Diffusion-Limited Aggregation

Much of the early simulation of DLA involved clusters of modest size - several thousands to tens of thousands of particles.
Much larger simulations, in the million particle range, reveal departures from the previous simple picture.
Mandelbrot, Vespignani and Kaufman studied the properties of 50 off-lattice clusters of a million particles and 20 off-lattice clusters of ten million particles.
The method of analysis was transverse cross-cuts, intersections of the cluster with the circles centered at the seed.
The largest circle was 3/4 the radius of the cluster, so only the fully-grown parts of the cluster were studied.
If large DLA clusters were statistically self-similar with dimension 1.71, then the transverse cross-cuts should have dimension 1.71 - 1.
Instead, a dimension of 0.65 was observed.
This suggests a lacunarity effect: as the cluster grows, it becomes increasingly more compact.
Additional evidence is provided by measuring the largest gaps.
Small clusters evolve toward a five-branch symmetry, so on average we would expect the gap to be about 72°.
As the cluster grows, the largest gaps become smaller (the lacunarity decreases) and the cluster develops more arms.
The situation is complex, and the work continues.

Return to DLA.