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相关论文: Dynamic Critical approach to Self-Organized Critic…

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We introduce a dissipative version of the Zhang's model of Self-Organized Criticality, where a parameter allows to tune the local energy dissipation. We analyze the main dynamical features of the model and relate in particular the Lyapunov…

混沌动力学 · 物理学 2015-06-26 B. Cessac , Ph. Blanchard , T. Krueger , J. L. Meunier

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 extreme events are often…

适应与自组织系统 · 物理学 2023-08-08 Guram Mikaberidze , Arthur Plaud , Raissa M. D'Souza

Dense Associative Memory (DAM) models generalize the classical Hopfield model by incorporating n-body or exponential interactions that greatly enhance storage capacity. While the criticality of DAM models has been largely investigated,…

适应与自组织系统 · 物理学 2026-01-19 Marco Cafiso , Paolo Paradisi

The notions of self-organised criticality (SOC) and turbulence are traditionally considered to be applicable to disjoint classes of phenomena. Nevertheless, scale-free burst statistics is a feature shared by turbulent as well as…

等离子体物理 · 物理学 2009-11-13 Kristoffer Rypdal , Boris Kozelov , Svetlana Ratynskaia , Boris Klumov , Christina Knapek

This paper studies a stylized model of local interaction where agents choose from an ever increasing set of vertically ranked actions, e.g. technologies. The driving forces of the model are infrequent upward shifts (``updates''), followed…

统计力学 · 物理学 2007-05-23 A. Arenas , A. Diaz-Guilera , C. J. Perez , F. Vega-Redondo

The dynamical Curie-Weiss model of self-organized criticality (SOC) was introduced in \cite{Gor17} and it is derived from the classical generalized Curie-Weiss by imposing a microscopic Markovian evolution having the distribution of the…

概率论 · 数学 2020-03-31 Francesca Collet , Matthias Gorny , Richard Clemens Kraaij

Using Monte Carlo methods, the short-time dynamic scaling behaviour of two-dimensional critical XY systems is investigated. Our results for the XY model show that there exists universal scaling behaviour already in the short-time regime,…

统计力学 · 物理学 2016-08-31 H. J. Luo , M. Schulz , L. Schuelke , S. Trimper , B. Zheng

Experimental observations of animal collective behavior have shown stunning evidence for the emergence of large-scale cooperative phenomena resembling phase transitions in physical systems. Indeed, quantitative studies have found scale-free…

统计力学 · 物理学 2013-03-27 Gabriel Baglietto , Ezequiel V. Albano , Julián Candia

Based on the scaling relation for the dynamics at the early time, a new method is proposed to measure both the static and dynamic critical exponents. The method is applied to the two dimensional Ising model. The results are in good…

高能物理 - 理论 · 物理学 2009-09-25 Z. B. Li , L. Schuelke , B. Zheng

The process of pattern formation in the two dimensional Swift-Hohenberg equation is examined through numerical and analytic methods. Dynamic scaling relationships are developed for the collective ordering of convective rolls in the limit of…

凝聚态物理 · 物理学 2009-10-22 K. R. Elder , Jorge Viñals , Martin Grant

We derive a general formulation of the self-organized branching process by considering sandpile dynamics in an evolving population characterized by "birth" (excitation) and "death" (de-excitation) of active sites ($z=1$). New active sites…

适应与自组织系统 · 物理学 2007-05-23 D. E. Juanico , C. Monterola , C. Saloma

We introduce and study a dynamic transport model exhibiting Self-Organized Criticality. The novel concepts of our model are the probabilistic propagation of activity and unbiased random repartition of energy among the active site and its…

adap-org · 物理学 2015-06-24 Sergei Maslov , Yi-Cheng Zhang

This paper investigates theoretical and methodological foundations for stochastic optimal control (SOC) in discrete time. We start formulating the control problem in a general dynamic programming framework, introducing the mathematical…

机器学习 · 统计学 2025-09-25 Andrea Della Vecchia , Damir Filipović

We investigate the relevance of {\sl self-organized criticality (SOC)} models in previously published empirical datasets, which includes statistical observations in astrophysics, geophysics, biophysics, sociophysics, and informatics. We…

天体物理仪器与方法 · 物理学 2025-05-05 Markus J. Aschwanden , Felix Scholkmann

A nonlinearly coupled system of bouncing balls is shown to exhibit features like self-organised-criticality (SOC) and punctuated equilibrium (PE) in suitable parameter domains. The temporal evolution of the non-stationary amplitudes is…

混沌动力学 · 物理学 2016-08-17 Kaushal Gianchandani , A. N. Sekar Iyengar , Prasanta K. Panigrahi

We study the out-of-equilibrium behavior of statistical systems along critical relaxational flows arising from instantaneous quenches of the temperature $T$ to the critical point $T_c$, starting from equilibrium conditions at time $t=0$. In…

统计力学 · 物理学 2024-06-11 Haralambos Panagopoulos , Ettore Vicari

We revisit the topic of self-organized criticality (SOC) in simple statistical graph models, with the purpose of capturing essential processes leading to the emergence of macroscopic spacetime from the microscopic dynamics in loop quantum…

广义相对论与量子宇宙学 · 物理学 2021-09-14 Christine C. Dantas

A globally driven self-organized critical model of earthquakes with conservative dynamics has been studied. An open but moving boundary condition has been used so that the origin (epicenter) of every avalanche (earthquake) is at the center…

统计力学 · 物理学 2009-11-11 S. S. Manna , K. Bhattacharya

We study the dynamic critical behavior of a Swendsen-Wang-type algorithm for the Ashkin--Teller model. We find that the Li--Sokal bound on the autocorrelation time ($\tau_{{\rm int},{\cal E}} \ge {\rm const} \times C_H$) holds along the…

高能物理 - 格点 · 物理学 2008-11-26 J. Salas , A. D. Sokal

Recently the scaling result $z=d$ for the dynamic critical exponent at the Bose glass to superfluid quantum phase transition has been questioned both on theoretical and numerical grounds. This motivates a careful evaluation of the critical…

无序系统与神经网络 · 物理学 2015-05-30 Hannes Meier , Mats Wallin