Robinson-triangle 1D inflation: substitution a→aba, b→ab. Substitution matrix [[2,1],[1,1]] has eigenvalue (3+√5)/2 = φ² ≈ 2.618 (golden squared). Canonical 1D cross-section through the rhombic Penrose tiling along the golden direction --- distinct from Fibonacci Word's φ-scale substitution; same golden family but at a different golden-power resonance.
Standard analysis sees: bounded / light-tailed; few distinct values; anti-correlated (alternating); anti-persistent; blue spectrum (high-frequency power); strongly periodic; homoskedastic; monofractal; stationary. The atlas additionally detects quasicrystalline order.
Moiré:moire_phi_response | +7.0z | bank-miss 2.6σ |
Wavelet Cascade:scale_gini_dispersion | +4.2z | bank-miss 2.2σ |
Projective ℙ²:collinearity | -4.2z | bank-miss 1.6σ |
Hyperbolic (Poincaré):temporal_variance | +4.1z | bank-miss 1.4σ |
H3 Icosahedral:nn_enrichment | +4.0z | bank-miss 3.1σ |
Boltzmann:dominant_lag | +3.9z | bank-miss 1.7σ |
D4 Triality:triplet_temporal | -3.2z | bank-miss 2.3σ |
H3 Icosahedral:temporal_coherence | +3.2z | bank-miss 3.5σ |
Binary sequence — two distinct symbols.








_(centered)/signed_log_z/Penrose_Substitution.png)
_(centered)/xy_path/Penrose_Substitution.png)

/barcode/Penrose_Substitution.png)
/d_curve/Penrose_Substitution.png)








/phi_spectrum/Penrose_Substitution.png)










/default/Penrose_Substitution.png)
/default/Penrose_Substitution.png)


| Nearest neighbor | Distance | |
|---|---|---|
| Fibonacci Word | 2.40 | |
| Pell Word | 3.89 | |
| Collatz Parity | 4.47 | cross-domain |
AutoRegressive › AutoRegressive:ar_coef_1 | rank 294/298 | -1.0000 |
Boltzmann › Boltzmann:frustration | rank 1/298 | 1.0000 |
Catch24 › Catch24:CO_HistogramAMI_even_2_5 | rank 298/298 | 0.0000 |
D4 Triality › D4 Triality:triplet_temporal | rank 297/298 | -0.8326 |
H3 Icosahedral › H3 Icosahedral:nn_enrichment | rank 5/298 | 3.9833 |
H3 Icosahedral › H3 Icosahedral:temporal_coherence | rank 5/298 | 0.3077 |
Laplacian › Laplacian:poisson_recovery_error | rank 4/298 | 15.1189 |
Moiré › Moiré:moire_phi_response | rank 2/298 | 0.3403 |
Multi-Scale Wasserstein › Multi-Scale Wasserstein:w_slope | rank 5/298 | 2.4607 |
Navier-Stokes › Navier-Stokes:ess_quality | rank 1/298 | 0.9996 |
Penrose (Quasicrystal) › Penrose (Quasicrystal):phi_tower | rank 1/298 | 0.9785 |
Projective ℙ² › Projective ℙ²:mean_distance | rank 1/298 | 0.4113 |
Projective ℙ² › Projective ℙ²:distance_std | rank 2/298 | 0.2489 |
Projective ℙ² › Projective ℙ²:collinearity | rank 298/298 | 0.9289 |
Septagonal (Danzer) › Septagonal (Danzer):cubic_coherence | rank 295/298 | -0.2246 |
Septagonal (Danzer) › Septagonal (Danzer):z_primary | rank 295/298 | -0.4744 |
Spectral Analysis › Spectral Analysis:spectral_slope | rank 4/298 | 1.6957 |
Time Reversibility › Time Reversibility:ordinal_reversal_distance | rank 294/298 | 0.0002 |
Visibility Graph › Visibility Graph:assortativity | rank 295/298 | -0.3653 |
Wavelet Cascade › Wavelet Cascade:scale_gini_dispersion | rank 3/298 | 0.3021 |
Zariski › Zariski:residual_convexity | rank 5/298 | 14.4188 |
p-Variation › p-Variation:var_p2 | rank 3/298 | 0.7639 |