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Extreme events in locally coupled bursting neurons 局部耦合突发性神经元中的极端事件
Pub Date : 2024-08-13 DOI: arxiv-2408.06805
Ardhanareeswaran R Sree, Sudharsan S, Senthilvelan M, Dibakar Ghosh
We report a new mechanism through which extreme events with a dragonking-like distribution emerge in a network of locally coupled Hindmarsh-Rosebursting neurons. We establish and substantiate the fact that depending on thechoice of initial conditions, the neurons in the network are divided intoclusters and whenever these clusters are phase synchronized intermittently,extreme events originate in the collective observable. This mechanism, which wename as intermittent cluster synchronization is proposed as the new precursorfor the generation of extreme events in this system. These results are alsotrue for electrical diffusive coupling. The distribution of the local maximashows long tailed non-Gaussian while the interevent interval follows theWeibull distribution. The goodness of fit are corroborated usingprobability-probability plot and quantile-quantile plot. These extreme eventsbecome rarer and rarer with the increase in the number of different initialconditions.
我们报告了一种新的机制,通过这种机制,局部耦合的辛德马什-罗斯勃兴神经元网络中出现了类似龙王分布的极端事件。我们建立并证实了这样一个事实:根据初始条件的选择,网络中的神经元会被分成若干个簇,每当这些簇间歇性地进行相位同步时,极端事件就会在集体观测中产生。这种机制被称为间歇性群同步,是该系统中极端事件产生的新前兆。这些结果同样适用于电扩散耦合。局部最大值的分布呈现长尾非高斯分布,而事件间期则遵循威布尔分布。概率-概率图和量子-量子图证实了拟合的良好性。随着不同初始条件数量的增加,这些极端事件变得越来越罕见。
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引用次数: 0
Shrinking shrimp-shaped domains and multistability in the dissipative asymmetric kicked rotor map 耗散非对称踢转子图中的收缩虾形域和多稳定性
Pub Date : 2024-08-13 DOI: arxiv-2408.07167
Matheus Rolim Sales, Michele Mugnaine, Edson Denis Leonel, Iberê L. Caldas, José Danilo Szezech Jr
An interesting feature in dissipative nonlinear systems is the emergence ofcharacteristic domains in parameter space that exhibit periodic temporalevolution, known as shrimp-shaped domains. We investigate the parameter spaceof the dissipative asymmetric kicked rotor map and show that, in the regime ofstrong dissipation, the shrimp-shaped domains repeat themselves as thenonlinearity parameter increases while maintaining the same period. We analyzethe dependence of the length of each periodic domain with the nonlinearityparameter, revealing that it follows a power law with the same exponentregardless of the dissipation parameter. Additionally, we find that thedistance between adjacent shrimp-shaped domains is scaling invariant withrespect to the dissipation parameter. Furthermore, we show that for weakerdissipation, a multistable scenario emerges within the periodic domains. Wefind that as the dissipation gets weaker, the ratio of multistable parametersfor each periodic domain increases, and the area of the periodic basindecreases as the nonlinearity parameter increases.
耗散非线性系统中的一个有趣特征是参数空间中出现的特征域,它们表现出周期性的时间演变,即虾形域。我们对耗散非对称踢脚转子图的参数空间进行了研究,结果表明,在强耗散系统中,随着非线性参数的增加,虾形域会重复出现,同时保持相同的周期。我们分析了每个周期性畴的长度与非线性参数的关系,发现无论耗散参数如何,它都遵循具有相同指数的幂律。此外,我们还发现相邻虾形域之间的距离与耗散参数无关。此外,我们还发现,在耗散较弱的情况下,周期性畴内会出现多稳情况。我们发现,随着耗散的减弱,每个周期畴的多稳态参数比会增大,周期基底的面积会随着非线性参数的增大而减小。
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引用次数: 0
Time-Resolved Data-Driven Surrogates of Hall-effect Thrusters 霍尔效应推进器的时间分辨数据驱动替代物
Pub Date : 2024-08-12 DOI: arxiv-2408.06499
Adrian S Wong, Christine M Greve, Daniel Q Eckhardt
The treatment of Hall-effect thrusters as nonlinear, dynamical systems hasemerged as a new perspective to understand and analyze data acquired from thethrusters. The acquisition of high-speed data that can resolve thecharacteristic high-frequency oscillations of these thruster enables additionallevels of classification in these thrusters. Notably, these signals may serveas unique indicators for the full state of the system that can aid digitalrepresentations of thrusters and predictions of thruster dynamics. In thiswork, a Reservoir Computing framework is explored to build surrogate modelsfrom experimental time-series measurements of a Hall-effect thruster. Such aframework has shown immense promise for predicting the behavior oflow-dimensional yet chaotic dynamical systems. In particular, the surrogatescreated by the Reservoir Computing framework are capable of both predicting theobserved behavior of the thruster and estimating the values of certainmeasurements from others, known as inference.
