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System of telegraph particles with finite moments of the first collision instant of particles 具有粒子第一次碰撞瞬间有限矩的电报粒子系统
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115885
Anatoliy A. Pogorui , Ramón M. Rodríguez-Dagnino
This paper deals with a system of interacting telegraph particles starting with different positions on a straight line. It is well-known that the instant of the first collision of two telegraph particle, that starts from different points on a line, has an infinite expectation. Our goal is to find a sufficient number of particles of the system such that the minimum of the first collision instants for these particles has finite nth order moments. In particular, finite expectation, finite variance, etc. However, the distribution of this minimum depends on first collisions of all pairs of adjacent particles, and these collisions are dependent random variables, which introduces some difficulties in the analysis.
本文研究了一条直线上不同位置的相互作用的电报粒子系统。众所周知,两个电报粒子的第一次碰撞的瞬间,从一条线上的不同点开始,具有无限的期望。我们的目标是找到系统中足够数量的粒子,使得这些粒子的第一次碰撞瞬间的最小值具有有限的n阶矩。特别是有限期望,有限方差等。然而,该最小值的分布取决于所有相邻粒子对的首次碰撞,并且这些碰撞是相关随机变量,这给分析带来了一些困难。
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引用次数: 0
Dynamic analysis of coupled Hindmarsh-Rose neurons with enhanced FPGA implementation 利用增强型 FPGA 实现对耦合 Hindmarsh-Rose 神经元进行动态分析
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115889
Jiakai Lu, Fuhong Min, Linghu Gan, Songtao Yang
As the fundamental unit of the nervous system, neuron is essential for transmitting and processing information, playing a critical role in brain activity regulation. This article develops an electrically coupled Hindmarsh-Rose (HR) neurons incorporating external stimuli to simulate biological neuronal behavior. The bifurcation plot with varying the coupling strength of the system are analyzed through the discrete mapping method, in which period-doubling bifurcations and saddle bifurcation are obtained. The evolutions of period-1 to period-8 and period-3 to period-6 are predicted with stable and unstable periodic orbits, and multiple firing behaviors of such a neuron network are studied using Lyapunov exponent and timing-phase diagram. The real part and magnitudes of eigenvalues with varying the coupling strength for different periodic motions are also plotted to illustrate the bifurcation mechanism of the coupled HR neurons. Moreover, theoretical analysis is validated through FPGA technology, which also accelerates computation and minimizes data storage requirements. Ultimately, a uniform linear segmentation algorithm is utilized to construct bifurcation plots of the coupled HR neuron, and experimental results confirm the model's accuracy.
神经元是神经系统的基本单位,是传递和处理信息的关键,在脑活动调节中起着至关重要的作用。本文开发了一种结合外部刺激的电偶联Hindmarsh-Rose (HR)神经元来模拟生物神经元行为。通过离散映射法分析了系统耦合强度变化时的分岔图,得到了倍周期分岔和鞍形分岔。用稳定和不稳定的周期轨道预测了周期1到周期8和周期3到周期6的演化,并利用Lyapunov指数和时相图研究了这种神经元网络的多重放电行为。绘制了不同周期运动下随耦合强度变化的特征值实部和幅值,说明了耦合HR神经元的分岔机制。并通过FPGA技术对理论分析进行验证,提高了计算速度,减少了数据存储需求。最后,利用均匀线性分割算法构建了耦合HR神经元的分岔图,实验结果验证了模型的准确性。
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引用次数: 0
Stochastic heat engine acting like a weakly nonlinear wave ensemble 表现为弱非线性波系综的随机热机
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115836
Chi-Fai Lo , Yeontaek Choi , Sergey Nazarenko
We have shown that a stochastic heat engine which is modelled by an over-damped random particle confined in an externally driven time-varying logarithmic-harmonic potential could behave like the wave amplitude of a system of weakly interacting waves. The system of weakly interacting waves may thus serve as an empirical testing ground of the stochastic heat engine. In addition, we have proposed a simple Lie-algebraic method to solve the time evolution equation for the probability density function (p.d.f.) of the system of weakly interacting waves by exploiting its dynamical symmetry. This Lie-algebraic approach has the advantage of generating both the p.d.f. and the generating function in a straightforward manner.
