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通往爆炸现象的通用途径。

A universal route to explosive phenomena.

作者信息

Kuehn Christian, Bick Christian

机构信息

Faculty of Mathematics, Technical University of Munich, Garching, Germany.

Complexity Science Hub Vienna, Vienna, Austria.

出版信息

Sci Adv. 2021 Apr 16;7(16). doi: 10.1126/sciadv.abe3824. Print 2021 Apr.

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.

摘要

在许多复杂系统中都观察到了临界转变。这包括耦合振子网络中同步的开始或人群中流行状态的出现。当通过纳入额外效应推广经典模型时,“爆发性”一阶转变在各种系统中引起了特别关注。在这里,我们给出一个数学论证,即这些一阶转变的出现并不奇怪,而是一种普遍预期的效应:沿着一个一般的双参数族改变经典模型必然会导致临界性的变化。为了说明我们的框架,我们给出了在不同物理系统中该效应的三个具体例子:自适应流行病动力学模型、Kuramoto模型的一种推广以及渗流转变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59b0/8051866/99813b059127/abe3824-F1.jpg

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