将霍尔效应推进器视为非线性动力学系统,是理解和分析从推进器获取的数据的一个新视角。高速数据的获取可以解析这些推进器的高频振荡特征,从而对这些推进器进行更多层次的分类。值得注意的是,这些信号可以作为系统全部状态的独特指标,有助于推进器的数字描述和推进器动力学预测。在这项工作中,我们探索了一种存储计算框架,以根据霍尔效应推进器的实验时间序列测量结果建立代理模型。这种框架在预测流维混沌动力学系统的行为方面显示出巨大的前景。特别是,水库计算框架创建的代用模型既能预测推进器的观测行为,又能根据其他测量值估计某些测量值,即所谓的推理。
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引用次数: 0
Dissipative fractional standard maps: Riemann-Liouville and Caputo 耗散分数标准映射:黎曼-刘维尔与卡普托
Pub Date : 2024-08-09 DOI: arxiv-2408.04861
J. A. Mendez-Bermudez, R. Aguilar-Sanchez
In this study, given the inherent nature of dissipation in realisticdynamical systems, we explore the effects of dissipation within the context offractional dynamics. Specifically, we consider the dissipative versions of twowell known fractional maps: the Riemann-Liouville (RL) and the Caputo (C)fractional standard maps (fSMs). Both fSMs are two-dimensional nonlinear mapswith memory given in action-angle variables $(I_n,theta_n)$; $n$ being thediscrete iteration time of the maps. In the dissipative versions these fSMs areparameterized by the strength of nonlinearity $K$, the fractional order of thederivative $alphain(1,2]$, and the dissipation strength $gammain(0,1]$. Inthis work we focus on the average action $left< I_n right>$ and the averagesquared action $left< I_n^2 right>$ when~$Kgg1$, i.e. along strongly chaoticorbits. We first demonstrate, for $|I_0|>K$, that dissipation produces theexponential decay of the average action $left< I_n right> approxI_0exp(-gamma n)$ in both dissipative fSMs. Then, we show that while $left<I_n^2 right>_{RL-fSM}$ barely depends on $alpha$ (effects are visible onlywhen $alphato 1$), any $alpha< 2$ strongly influences the behavior of$left< I_n^2 right>_{C-fSM}$. We also derive an analytical expression able todescribe $left< I_n^2 right>_{RL-fSM}(K,alpha,gamma)$.
