4-Torus Quasiperiodic

chaos · 36 views
chaos

What It Is

1D observable from dense quasiperiodic orbit on T^4 (frequencies sqrt 2,3,5,7). Ground-truth intrinsic dimension d=4 --- past typical GP correlation-dim horizon.

Interpretation

Standard analysis sees: strongly periodic. The atlas additionally detects multi-frequency phase coupling.

What standard analysis sees
tail heaviness0.44
asymmetry0.45
occupancy0.80
short-range corr0.75
long-range memory0.20
spectral colour0.35
periodicity0.92
complexity0.16
time-irreversibility0.61
volatility clustering0.74
multifractality0.66
dimensionality0.48
nonstationarity0.15
What the atlas adds
multi-frequency phase coupling+4.3z
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
Isochronicity:frequency_shear+2.6zbank-miss 1.2σ
AutoRegressive:ar_coef_8+2.2zbank-miss 2.7σ
Symplectic:phase_volume_explored+2.1zbank-miss 1.2σ

Composition

dtypefloat64
range[-2.075, 1.995]
unique values16384 / 16384
mean ± std0.00017 ± 0.845

Render Gallery

Atlas Position

Nearest neighborDistance
3-Torus Quasiperiodic1.19
5-Torus Quasiperiodic1.20
Ruelle-Takens Cascade2.60

Open in Atlas →

Which Geometries Light Up

AutoRegressiveAutoRegressive:ar_coef_1rank 4/2982.5265
BispectrumBispectrum:off_diagonal_ratiorank 3/2980.9639
BispectrumBispectrum:bicoherence_concentrationrank 5/2980.9684
ChladniChladni:modal_nodal_cascaderank 294/298-0.4284
Fractal (Mandelbrot)Fractal (Mandelbrot):escape_time_variancerank 5/298910.3091
IsochronicityIsochronicity:frequency_shearrank 4/2980.8560
Septagonal (Danzer)Septagonal (Danzer):z_conjugaterank 1/2980.7680
Septagonal (Danzer)Septagonal (Danzer):cubic_coherencerank 4/2980.2261
SymplecticSymplectic:phase_volume_exploredrank 5/2980.8116
in chaos
alphabetical
← / → within domain · ⇧← / ⇧→ alphabetical · ⇧← / ⇧→ inside an open render = same view across sources