Weierstrass

exotic · 36 views
exotic

What It Is

Weierstrass function --- continuous everywhere but differentiable nowhere, the first known mathematical 'monster'. Self-similar roughness at all scales

Interpretation

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.

What standard analysis sees
tail heaviness0.39
asymmetry0.26
occupancy0.80
short-range corr0.77
long-range memory0.85
spectral colour0.12
periodicity0.89
complexity0.49
time-irreversibility0.55
volatility clustering0.76
multifractality0.38
dimensionality0.43
nonstationarity0.71
What the atlas adds
multi-frequency phase coupling+4.4z
quadratic phase coupling between distinct frequencies — multiple incommensurate tones interacting (quasiperiodic / multi-tone)
Atlas-extreme metrics the standard bank can’t predict for this source
AutoRegressive:ar_coef_9+8.3zbank-miss 2.2σ
AutoRegressive:ar_coef_8-6.7zbank-miss 1.7σ
AutoRegressive:ar_coef_2-3.9zbank-miss 2.3σ
AutoRegressive:ar_coef_6+3.2zbank-miss 1.3σ
Spirograph:petal_symmetry+3.2zbank-miss 2.2σ
AutoRegressive:ar_coef_1+2.6zbank-miss 4.2σ
AutoRegressive:ar_coef_10-2.5zbank-miss 1.9σ
AutoRegressive:ar_coef_5-2.4zbank-miss 1.7σ

Composition

dtypefloat64
range[-1.935, 1.926]
unique values16384 / 16384
mean ± std0.0243 ± 0.814

Render Gallery

Atlas Position

Nearest neighborDistance
Stochastic Resonance3.76
Langevin Double-Well3.82cross-domain
fBm (Antipersistent)3.96cross-domain

Open in Atlas →

Which Geometries Light Up

AutoRegressiveAutoRegressive:ar_coef_1rank 3/2982.7065
BispectrumBispectrum:bicoherence_concentrationrank 1/2980.9880
BispectrumBispectrum:off_diagonal_ratiorank 2/2980.9721
BispectrumBispectrum:coupling_frequency_centroidrank 295/2980.2865
Catch24Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1rank 3/2980.8440
LaplacianLaplacian:curvature_autocorrelationrank 296/298-0.3218
SymplecticSymplectic:phase_volume_exploredrank 1/2980.8727
in geophysics
alphabetical
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