Bias-free simulation of diffusion-limited aggregation on a square lattice
Disordered Systems and Neural Networks
2014-07-10 v1
Abstract
We identify sources of systematic error in traditional simulations of the Witten-Sander model of diffusion-limited aggregation (DLA) on a square lattice. We present an algorithm that reduces these biases to below . We grow clusters of particles on lattices. We verify that lattice DLA clusters inevitably grow into anisotropic shapes, dictated by the anisotropy of the aggregation process. We verify that the fractal dimension evolves from the continuum DLA value, , for small disk-shaped clusters, towards Kesten's bound of for highly anisotropic clusters with long protruding arms.
Keywords
Cite
@article{arxiv.1407.2586,
title = {Bias-free simulation of diffusion-limited aggregation on a square lattice},
author = {Yen Lee Loh},
journal= {arXiv preprint arXiv:1407.2586},
year = {2014}
}
Comments
10 pages, 9 figures; C++ and Mathematica code included as supplement