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活性桩中的异常自组织

Anomalous Self-Organization in Active Piles.

作者信息

Nattagh-Najafi Morteza, Nabil Mohammad, Mridha Rafsun Hossain, Nabavizadeh Seyed Amin

机构信息

Department of Mechanical Engineering, University of Akron, Akron, OH 44325, USA.

出版信息

Entropy (Basel). 2023 May 27;25(6):861. doi: 10.3390/e25060861.

Abstract

Inspired by recent observations on active self-organized critical (SOC) systems, we designed an active pile (or ant pile) model with two ingredients: beyond-threshold toppling and under-threshold active motions. By including the latter component, we were able to replace the typical power-law distribution for geometric observables with a stretched exponential fat-tailed distribution, where the exponent and decay rate are dependent on the activity's strength (ζ). This observation helped us to uncover a hidden connection between active SOC systems and α-stable Levy systems. We demonstrate that one can partially sweep α-stable Levy distributions by changing ζ. The system undergoes a crossover towards Bak-Tang-Weisenfeld (BTW) sandpiles with a power-law behavior (SOC fixed point) below a crossover point ζ<ζ*≈0.1.

摘要

受近期关于主动自组织临界(SOC)系统的观测启发,我们设计了一种主动沙堆(或蚁堆)模型,它包含两个要素:超过阈值时的倾倒和低于阈值时的主动运动。通过纳入后一个要素,我们能够用拉伸指数胖尾分布取代几何可观测量的典型幂律分布,其中指数和衰减率取决于活动强度(ζ)。这一观测结果帮助我们揭示了主动SOC系统与α稳定列维系统之间的隐藏联系。我们证明,通过改变ζ可以部分消除α稳定列维分布。在交叉点ζ<ζ*≈0.1以下,系统会向具有幂律行为(SOC不动点)的巴克 - 唐 - 魏森费尔德(BTW)沙堆转变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f5a/10297200/92c289b23a9d/entropy-25-00861-g001.jpg

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