在本研究中,鉴于耗散在现实动力学系统中的固有性质,我们探讨了耗散在分数动力学背景下的影响。具体来说,我们考虑了两个众所周知的分数映射的耗散版本:黎曼-刘维尔(RL)和卡普托(C)分数标准映射(fSMs)。这两个分数标准映射都是二维非线性映射,其记忆以作用角变量$(I_n,theta_n)$给出;$n$是映射的离散迭代时间。在耗散版本中,这些 fSM 的参数包括非线性强度 $K$、分阶分量系数 $alpha/in(1,2]$,以及耗散强度 $gamma/in(0,1]$。在这项工作中,我们重点研究当~$Kgg1$,即沿着强混沌轨道时的平均作用$left< I_n right>$和平均平方作用$left< I_n^2 right>$。我们首先证明,对于$|I_0|>K$,耗散会在这两个耗散fSM中产生平均作用$left< I_n right> approxI_0exp(-gamma n)$的指数衰减。然后,我们证明,虽然 $left_{RL-fSM}$几乎不依赖于 $alpha$(只有当 $alphato 1$ 时效果才明显),但任何 $alpha< 2$ 都会强烈影响 $left< I_n^2 right>_{C-fSM}$的行为。我们还推导出一个分析表达式,能够描述 $left< I_n^2 right>_{RL-fSM}(K,alpha,gamma)$ 。
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引用次数: 0
Beyond Nearest-neighbour Universality of Spectral Fluctuations in Quantum Chaotic and Complex Many-body Systems 超越量子混沌和复杂多体系统频谱波动的近邻普遍性
Pub Date : 2024-08-08 DOI: arxiv-2408.04345
Debojyoti Kundu, Santosh Kumar, Subhra Sen Gupta
Discerning chaos in quantum systems is an important problem as the usualroute of Lyapunov exponents in classical systems is not straightforward inquantum systems. A standard route is the comparison of statistics derived frommodel physical systems to those from random matrix theory (RMT) ensembles, ofwhich the most popular is the nearest-neighbour-spacings distribution (NNSD),which almost always shows good agreement with chaotic quantum systems. However,even in these cases, the long-range statistics (like number variance, spectralrigidity etc.), which are also more difficult to calculate, often showdisagreements with RMT. As such, a more stringent test for chaos in quantumsystems, via an analysis of intermediate-range statistics is needed, which willadditionally assess the extent of agreement with RMT universality. In thispaper, we deduce the effective level-repulsion parameters and the correspondingWigner-surmise-like results of the next-nearest-neighbor spacing distribution(nNNSD) for integrable systems (semi-Poissonian statistics) as well as thethree classical quantum-chaotic Wigner-Dyson regimes, by stringent comparisonsto numerical RMT models and benchmarking against our exact analytical resultsfor $3times 3$ Gaussian matrix models, along with a semi-analytical form forthe nNNSD in the Orthogonal-to-Unitary symmetry crossover. To illustrate therobustness of these RMT based results, we test these predictions against thenNNSD obtained from quantum chaotic models as well as disordered lattice spinmodels. This reinforces the Bohigas-Giannoni-Schmit and the Berry-Taborconjectures, extending the associated universality to longer range statistics.In passing, we also highlight the equivalence of nNNSD in the apparentlydistinct Orthogonal-to-Unitary and diluted-Symplectic-to-Unitary crossovers.
辨别量子系统中的混沌是一个重要问题,因为经典系统中的李亚普诺夫指数的通常路径在量子系统中并不直接。一个标准的途径是将从模型物理系统中得出的统计量与随机矩阵理论(RMT)集合中的统计量进行比较,其中最流行的是最近邻空间分布(NNSD),它几乎总是与混沌量子系统显示出良好的一致性。然而,即使在这些情况下,计算难度更大的长程统计量(如数方差、谱刚性等)也常常显示出与 RMT 的不一致。因此,需要通过分析中程统计量对量子系统中的混沌进行更严格的检验,这将额外评估与 RMT 普遍性的一致程度。在本文中,我们推导了可积分系统(半泊松统计)以及三种经典量子混沌维格纳-戴森(Wigner-Dyson)制度的有效水平斥力参数和相应的近邻间距分布(nNNNSD)的维格纳-混沌类结果、通过与数值 RMT 模型的严格比较,以及与我们对 3/3times 3$ 高斯矩阵模型的精确分析结果和正交到单元对称交叉中 nNNSD 的半分析形式的比较,我们得出了 nNNSD。为了说明这些基于 RMT 的结果的稳健性,我们用从量子混沌模型和无序晶格自旋模型中获得的 nNNSD 对这些预测进行了检验。这加强了博希格斯-贾诺尼-施密特和贝里-塔伯猜想,并将相关的普遍性扩展到了更远的统计范围。
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引用次数: 0
A Comprehensive Review on Cislunar Expansion and Space Domain Awareness 关于星月扩张和空间领域意识的全面回顾
Pub Date : 2024-08-06 DOI: arxiv-2408.03261
Brian Baker-McEvilly, Surabhi Bhadauria, David Canales, Carolin Frueh
The Cislunar region is crucial for expanding human presence in space in theforthcoming decades. This paper presents a comprehensive review of recent andanticipated Earth-Moon missions, and ongoing space domain awarenessinitiatives. An introduction to the dynamics as well as periodic trajectoriesin the Cislunar realm is presented. Then, a review of modern Cislunar programsas well as smaller missions are compiled to provide insights into the keyplayers pushing towards the Moon. Trends of Cislunar missions and practices areidentified, including the identification of regions of interest, such as theSouth Pole and the Near-rectilinear halo orbit. Finally, a review of thecurrent state and short-comings of space domain awareness (SDA) in the regionis included, utilizing the regions of interest as focal points for requiredimprovement. The SDA review is completed through the analysis of the Artemis 1trajectory.
