mlsanityData to 14 Oct 2026

Nonlinearity + Networks: A 2020 Vision

arXiv 1911.03805 ↗First posted 9 Nov 2019cs.SI cond-mat.stat-mech math.DScited by 3

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Abstract (arXiv)

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.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 9 Nov 2019.

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