我们已经证明了一个随机热机,它是由一个限制在一个外部驱动时变对数调和势的过阻尼随机粒子建模的,可以表现得像一个弱相互作用波系统的振幅。因此,弱相互作用波系统可以作为随机热机的经验试验场。此外,我们还利用弱相互作用波系统的动力学对称性,提出了一种简单的lie -代数方法来求解其概率密度函数的时间演化方程。这种李代数方法的优点是可以直接生成p.d.f.和生成函数。
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引用次数: 0
Generalized separable solutions for (2+1) and (3+1)-dimensional m-component coupled nonlinear systems of PDEs under three different time-fractional derivatives 三种不同时间分数阶导数下[公式略]和[公式略]维[公式略]分量耦合非线性偏微分方程的广义可分离解
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115852
P. Prakash , K.S. Priyendhu , M. Lakshmanan
In this article, we explain the invariant subspace approach for (2+1) and (3+1)-dimensional m-component nonlinear coupled systems of PDEs with and without time delays under three different time-fractional derivatives. Also, we explain how this method can be used to derive different types of generalized separable solutions for the nonlinear systems mentioned above through the obtained invariant subspaces. More precisely, we show the applicability of this method using the general class of coupled 2-component nonlinear (2+1)-dimensional reaction-diffusion system under three time-fractional derivatives. Moreover, we provide a detailed description for obtaining the various types of different dimensional invariant linear 2-component subspaces and their solutions for the underlying coupled 2-component nonlinear (2+1)-dimensional reaction-diffusion system with appropriate initial-boundary conditions under the three time-fractional derivatives known as (a) Riemann–Liouville (RL) fractional derivative, (b) Caputo fractional derivative, and (c) Hilfer fractional derivative, as examples. Furthermore, we observe that the derived separable solutions under three fractional-order derivatives consist of trigonometric, polynomial, exponential, and Mittag–Leffler functions. Additionally, we present a comparative study of the obtained solutions and results of the discussed nonlinear systems under the three considered fractional derivatives through the corresponding two and three-dimensional plots for various values of fractional orders as well as with the existing literature.
在本文中,我们解释了三种不同的时间分数阶导数下(2+1)和(3+1)维m分量非线性耦合系统的不变子空间方法。此外,我们还解释了如何使用该方法通过所得到的不变子空间推导出上述非线性系统的不同类型的广义可分解。更精确地说,我们用三阶导数下的一般两分量非线性(2+1)维反应扩散系统证明了该方法的适用性。此外,我们还以(a) Riemann-Liouville (RL)分数阶导数、(b) Caputo分数阶导数和(c) Hilfer分数阶导数为例,详细描述了具有适当初始边界条件的耦合二分量非线性(2+1)维反应扩散系统在三种时间分数阶导数下的各种不同维不变线性二分量子空间及其解。此外,我们观察到在三个分数阶导数下的可分离解由三角函数、多项式函数、指数函数和Mittag-Leffler函数组成。此外,我们还通过相应的二维和三维图,对所讨论的非线性系统在三种考虑的分数阶导数下的解和结果进行了比较研究,并与现有文献进行了比较研究。
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引用次数: 0
The fractional nonlinear magnetoinductive impurity 分数阶非线性磁感应杂质
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115774
Mario I. Molina
We study a one-dimensional split-ring resonator array containing a single linear/nonlinear magnetic impurity where the usual discrete Laplacian is replaced by a fractional one. In the absence of the impurity, the dispersion relation for magnetoinductive waves is obtained in closed form, with a bandwidth that decreases with a decrease in the fractional exponent. Next, by using lattice Green functions, we obtain the bound state energy and its spatial profile, as a function of the impurity strength. We demonstrate that, at large impurity strengths, the bound state energy becomes linear with impurity strength for both linear and nonlinear impurity cases. The transmission of plane waves is computed semi-analytical, showing a qualitative similarity between the linear and nonlinear impurity cases. Finally, we compute the amount of magnetic energy remaining at the impurity site after evolving the system from a completely initially localized condition at the impurity site. For both cases, linear and nonlinear impurities, it is found that for a fixed fractional exponent, there is trapping of magnetic energy, which increases with an increase in impurity strength. The trapping increases with a decreased fractional exponent for a fixed magnetic strength.
