Nonlinearity + Networks: A 2020 Vision
Abstract
I briefly survey several fascinating topics in networks and nonlinearity. I highlight a few methods and ideas, including several of personal interest, that I anticipate to be especially important during the next several years. These topics include temporal networks (in which the entities and/or their interactions change in time), stochastic and deterministic dynamical processes on networks, adaptive networks (in which a dynamical process on a network is coupled to dynamics of network structure), and network structure and dynamics that include "higher-order" interactions (which involve three or more entities in a network). I draw examples from a variety of scenarios, including contagion dynamics, opinion models, waves, and coupled oscillators.
Cite
@article{arxiv.1911.03805,
title = {Nonlinearity + Networks: A 2020 Vision},
author = {Mason A. Porter},
journal= {arXiv preprint arXiv:1911.03805},
year = {2019}
}
Comments
book chapter in forthcoming collection