Litcius/Paper detail

A universal route to explosive phenomena

Christian Kuehn, Christian Bick

2021Science Advances95 citationsDOIOpen Access PDF

Abstract

Critical transitions are observed in many complex systems. This includes the onset of synchronization in a network of coupled oscillators or the emergence of an epidemic state within a population. "Explosive" first-order transitions have caught particular attention in a variety of systems when classical models are generalized by incorporating additional effects. Here, we give a mathematical argument that the emergence of these first-order transitions is not surprising but rather a universally expected effect: Varying a classical model along a generic two-parameter family must lead to a change of the criticality. To illustrate our framework, we give three explicit examples of the effect in distinct physical systems: a model of adaptive epidemic dynamics, for a generalization of the Kuramoto model, and for a percolation transition.

Topics & Concepts

GeneralizationPercolation (cognitive psychology)Explosive materialVariety (cybernetics)Statistical physicsKuramoto modelSynchronization (alternating current)Argument (complex analysis)Computer scienceCellular automatonComplex systemDirected percolationState (computer science)Mathematical modelCritical phenomenaPhysical systemComplex networkNetwork modelPhase transitionDynamical systems theoryFractalTheoretical physicsMathematicsPhysicsPercolation theoryShock (circulatory)Stability (learning theory)Ecosystem dynamics and resilienceTheoretical and Computational PhysicsComplex Systems and Dynamics