状态依赖扩散的随机共振理论。

IF 2.4 3区 物理与天体物理 Q1 Mathematics
Samudro Ghosh, Moupriya Das
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引用次数: 0

摘要

几个有趣而重要的自然过程是非线性和波动相互作用的表现。随机共振就是这样一种机制,它对解释许多物理、化学和生物过程至关重要,在技术上也具有巨大的重要性。描述随机共振的一般设置考虑两种状态。最近,人们发现,在解释某些基本的自然过程时,如地球冰期的冰期-间冰期转变,有必要考虑与系统的两种不同状态相关的内在波动。这对开发优势技术也具有重要意义。然而,到目前为止,在考虑两种状态的不同噪声幅值或波动特性的情况下,还没有从两种状态之间的过渡率及其概率分布函数来描述随机共振的一般理论。本文的研究工作试图对这一基本理论进行拓展。作为第一步,使用了一个相关的近似,其中系统被认为是在绝热极限内。数值模拟结果证实了解析推导的正确性。在此基础上,针对不能得到精确解析解的不带任何近似的确定系统,提出了半解析理论。发现这种半解析理论复制了布朗动力学模拟研究中获得的结果,这些结果是对先前已知的随机共振量词进行的,这些量词是在当前具有状态依赖扩散的系统的背景下估计的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Theory of stochastic resonance with state-dependent diffusion.

Several interesting and important natural processes are the manifestation of the interplay of nonlinearity and fluctuations. Stochastic resonance is one such mechanism and is crucial to explain many physical, chemical, and biological processes, as well as having huge technological importance. The general setup to describe stochastic resonance considers two states. Recently, it has been unveiled that it is necessary to consider the intrinsic fluctuations related to the two different states of the system are different in interpreting certain fundamental natural processes, such as glacial-interglacial transitions in Earth's ice age. This also has significance in developing advantageous technologies. However, until now, there has been no general theory describing stochastic resonance in terms of the transition rate between the two states and their probability distribution function while considering different noise amplitudes or fluctuation characteristics of these two states. The development of this fundamental theory is attempted in the present research work. As a first step, a relevant approximation is used in which the system is considered within the adiabatic limit. The analytical derivations are corroborated by numerical simulation results. Furthermore, a semianalytical theory is proposed for the definite system without any approximations as the exact analytical solution is not achievable. This semianalytical theory is found to replicate the results obtained from the Brownian dynamics simulation study for previously known quantifiers for stochastic resonance which are estimated in the present context for the system with state-dependent diffusion.

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来源期刊
Physical review. E
Physical review. E 物理-物理:流体与等离子体
CiteScore
4.60
自引率
16.70%
发文量
0
审稿时长
3.3 months
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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