Scale-invariant growth processes in expanding space.

Phys Rev E Stat Nonlin Soft Matter Phys

Centre for Complexity Science, University of Warwick, Coventry CV4 7AL, United Kingdom.

Published: February 2013

Many growth processes lead to intriguing stochastic patterns and complex fractal structures which exhibit local scale invariance properties. Such structures can often be described effectively by space-time trajectories of interacting particles, and their large scale behavior depends on the overall growth geometry. We establish an exact relation between statistical properties of structures in uniformly expanding and fixed geometries, which preserves the local scale invariance and is independent of other properties such as the dimensionality. This relation generalizes standard conformal transformations as the natural symmetry of self-affine growth processes. We illustrate our main result numerically for various structures of coalescing Lévy flights and fractional Brownian motions, including also branching and finite particle sizes. One of the main benefits of this approach is a full, explicit description of the asymptotic statistics in expanding domains, which are often nontrivial and random due to amplification of initial fluctuations.

Download full-text PDF

Source
http://dx.doi.org/10.1103/PhysRevE.87.020102DOI Listing

Publication Analysis

Top Keywords

growth processes
12
local scale
8
scale invariance
8
properties structures
8
scale-invariant growth
4
processes expanding
4
expanding space
4
space growth
4
processes lead
4
lead intriguing
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!