Nucleation during phase transitions in random networks
Combinatorics
2019-10-14 v2 Mathematical Physics
math.MP
Probability
Abstract
We analyze the 3-parameter family of random networks which are uniform on networks with fixed number of edges, triangles, and nodes (between 33 and 66). We find precursors of phase transitions which are known to be present in the asymptotic node regime as the edge and triangle numbers are varied, and focus on one of the discontinuous ones. By use of a natural edge flip dynamics we determine nucleation barriers as a random network crosses the transition, in analogy to the process a material undergoes when frozen or melted, and characterize some of the stochastic properties of the network nucleation.
Cite
@article{arxiv.1902.07170,
title = {Nucleation during phase transitions in random networks},
author = {Joe Neeman and Charles Radin and Lorenzo Sadun},
journal= {arXiv preprint arXiv:1902.07170},
year = {2019}
}
Comments
23 pages