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突变混合序相变的微观起源

Microscopic origin of abrupt mixed-order phase transitions.

作者信息

Korbel Jan, Havlin Shlomo, Thurner Stefan

机构信息

Complexity Science Hub, Vienna, Austria.

Section for the Science of Complex Systems, CeDAS, Medical University of Vienna, Vienna, Austria.

出版信息

Nat Commun. 2025 Mar 17;16(1):2628. doi: 10.1038/s41467-025-57007-1.

Abstract

We suggest a possible origin for abrupt mixed-order transitions in physical systems and demonstrate it on three different Ising models with additional different types of interactions. We identify a plausible microscopic origin of this abrupt transition. It is driven by long-term microscopic cascades of changes in the underlying interaction network due to the additional interaction. These spontaneous cascades of microscopic changes accumulate over macroscopic time, resulting in a long-term metastable cascading plateau that ultimately causes an abrupt transition of the system. We also calculate the critical exponents for the cascading, magnetization, convergence slowing down, and the typical fluctuations of single-trajectory critical temperature and magnetization. The developed approach and our findings can shed light on the microscopic mechanism at the origin behind many abrupt transitions in nature and technology.

摘要

我们提出了物理系统中突然出现的混合阶跃转变的一种可能起源,并在具有不同类型附加相互作用的三种不同伊辛模型上进行了演示。我们确定了这种突然转变的一个合理微观起源。它是由附加相互作用导致的基础相互作用网络中微观变化的长期微观级联驱动的。这些微观变化的自发级联在宏观时间上积累,导致一个长期的亚稳级联平台,最终导致系统的突然转变。我们还计算了级联、磁化、收敛减慢以及单轨迹临界温度和磁化的典型涨落的临界指数。所开发的方法和我们的发现可以揭示自然界和技术中许多突然转变背后的微观机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7525/11914275/d214729ec107/41467_2025_57007_Fig1_HTML.jpg

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