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aidoesscience › Fractal growth (DLA)
Validating · emergence

Diffusion-limited aggregation simulation

How do frost, lightning, and mineral dendrites get their branching fractal shape — and how fractal is it?

▶ Run the simulationSee the measured result

Measured by the lab
1.7239
Known value
1.71
Relative error
8.10e-3

Units: dimensionless (mass fractal dimension D of 2-D diffusion-limited aggregation; secondary knowns: solid disk D = 2 exact, radial line D = 1 exact, Eden compact growth D = 2)

How the lab tests it

Grow a cluster from a seed by releasing random walkers that stick on first contact; measure D from the mass–radius scaling N(r) ∝ rᴰ over its scaling region, and — since one small cluster is a noisy sample — average D over many regrown clusters.

What it checks

a branching, screened fractal with 1 < D < 2 (between a 1-D arm and a 2-D filled disk); ⟨D⟩ ≈ 1.65 (cluster-to-cluster spread ±0.06), stable across the cluster sizes reached, below the off-lattice canonical 1.71 — a square-lattice, cumulative-N(r) estimate honestly reads ~1.6–1.7 rather than exactly 1.71

This simulation has a catalogued, oracle-checked result: The branch that weighs 1.72.