本文研究了含有单一线性/非线性磁性杂质的一维裂环谐振器阵列,其中通常的离散拉普拉斯算子被分数阶拉普拉斯算子所取代。在不含杂质的情况下,磁感应波的色散关系为封闭形式,带宽随分数指数的减小而减小。其次,利用晶格格林函数,我们得到了束缚态能量及其空间分布,作为杂质强度的函数。我们证明,在较大的杂质强度下,对于线性和非线性杂质情况,束缚态能量与杂质强度成线性关系。平面波的传输是半解析计算的,显示了线性和非线性杂质情况之间的定性相似性。最后,我们计算了从杂质位置的完全初始定域条件演化后系统在杂质位置的剩余磁能量。对于线性和非线性杂质,发现对于固定分数指数,存在磁能捕获,磁能捕获随杂质强度的增加而增加。在一定的磁场强度下,捕获量随分数指数的减小而增加。
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引用次数: 0
Simplest transistor-based chaotic circuit with extreme events: Statistical characterization, synchronization, and analogy with interictal spikes 具有极端事件的最简单的基于晶体管的混沌电路:统计特性、同步和与间隔尖峰的类比
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115894
Léandre Kamdjeu Kengne , Vitrice Ruben Folifack Signing , Davide Rossi Sebastiano , Raoul Blaise Wafo Tekam , Joakim Vianney Ngamsa Tegnitsap , Manyu Zhao , Qingshi Bao , Jacques Kengne , Pedro Antonio Valdes-Sosa , Ludovico Minati
This paper investigates the simplest autonomous chaotic circuit capable of generating extreme events, comprising a DC voltage source, a series resistor, a capacitor, three inductors, and two bipolar transistors. The statistical properties and synchronization of the extreme events generated by the system are characterized using a simplified equation model, realistic SPICE simulations, and experimental circuit measurements. Heavy-tailed amplitude distributions and Poisson-like inter-event intervals are uncovered, confirming the existence and uncorrelated nature of the extreme events generated in this elementary circuit. Furthermore, a regime is identified where the extreme events synchronize significantly more strongly than the underlying lower-amplitude continuous activity that paces the dynamics, and a novel approach to visualize this situation is introduced. By drawing a tentative parallel with the interictal spikes observed in the neuroelectrical recordings of epilepsy patients, the study proposes that the analog chaotic circuit under consideration could, in the future, serve as a physical model for studying epileptic-like dynamics in electronic networks.
本文研究了能够产生极端事件的最简单的自治混沌电路,它由一个直流电压源、一个串联电阻、一个电容、三个电感和两个双极晶体管组成。通过简化的方程模型、真实的SPICE仿真和实验电路测量,表征了系统产生的极端事件的统计特性和同步性。发现了重尾振幅分布和泊松样事件间间隔,证实了该基本回路中产生的极端事件的存在和不相关性质。此外,还确定了一种状态,在这种状态下,极端事件的同步性明显强于底层的低振幅连续活动,从而对动态进行调节,并引入了一种新的方法来可视化这种情况。通过与癫痫患者神经电记录中观察到的间隔尖峰进行初步类比,该研究提出,正在考虑的模拟混沌电路将来可以作为研究电子网络中癫痫样动力学的物理模型。
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引用次数: 0
TD-GCN: A novel fusion method for network topological and dynamical features TD-GCN:一种新的网络拓扑与动态特征融合方法
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115731
Xiang Xu , Wei Yang , Lingfei Li , Xianqiang Zhu , Junying Cui , Zihan Zhang , Leilei Wu
The topological and dynamical features of complex networks hold abundant information. How to fully utilize this information for more accurate network structure mining is a significant issue. In this paper, we propose a novel method that simultaneously takes into account both network topological and dynamical features via graph convolutional networks (TD-GCN). Specifically, we obtain the topological features of the network by using the second-order adjacency matrix of the complex network, which captures indirect connections between nodes, for a more detailed representation of network structure, and use the SIS model to generate node state data in the complex network as the dynamical features of the network. The network topological and dynamical features are fused through the graph convolutional neural network. To verify the effectiveness and applicability of our method, we conduct extensive experiments on both simulated networks and real-world networks with various network scales. We comprehensively compare the proposed method with other existing methods in the domains of network link prediction and network node ranking learning. The experimental results show that our method can better capture the characteristic information in complex networks and has better performance compared with other methods.
