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arxiv: 1911.03805 · v1 · pith:6W4SL2MUnew · submitted 2019-11-09 · 💻 cs.SI · cond-mat.stat-mech· math.DS· nlin.AO· physics.soc-ph

Nonlinearity + Networks: A 2020 Vision

classification 💻 cs.SI cond-mat.stat-mechmath.DSnlin.AOphysics.soc-ph
keywords networksnetworkdynamicsseveralcoupleddynamicalentitiesinclude
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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.

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