Dragon kings in self-organized criticality systems

被引:4
|
作者
Mikaberidze, Guram [1 ]
Plaud, Arthur [2 ]
D'Souza, Raissa M. [3 ,4 ]
机构
[1] Univ Calif Davis, Dept Math, Davis, CA 95616 USA
[2] Ecole Normale Super, Dept Phys, 24 rue Lhomond, F-75231 Paris 05, France
[3] Univ Calif Davis, Davis, CA 95616 USA
[4] Santa Fe Inst, Santa Fe, NM 87501 USA
来源
PHYSICAL REVIEW RESEARCH | 2023年 / 5卷 / 04期
关键词
NEURONAL AVALANCHES; BLACK SWANS; DYNAMICS; MODELS;
D O I
10.1103/PhysRevResearch.5.L042013
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The spontaneous emergence of scale invariance, called self-organized criticality (SOC), is often attributed to a second-order absorbing-state phase transition (ASPT). Many real-world systems display SOC, yet with extreme events overrepresented, called dragon kings (DKs) and causing significant disruption. We show analytically that the trade-off between driving impulse and dissipation rate can create DKs in a second-order ASPT. This establishes that DKs exist in SOC systems, reveals a taxonomy of DKs, and shows that larger dissipation and smoother driving lower risk of extreme events.
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页数:6
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