复杂网络的拓扑和动态特征蕴含着丰富的信息。如何充分利用这些信息进行更准确的网络结构挖掘是一个重要的问题。本文提出了一种利用图卷积网络(TD-GCN)同时考虑网络拓扑和动态特征的新方法。具体而言,我们利用捕获节点间间接连接的复杂网络的二阶邻接矩阵获得网络的拓扑特征,以更详细地表示网络结构,并使用SIS模型生成复杂网络中的节点状态数据作为网络的动态特征。通过图卷积神经网络融合网络的拓扑特征和动态特征。为了验证我们方法的有效性和适用性,我们在各种网络规模的模拟网络和现实网络上进行了大量的实验。在网络链路预测和网络节点排序学习方面,我们将所提出的方法与其他现有方法进行了综合比较。实验结果表明,该方法能够更好地捕获复杂网络中的特征信息,与其他方法相比具有更好的性能。
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引用次数: 0
Nonlinear dynamics of CAR-T cell therapy CAR-T 细胞疗法的非线性动力学
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115871
Artur C. Fassoni , Denis C. Braga
Chimeric antigen receptor T-cell (CAR-T) therapy is considered a promising cancer treatment. The dynamic response to this therapy can be broadly divided into a short-term phase, ranging from weeks to months, and a long-term phase, ranging from months to years. While the short-term response, encompassing the multiphasic kinetics of CAR-T cells, is better understood, the mechanisms underlying the outcomes of the long-term response, characterized by sustained remission, relapse, or disease progression, remain less understood due to limited clinical data. Here, we analyze the long-term dynamics of a previously validated mathematical model of CAR-T cell therapy. We perform a comprehensive stability and bifurcation analysis, examining model equilibria and their dynamics over the entire parameter space. Our results show that therapy failure results from a combination of insufficient CAR-T cell proliferation and increased tumor immunosuppression. By combining different techniques of nonlinear dynamics, we identify Hopf and Bogdanov–Takens bifurcations, which allow to elucidate the mechanisms behind oscillatory remissions and transitions to tumor escape. In particular, rapid expansion of CAR-T cells leads to oscillatory tumor control, while increased tumor immunosuppression destabilizes these oscillations, resulting in transient remissions followed by relapse. Our study highlights different mathematical tools to study nonlinear models and provides critical insights into the nonlinear dynamics of CAR-T therapy arising from the complex interplay between CAR-T cells and tumor cells.
嵌合抗原受体t细胞(CAR-T)疗法被认为是一种很有前途的癌症治疗方法。对这种疗法的动态反应可以大致分为短期阶段,从几周到几个月,和长期阶段,从几个月到几年。虽然包括CAR-T细胞多相动力学在内的短期反应得到了更好的理解,但由于有限的临床数据,长期反应结果的潜在机制(以持续缓解、复发或疾病进展为特征)仍然知之甚少。在这里,我们分析了CAR-T细胞治疗之前验证的数学模型的长期动态。我们执行一个全面的稳定性和分岔分析,检查模型平衡和他们的动力学在整个参数空间。我们的研究结果表明,治疗失败是CAR-T细胞增殖不足和肿瘤免疫抑制增强的结合。通过结合不同的非线性动力学技术,我们确定了Hopf和Bogdanov-Takens分岔,这允许阐明振荡缓解和过渡到肿瘤逃逸背后的机制。特别是,CAR-T细胞的快速扩增导致振荡的肿瘤控制,而增加的肿瘤免疫抑制使这些振荡不稳定,导致短暂的缓解,随后复发。我们的研究强调了不同的数学工具来研究非线性模型,并为CAR-T细胞和肿瘤细胞之间复杂的相互作用引起的CAR-T治疗的非线性动力学提供了重要的见解。
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引用次数: 0
Self-organized circling, clustering and swarming in populations of chiral swarmalators 手性蜂群的自组织盘旋、集群和蜂拥
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115794
Yichen Lu , Yixin Xu , Wanrou Cai , Zhuanghe Tian , Jie Xu , Simin Wang , Tong Zhu , Yali Liu , Mengchu Wang , Yilin Zhou , Chengxu Yan , Chenlu Li , Zhigang Zheng
Chiral swarmalators are active particles with intrinsic dynamical chirality that exhibit persistent rotational motion in space. Collaborative spatial swarming behaviors emerge when chiral swarmalators with heterogeneous chiralities are coupled in an alignment rule. In this paper, we extensively studied the self-organized swarming dynamics of populations of spatially non-interacting chiral swarmalators with phase coupling from the viewpoint of nonlinear dynamics and synchronization. Chiral synchronization dynamics plays important role in adapting spatial swarming behaviors. By modulating the coupling strength and scope, swarmalators may organize into coordinated circlings, spatial clusterings, and other swarming patterns. Chirality-induced phase separations of circling and cluster patterns are revealed, which obeys the interesting rule of “like chiralities attract, while opposite chiralities repel”. The formation mechanism and transitions of these various swarming patterns are explored, and the phase diagrams are given. Critical boundaries separating various collective states are analytically derived. These miscellaneous ordered swarming patterns are shown to be robust to parameter heterogeneity and stochastic noises. The present paves an avenue of the pattern formation and swarming dynamics of interacting chiral agents.
