Geometry-driven hyperuniformity via Lloyd iterations

A browser-scale demonstrator for comparing standard and perturbed Lloyd relaxation. The left panel shows points and Voronoi cells; the right panel tracks scalar metrics over iteration.
This keeps the selected perturbation field from adding a net translation.
n-sided cell: n=5 n=6 n=7 other n
Hexatic phase: π
step0
N0
energy-
|ψ_6| mean-
S low-k-
The demo uses D3 Voronoi cells and is intended for interactive intuition. Use the Python executable for publication-grade periodic calculations with freud-analysis.
Total quantizer energy?
Mean-square displacement?
Mean hexatic-order modulus?
linear
S(k) structure factor for low k?
log-log
5/6/7-sided cell fractions?
linear
f5f6f7