Nonlinearity + Networks: A 2020 Vision, Mason A Porter (2019)

 

Source: [1911.03805] Nonlinearity + Networks: A 2020 Vision

Nonlinearity + Networks: A 2020 Vision

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.

Comments: book chapter in forthcoming collection
Subjects: Social and Information Networks (cs.SI); Statistical Mechanics (cond-mat.stat-mech); Dynamical Systems (math.DS); Adaptation and Self-Organizing Systems (nlin.AO); Physics and Society (physics.soc-ph)
Cite as: arXiv:1911.03805 [cs.SI]
(or arXiv:1911.03805v1 [cs.SI] for this version)

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Submission history

From: Mason A. Porter [view email]
[v1] Sat, 9 Nov 2019 23:43:14 UTC (220 KB)

Source: [1911.03805] Nonlinearity + Networks: A 2020 Vision