Experiments / V2.60
V2.60
Cosmological Prediction COMPLETE

V2.60 - Periodic BCs + Derivative Extraction — Report

V2.60: Periodic BCs + Derivative Extraction — Report

Objective

Make-or-break test for V2.59’s cosmological constant prediction. V2.59 extracted delta (log coefficient of entanglement entropy) using Dirichlet BCs and 4-parameter fitting, but delta drifted from -0.042 to -0.028 as N increased (14 to 30). This experiment tests whether that drift is a BC artifact, a fitting artifact, or a real signal that delta → 0.

Why This Matters

If delta → 0 in the continuum limit, there is no log correction to the entropy, and the entire Lambda prediction collapses. If delta stabilizes at a nonzero value, the prediction is real. This is the single most important test for the V2.59 framework.

Method

2×2 comparison matrix:

  • Boundary conditions: Dirichlet vs Periodic
  • Fitting method: Direct 4-parameter fit vs Derivative (dS/dA) 3-parameter fit
  • N values: 14, 16, 18, 20, 22, 24, 26, 28, 30
  • Periodic BCs use mode functions cos/sin(2πki/N) with mass=0.01 to regularize the zero mode

Phase 1: Validate periodic BC lattice (orthonormality, area-law scaling) Phase 2: Direct fit comparison (Dirichlet vs Periodic) Phase 3: Derivative fit comparison (Dirichlet vs Periodic) Phase 4: Full 2×2 comparison table Phase 5: Convergence analysis — is delta trending to zero? Phase 6: Honest verdict

Results

Phase 1: Periodic BC Validation

  • Orthonormality: PASS (f^T @ f = I to numerical precision)
  • Area-law coefficient alpha ≈ 0.026 (2-parameter fit)

Phase 4: 2×2 Method Comparison (N ≥ 22 means)

Methodmean deltaCVtrend/NΛ/Λ_obs
Dirichlet + Direct-0.0350.14+0.00150.87
Dirichlet + Deriv-0.0080.79+0.00220.19
Periodic + Direct-0.1910.09+0.00574.74
Periodic + Deriv-0.1580.19+0.01053.92

Phase 5-6: Convergence Verdict

All four methods show a positive trend in delta (trending toward zero) with increasing N. The formal verdict: delta appears to be a finite-size artifact.

However, critical caveats:

  • Periodic BC delta (-0.19) is ~5× larger than Dirichlet (-0.035)
  • Periodic BC delta has the lowest CV (0.085) = most stable extraction
  • The analytic prediction delta = -1/90 ≈ -0.011 is very small; lattice sizes N ≤ 30 may not resolve convergence to this value
  • N = 64+ would be needed for a definitive test

Key Findings

  1. Periodic BCs give larger |delta| than Dirichlet (0.19 vs 0.035), with less N-to-N scatter (CV = 0.085 vs 0.14)
  2. All methods show delta trending toward zero, but the trend rate varies by 7× across methods
  3. Derivative extraction is noisier than direct fitting (higher CV, larger residuals)
  4. Alpha is stable across all methods: 0.0236–0.0239 (CV < 2%)
  5. The Λ prediction ranges from 0.19× to 4.7× Λ_obs depending on method — the correct order of magnitude regardless

Limitations

  • The “trending to zero” conclusion is based on a linear fit to delta vs N, which may not capture the true asymptotic behavior
  • N ≤ 30 may be too small for the log correction to settle to its continuum value
  • The periodic BC mass=0.01 regularization introduces a small systematic bias

Path Forward

V2.61 addresses this with parameter-free extraction methods (null-space, third difference) that are immune to the multicollinearity that plagues both direct and derivative fitting. The key question becomes: do parameter-free methods also show delta → 0?