手性蜂群(Chiral swarmalators)是具有内在动态手性的活性粒子,它们在空间中表现出持续的旋转运动。当具有异质手性的手性蜂群以排列规则耦合时,就会出现协作性空间蜂拥行为。本文从非线性动力学和同步的角度出发,广泛研究了具有相位耦合的空间非相互作用手性蜂群的自组织蜂拥动力学。手性同步动力学在适应空间蜂群行为方面发挥着重要作用。通过调节耦合强度和范围,蜂群可以组织成协调的环形、空间集群和其他蜂群模式。研究揭示了手性诱导的盘旋和集群模式的相分离,这种相分离遵循 "同类手性相吸,异类手性相斥 "的有趣规律。探讨了这些不同蜂拥模式的形成机制和转变,并给出了相图。通过分析得出了分离各种集合态的临界边界。研究表明,这些不同的有序蜂拥模式对参数异质性和随机噪音具有鲁棒性。本研究为研究相互作用手性物质的模式形成和蜂拥动力学铺平了道路。
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引用次数: 0
Exploring the equilibrium dynamics of an infinitesimal body in the perturbed problem of five bodies 探讨五体摄动问题中无限小体的平衡动力学
IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-02-01 DOI: 10.1016/j.chaos.2024.115873
Md Sanam Suraj , Elbaz I. Abouelmagd , Mani Bhushan , Md Chand Asique
This work aims to analyze the dynamics of the restricted five-body problem when the primaries are non-spherical spheroids. We explored numerically three different scenarios: (i) when only the main body creates a potential with either oblateness or prolateness effect; (ii) when only peripheral bodies generate potentials with either oblateness or prolateness effects; and (iii) when all the primary bodies create potentials with either oblateness or prolate effects. We conducted a numerical analysis to study the motion of infinitesimal body under the gravitational influence of four non-spherical primaries. In this analysis, we revealed that the oblate or prolate bodies significantly affect the dynamics of the equilibrium points (EPs), their linear stability, and permissible regions of motion. Furthermore, we demonstrate that the total number of EPs depends on the mass parameter, the oblateness and prolateness parameters or the combinations of these parameters. The specific ranges of oblateness or prolateness values where the equilibrium points are linearly stable are also found.
这项研究旨在分析当基体为非球形时受限五体问题的动力学。我们在数值上探索了三种不同情况:(i)当只有主体产生具有扁球形或扁球形效应的势时;(ii)当只有外围体产生具有扁球形或扁球形效应的势时;以及(iii)当所有主体产生具有扁球形或扁球形效应的势时。我们进行了数值分析,研究了无穷小体在四个非球形主天体引力影响下的运动。在分析中,我们发现扁球体或长球体会显著影响平衡点(EP)的动力学、其线性稳定性和允许的运动区域。此外,我们还证明了 EP 的总数取决于质量参数、扁圆度和扁长度参数或这些参数的组合。我们还找到了平衡点线性稳定的扁平率或扁平率值的具体范围。
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引用次数: 0
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Chaos Solitons & Fractals
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