Weierstrass function --- continuous everywhere but differentiable nowhere, the first known mathematical 'monster'. Self-similar roughness at all scales
Standard analysis sees: red spectrum (low-frequency / 1-over-f power); strongly periodic. The atlas additionally detects multi-frequency phase coupling. It sits beside fBm (Antipersistent) in the atlas (standard-bank rank 64) — a neighbor conventional features miss.
AutoRegressive:ar_coef_9 | +8.3z | bank-miss 2.2σ |
AutoRegressive:ar_coef_8 | -6.7z | bank-miss 1.7σ |
AutoRegressive:ar_coef_2 | -3.9z | bank-miss 2.3σ |
AutoRegressive:ar_coef_6 | +3.2z | bank-miss 1.3σ |
Spirograph:petal_symmetry | +3.2z | bank-miss 2.2σ |
AutoRegressive:ar_coef_1 | +2.6z | bank-miss 4.2σ |
AutoRegressive:ar_coef_10 | -2.5z | bank-miss 1.9σ |
AutoRegressive:ar_coef_5 | -2.4z | bank-miss 1.7σ |








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

/barcode/Weierstrass.png)
/d_curve/Weierstrass.png)








/phi_spectrum/Weierstrass.png)










/default/Weierstrass.png)
/default/Weierstrass.png)


| Nearest neighbor | Distance | |
|---|---|---|
| Stochastic Resonance | 3.76 | |
| Langevin Double-Well | 3.82 | cross-domain |
| fBm (Antipersistent) | 3.96 | cross-domain |
AutoRegressive › AutoRegressive:ar_coef_1 | rank 3/298 | 2.7065 |
Bispectrum › Bispectrum:bicoherence_concentration | rank 1/298 | 0.9880 |
Bispectrum › Bispectrum:off_diagonal_ratio | rank 2/298 | 0.9721 |
Bispectrum › Bispectrum:coupling_frequency_centroid | rank 295/298 | 0.2865 |
Catch24 › Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1 | rank 3/298 | 0.8440 |
Laplacian › Laplacian:curvature_autocorrelation | rank 296/298 | -0.3218 |
Symplectic › Symplectic:phase_volume_explored | rank 1/298 | 0.8727 |