996="" allocation="" and="" angle="" apply="" article="" assignment="" base="" best="" by="" capacity="" ccuracy="" converted="" deg="" degrees="" delta_mix="" derivation="" derived="" descriptions="" eactor="" f="" face-quadrant="" flavor="" from="" gamma_deg="" gamma_raw="np.sqrt((F" geometric="" geometry="" global="" icosahedral="" interference="" ixing="" matrix="" mix="" mixing="" n="" np.arcsin="" np.pi="" np.sqrt="" olar="" parameter="" phase="" pi2="" pi3="" pi_d="" pmns_data="[" pred="" prediction:="" print="" quadrant="" ratio="" restriction="" s_mix="(pi3**3)" saturation="" scaled="" section="" sector="" self-exclusion="" space="" tax="" the="" theta_12="" theta_12_pred="" theta_13="" theta_13_pred="" theta_23="" theta_23_pred="" tmospheric="" to="" total="" volumetric="" worst="">14} {'Measured ~':>14} {'Unit':<5 ccuracy="">11}")
print(f"  {'─'*25} {'─'*14} {'─'*14} {'─'*5} {'─'*11}")
for label, pred, meas, unit in pmns_data:
    err = (pred - meas) / meas * 100.0
    acc = 100.0 - abs(err)
    print(f"  {label:<25 pred:="">14.4f} {meas:>14.4f} {unit:<5 acc:="">10.3f}%")

# Derived constants
print(f"\n{'─'*W}")
print("  DERIVED GEOMETRIC CONSTANTS  (all from pure dimensional closure, zero free parameters)")
print(f"{'─'*W}")
constants = [
    ("K  (coordination number)",          f"{K:.0f}"),
    ("H  (handshake budget K(K-1))",       f"{H:.0f}"),
    ("F  (icosahedral faces)",              f"{F:.0f}"),
    ("Psi_sph (isoperimetric closure)",    f"{PSI:.6f}"),
    ("delta (non-spatializable fraction)", f"{delta:.6f}"),
    ("SIMPLEX (F/V x D/pi3)",              f"{SIMPLEX:.6f}"),
    ("phi_1 (golden ratio)",               f"{Phi:.6f}"),
    ("phi_3 = phi_1/2",                    f"{phi3:.6f}"),
    ("mu_2 = sqrt(5) (T1 adj. eigenval)", f"{mu2:.6f}"),
    ("pi_eff(12) = 3(sqrt6 - sqrt2)",      f"{pi_eff_12:.6f}"),
    ("Delta_pi = pi_eff(12) - pi2",        f"{Delta_pi:.6f}"),
    ("BOSON_SCALE = H x Psi x phi1",       f"{BOSON_SCALE:.6f}"),
    ("OMEGA_OBJ (p/e mass ratio)",
     f"{OMEGA_OBJ:.4f}   (measured 1836.153, "
     f"acc {100*(1-abs(OMEGA_OBJ-1836.153)/1836.153):.3f}%)"),
    ("omega_routing = H*Psi/(K*SIMPLEX)",  f"{omega_routing:.6f}"),
    ("route_p = 2u + d",                   f"{route_p:.7f}"),
    ("route_e = (1+2/H)/620",              f"{route_e:.7f}"),
    ("Lepton denominator (pi3 shell mapping)", f"{int(lepton_denom)}"),
    ("E_total (lepton ladder sum)",        f"{E_total:.1f}"),
    ("delta(e->mu)",                       f"{delta_emu:+.6f}"),
    ("delta(mu->tau)",                     f"{delta_mutau:+.6f}"),
    ("E_mu exponent",                      f"{E_mu_exp:.6f}"),
    ("E_step exponent",                    f"{E_step_exp:.6f}"),
    ("tau_W = phi1^2/2",                   f"{tau_W:.6f}"),
    ("tau_Z = pi2+(K-1)/H+Dpi/phi1^2",     f"{tau_Z:.6f}"),
    ("sin^2(theta_W) = phi1^(-tau_Z)",
     f"{sin2_thetaW:.6f}   (measured 0.22306, "
     f"acc {100*(1-abs(sin2_thetaW-0.22306)/0.22306):.3f}%)"),
    ("D_seq (Higgs base)",                 f"{D_seq:.6f}"),
    ("D_H   (Higgs denominator)",          f"{D_H:.6f}"),
]
for label, value in constants:
    print(f"  {label:<42 pre="" print="" value="" w="">

Results;

====================================================================================================================================
  TEMPORAL FLOW PHYSICS — PARTICLE ZOO  (v12.11)
  Single empirical anchor: proton mass = 938.272 MeV
  Zero free parameters beyond pure dimensional substrate rules
====================================================================================================================================