在未来几十年中,太阳系地区对于扩大人类在太空的存在至关重要。本文全面回顾了最近的和预期的地月飞行任务,以及正在进行的空间领域宣传活动。本文介绍了太阳系的动态和周期轨迹。然后,对现代的双月星计划和较小的任务进行了回顾,以深入了解推动月球发展的主要参与者。确定了星宿任务和实践的趋势,包括确定感兴趣的区域,如南极和近直角光环轨道。最后,审查了该区域空间领域意识(SDA)的现状和不足,将感兴趣的区域作为需要改进的焦点。通过分析阿特米斯 1 号的轨迹,完成了对空间领域意识的审查。
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引用次数: 0
Rich dynamical behaviors from a digital reversal operation 数字逆转操作带来的丰富动态行为
Pub Date : 2024-08-05 DOI: arxiv-2408.02527
Yannis Almirantis, Wentian Li
An operation that maps one natural number to another can be considered as adynamical system in $mathbb{N}^+$. Some of such systems, e.g. the mapping inthe so-called 3x+1 problem proposed by Collatz, is conjectured to have a singleglobal attractor, whereas other systems, e.g. linear congruence, could beergodic. Here we demonstrate that an operation that is based on digitalreversal, has a spectrum of dynamical behaviors, including 2-cycle, 12-cycle,periodic attractors with other cycle lengths, and diverging limiting dynamicsthat escape to infinity. This dynamical system has infinite number of cyclicattractors, and may have unlimited number of cycle lengths. It also haspotentially infinite number of diverging trajectories with a recurrent patternrepeating every 8 steps. Although the transient time before settling on alimiting dynamics is relatively short, we speculate that transient times maynot have an upper bound.
将一个自然数映射到另一个自然数的运算可视为$mathbb{N}^+$中的动态系统。科拉茨提出的所谓 3x+1 问题中的映射等一些此类系统被猜测为具有单个全局吸引子,而另一些系统,如线性全等,则可能具有粘性。在这里,我们证明了一种基于数字反转的运算具有一系列动力学行为,包括 2 周期、12 周期、具有其他周期长度的周期性吸引子,以及逸散到无穷大的发散极限动力学。这个动力系统有无限多个循环吸引子,循环长度也可能是无限的。它还可能有无限多的发散轨迹,每 8 步重复一次。虽然瞬态时间相对较短,但我们推测瞬态时间可能没有上限。
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引用次数: 0
Dynamic Behavior of Origami Structures: Computational and Experimental Study 折纸结构的动态行为:计算与实验研究
Pub Date : 2024-08-04 DOI: arxiv-2408.01889
Sudheendra Herkal, Satish Nagarajaiah, Glaucio Paulino
Origami structures have been receiving a lot of attention from engineeringand scientific researchers owing to their unique properties such asdeployability, multi-stability, negative stiffness, etc. However, dynamicproperties of origami structures have not been explored much due to a lack ofvalidated analytical dynamic modeling approaches. Given the range ofinteresting properties and applications of origami structures, it is importantto study the dynamic behavior of origami structures. In this study, a dynamicmodeling approach for origami structures is presented considering distributedmass modeling, which has the potential to be a generalizable approach. In theproposed approach, stiffness is modeled using the bar and hinge modelingapproach while the mass is modeled using the mass distribution approach.Various candidate mass distribution approaches were investigated by comparingtheir responses to the finite element method responses for various geometricconditions, loading and boundary conditions, and deformation modes. It wasobserved that a dynamic modeling approach with triangle circumcenter massdistribution was able to capture most of the dynamics satisfactorilyconsistently. Subsequently, a Miura-ori specimen was manufactured and its freevibration response was determined experimentally and then compared to theprediction of the analytical model. The comparison demonstrated that theanalytical model was able to capture most of the dynamics in the longitudinaldirection.
