Forming field

SAME N

Same count. Different claims.

Fig. 03 — lattice print equal-area disk
A single N, evenly seated. spiral order
Read the study Drag to turn

Drag to rotate the sphere. When the sphere is focused, use the arrow keys to rotate it. The 1, 2, and 3 keys select a method; P toggles spacing, O toggles order, and T switches Paper and UV presentations. On compact screens, Inspect opens the figure plate.

Nearest-neighbor coefficient of variation is a local spacing statistic, not a universal ranking. Transitions use a spatially arranged presentation correspondence; they are not mathematical point transport.

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What stays the same

Each method places 1,536 points on the same unit sphere. The displayed count and radius stay fixed while the construction changes.

What changes

Random uses a deterministic seeded random construction; New random chooses another seed. Sobol uses a deterministic low-discrepancy sequence mapped to the sphere. Fibonacci uses a fixed golden-angle construction. These are different ways of placing the same number of points.

Try this

Switch between Random, Sobol, and Fibonacci. Turn on Spacing to inspect local variation, or Order to inspect the sequence. Drag the sphere to turn it. On compact screens, Inspect opens the figure plate.

Reading the measurements

NN CV is the standard deviation divided by the mean of the nearest-neighbor chord distances. A lower value means more uniform nearest-neighbor spacing for this point set. It does not establish the best method for integration, coverage, or every other task.

Boundary of the claim

These are the displayed finite point sets. Sobol’s dyadic prefixes and Fibonacci’s fixed full set support different uses. The animated transition uses a spatially arranged presentation correspondence; it is not mathematical point transport.