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  LEPTON SECTOR
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Particle     Content  Charge  Spin       TFP Pred       Measured Unit     % Error  Accuracy %
  ────────── ────── ─────── ───── ────────────── ────────────── ───── ────────── ───────────
  Electron              -1.00   0.5         0.5108         0.5110 MeV      -0.0390     99.961%
  Muon                  -1.00   0.5       105.7072       105.6600 MeV      +0.0446     99.955%
  Tau                   -1.00   0.5      1780.4978      1776.8600 MeV      +0.2047     99.795%
  nu_e                   0.00   0.5         0.1110         0.1100 eV       +0.9501     99.050%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  BARYON SECTOR
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Particle     Content  Charge  Spin       TFP Pred       Measured Unit     % Error  Accuracy %
  ────────── ────── ─────── ───── ────────────── ────────────── ───── ────────── ───────────
  Proton       uud       1.00   0.5       938.2720       938.2720 MeV      +0.0000    100.000%
  Neutron      udd       0.00   0.5       940.6354       939.5650 MeV      +0.1139     99.886%
  Lambda       uds       0.00   0.5      1115.1993      1115.6830 MeV      -0.0434     99.957%
  Xi0          uss       0.00   0.5      1317.7001      1314.8600 MeV      +0.2160     99.784%
  Omega-       sss      -1.00   0.5      1671.9427      1672.4500 MeV      -0.0303     99.970%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  MESON SECTOR
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Particle     Content  Charge  Spin       TFP Pred       Measured Unit     % Error  Accuracy %
  ────────── ────── ─────── ───── ────────────── ────────────── ───── ────────── ───────────
  pi+          ud̄       1.00   0.0       139.8693       139.5700 MeV      +0.2145     99.786%
  K+           us̄       1.00   0.0       495.8487       493.6770 MeV      +0.4399     99.560%
  rho+         ud̄       1.00   1.0       759.0780       775.1100 MeV      -2.0684     97.932%
  K*+          us̄       1.00   1.0       896.9987       891.6700 MeV      +0.5976     99.402%
  pi0          uū/dd̄    0.00   0.0       135.2763       134.9768 MeV      +0.2219     99.778%
  K0           ds̄       0.00   0.0       499.7877       497.6110 MeV      +0.4374     99.563%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  BOSON SECTOR
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Particle     Content  Charge  Spin       TFP Pred       Measured Unit     % Error  Accuracy %
  ────────── ────── ─────── ───── ────────────── ────────────── ───── ────────── ───────────
  W+                     1.00   1.0        80.6633        80.3770 GeV      +0.3562     99.644%
  Z0                     0.00   1.0        91.4753        91.1880 GeV      +0.3150     99.685%
  H0                     0.00   0.0       125.3963       125.2000 GeV      +0.1568     99.843%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  SUMMARY STATISTICS
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Particles predicted:         18
  Mean accuracy:               99.642%
  Predictions >= 99.0%:        17 / 18
  Best prediction:             Proton       100.0000%
  Worst prediction:            rho+         97.9316%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  FLAVOR MIXING MATRIX DESCRIPTIONS (PMNS SECTOR)
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  Mixing Angle                    TFP Pred     Measured ~ Unit   Accuracy %
  ───────────────────────── ────────────── ────────────── ───── ───────────
  Atmospheric (theta_23)           45.0000        45.0000 deg      100.000%
  Solar (theta_12)                 33.7334        33.4000 deg       99.002%
  Reactor (theta_13)                8.6052         8.6000 deg       99.939%

────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  DERIVED GEOMETRIC CONSTANTS  (all from pure dimensional closure, zero free parameters)
────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  K  (coordination number)                   12
  H  (handshake budget K(K-1))               132
  F  (icosahedral faces)                     20
  Psi_sph (isoperimetric closure)            0.939326
  delta (non-spatializable fraction)         0.060674
  SIMPLEX (F/V x D/pi3)                      1.250000
  phi_1 (golden ratio)                       1.618034
  phi_3 = phi_1/2                            0.809017
  mu_2 = sqrt(5) (T1 adj. eigenval)          2.236068
  pi_eff(12) = 3(sqrt6 - sqrt2)              3.105829
  Delta_pi = pi_eff(12) - pi2                0.105829
  BOSON_SCALE = H x Psi x phi1               200.621630
  OMEGA_OBJ (p/e mass ratio)                 1836.0422   (measured 1836.153, acc 99.994%)
  omega_routing = H*Psi/(K*SIMPLEX)          8.266066
  route_p = 2u + d                           3.0075758
  route_e = (1+2/H)/620                      0.0016373
  Lepton denominator (pi3 shell mapping)     620
  E_total (lepton ladder sum)                17.0
  delta(e->mu)                               +0.081292
  delta(mu->tau)                             -0.131533
  E_mu exponent                              11.081292
  E_step exponent                            5.868467
  tau_W = phi1^2/2                           1.309017
  tau_Z = pi2+(K-1)/H+Dpi/phi1^2             3.123756
  sin^2(theta_W) = phi1^(-tau_Z)             0.222420   (measured 0.22306, acc 99.713%)
  D_seq (Higgs base)                         1.615052
  D_H   (Higgs denominator)                  1.599901
====================================================================================================================================

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