折纸结构因其可部署性、多稳定性、负刚度等独特性能而受到工程和科学研究人员的广泛关注。然而,由于缺乏经过验证的分析动态建模方法,人们对折纸结构的动态特性探索不多。鉴于折纸结构的一系列有趣特性和应用,研究折纸结构的动态行为非常重要。本研究提出了一种考虑分布式质量建模的折纸结构动态建模方法,它有可能成为一种通用方法。通过比较不同几何条件、加载和边界条件以及变形模式下的响应与有限元法响应,研究了各种候选的质量分布方法。结果发现,采用三角形圆心质量分布的动态建模方法能够令人满意地一致捕捉到大部分动态。随后,制造了一个三浦ori 试样,通过实验确定了其自由振动响应,并将其与分析模型的预测进行了比较。比较结果表明,分析模型能够捕捉到纵向的大部分动态。
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引用次数: 0
Strange Nonchaotic Attractor in an Unforced Turbulent Reactive Flow System 非强制湍流反应流系统中的奇异非混沌吸引器
Pub Date : 2024-08-02 DOI: arxiv-2408.01131
Beeraiah Thonti, Shruti Tandon, Premraj Durairaj, R. I. Sujith
We discover strange nonchaotic attractor (SNA) through experiments in anunforced system comprising turbulent reactive flow. While models suggest SNAsare common in dynamical systems, experimental observations are primarilylimited to systems with external forcing. We observe SNA prior to the emergenceof periodic oscillations from chaotic fluctuations. In complex systems,self-organization can lead to order, and inherent nonlinearity can inducechaos. The occurrence of SNA, which is nonchaotic yet nonperiodic in one suchcomplex system, is intriguing.
我们在一个由湍流反应流组成的非强迫系统中通过实验发现了奇异非混沌吸引子(SNA)。虽然模型表明奇异非混沌吸引子在动力学系统中很常见,但实验观测主要局限于有外部强迫的系统。我们在混沌波动出现周期性振荡之前观察到了 SNA。在复杂系统中,自组织可能导致有序,而固有的非线性可能诱发混沌。在这样一个复杂系统中,非混沌但非周期性的 SNA 的出现令人好奇。
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引用次数: 0
Chaos destroys the excited state quantum phase transition of the Kerr parametric oscillator 混沌破坏了克尔参量振荡器的激发态量子相变
Pub Date : 2024-08-01 DOI: arxiv-2408.00934
Ignacio García-Mata, Miguel A. Prado Reynoso, Rodrigo G. Cortiñas, Jorge Chávez-Carlos, Victor S. Batista, Lea F. Santos, Diego A. Wisniacki
The driven Kerr parametric oscillator, of interest to fundamental physics andquantum technologies, exhibits an excited state quantum phase transition(ESQPT) originating in an unstable classical periodic orbit. The main signatureof this type of ESQPT is a singularity in the level density in the vicinity ofthe energy of the classical separatrix that divides the phase space into twodistinct regions. The quantum states with energies below the separatrix areuseful for quantum technologies, because they show a cat-like structure thatprotects them against local decoherence processes. In this work, we show howchaos arising from the interplay between the external drive and thenonlinearities of the system destroys the ESQPT and eventually eliminates thecat states. Our results demonstrate the importance of the analysis oftheoretical models for the design of new parametric oscillators with everlarger nonlinearities.
对基础物理学和量子技术具有重要意义的受驱克尔参量振荡器表现出一种激发态量子相变(ESQPT),它起源于一个不稳定的经典周期轨道。这种 ESQPT 的主要特征是,在经典分离矩阵能量附近的电平密度出现奇点,将相空间划分为两个不同的区域。能量低于分离矩阵的量子态对量子技术非常有用,因为它们显示出一种类似猫的结构,可以保护它们免受局部退相干过程的影响。在这项工作中,我们展示了外部驱动和系统非线性之间的相互作用如何破坏 ESQPT 并最终消除猫态。我们的研究结果证明了理论模型分析对于设计具有更大非线性的新型参数振荡器的重要性。
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引用次数: 0
期刊
arXiv - PHYS - Chaotic Dynamics
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