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Widespread neuronal chaos induced by slow oscillating currents. 由缓慢振荡电流引起的广泛的神经元混沌。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0248001
James Scully, Carter Hinsley, David Bloom, Hil G E Meijer, Andrey L Shilnikov
{"title":"Widespread neuronal chaos induced by slow oscillating currents.","authors":"James Scully, Carter Hinsley, David Bloom, Hil G E Meijer, Andrey L Shilnikov","doi":"10.1063/5.0248001","DOIUrl":"https://doi.org/10.1063/5.0248001","url":null,"abstract":"<p><p>This paper investigates the origin and onset of chaos in a mathematical model of an individual neuron, arising from the intricate interaction between 3D fast and 2D slow dynamics governing its intrinsic currents. Central to the chaotic dynamics are multiple homoclinic connections and bifurcations of saddle equilibria and periodic orbits. This neural model reveals a rich array of codimension-2 bifurcations, including Shilnikov-Hopf, Belyakov, Bautin, and Bogdanov-Takens points, which play a pivotal role in organizing the complex bifurcation structure of the parameter space. We explore various routes to chaos occurring at the intersections of quiescent, tonic spiking, and bursting activity regimes within this space and provide a thorough bifurcation analysis. Despite the high dimensionality of the model, its fast-slow dynamics allow a reduction to a one-dimensional return map, accurately capturing and explaining the complex dynamics of the neural model. Our approach integrates parameter continuation analysis, newly developed symbolic techniques, and Lyapunov exponents, collectively unveiling the intricate dynamical and bifurcation structures present in the system.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143572197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A resetting particle embedded in a viscoelastic bath. 嵌入粘弹性浴槽中的复位粒子。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0253019
Arup Biswas, Johan L A Dubbeldam, Trifce Sandev, Arnab Pal
{"title":"A resetting particle embedded in a viscoelastic bath.","authors":"Arup Biswas, Johan L A Dubbeldam, Trifce Sandev, Arnab Pal","doi":"10.1063/5.0253019","DOIUrl":"https://doi.org/10.1063/5.0253019","url":null,"abstract":"<p><p>We examine the behavior of a colloidal particle immersed in a viscoelastic bath undergoing stochastic resetting at a rate r. Microscopic probes suspended in a viscoelastic environment do not follow the classical theory of Brownian motion. This is primarily because the memory from successive collisions between the medium particles and the probes does not necessarily decay instantly as opposed to the classical Langevin equation. To treat such a system, one needs to incorporate the memory effects into the Langevin equation. The resulting equation formulated by Kubo, known as the generalized Langevin equation (GLE), has been instrumental to describing the transport of particles in inhomogeneous or viscoelastic environments. The purpose of this work, henceforth, is to study the behavior of such a colloidal particle governed by the GLE under resetting dynamics. To this end, we extend the renewal formalism to compute the general expression for the position variance and the correlation function of the resetting particle driven by the environmental memory. These generic results are then illustrated for the prototypical example of the Jeffreys viscoelastic fluid model. In particular, we identify various timescales and intermittent plateaus in the transient phase before the system relaxes to the steady state; and further discuss the effect of resetting pertaining to these behaviors. Our results are supported by numerical simulations showing an excellent agreement.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diffraction in phase space: Jumps and kinks in matter waves revealed by their dynamics. 相空间中的衍射:由其动力学揭示的物质波的跳跃和扭结。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0260470
Gregor Finkbeiner, Maxim A Efremov, Robert F O'Connell, Wolfgang P Schleich
{"title":"Diffraction in phase space: Jumps and kinks in matter waves revealed by their dynamics.","authors":"Gregor Finkbeiner, Maxim A Efremov, Robert F O'Connell, Wolfgang P Schleich","doi":"10.1063/5.0260470","DOIUrl":"https://doi.org/10.1063/5.0260470","url":null,"abstract":"<p><p>We show that a discontinuity either in a wave function or its derivative, corresponding to a jump or a kink, causes ripples in Wigner phase space. In the free time evolution, these structures give rise to interference fringes in the probability density represented in spacetime.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143673387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measure synchronization transition and its critical behavior in coupled camphor rotors. 测量耦合樟脑转子的同步跃迁及其临界特性。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0251807
Haibo Qiu, Gangmin Yue, Huawei Fan, Xiaojun Liu, Jing Tian
{"title":"Measure synchronization transition and its critical behavior in coupled camphor rotors.","authors":"Haibo Qiu, Gangmin Yue, Huawei Fan, Xiaojun Liu, Jing Tian","doi":"10.1063/5.0251807","DOIUrl":"https://doi.org/10.1063/5.0251807","url":null,"abstract":"<p><p>Building upon prior experimental research on measure synchronization (MS) in two coupled camphor rotors [Jain et al., Phys. Rev. E 108, 024217 (2023)], this paper presents an extensive theoretical study on MS transitions in both two and three coupled camphor rotors. For modelling, each camphor rotor is represented by a point particle that is confined to move along a unit circle around their centers, the camphor rotors are coupled with each other through interaction terms described by the repulsive Yukawa potential in between any two point particles. We find that by increasing the coupling intensity in between the camphor rotors, above certain critical coupling intensities, the camphor rotors achieve MS, including partial MS (PMS) and complete MS (CMS). The energy characteristics of MS in the camphor rotors are discussed. The results show that both phase locking and frequency locking are achieved at MS transitions. In addition, through Poincaré cross section analysis, we reveal the dynamic mechanism of various MS transitions.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transients versus network interactions give rise to multistability through trapping mechanism. 瞬态与网络相互作用通过捕获机制产生多稳定性。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0249997
Kalel L Rossi, Everton S Medeiros, Peter Ashwin, Ulrike Feudel
{"title":"Transients versus network interactions give rise to multistability through trapping mechanism.","authors":"Kalel L Rossi, Everton S Medeiros, Peter Ashwin, Ulrike Feudel","doi":"10.1063/5.0249997","DOIUrl":"https://doi.org/10.1063/5.0249997","url":null,"abstract":"<p><p>In networked systems, the interplay between the dynamics of individual subsystems and their network interactions has been found to generate multistability in various contexts. Despite its ubiquity, the specific mechanisms and ingredients that give rise to multistability from such interplay remain poorly understood. In a network of coupled excitable units, we demonstrate that this interplay generating multistability occurs through a competition between the units' transient dynamics and their coupling. Specifically, the diffusive coupling between the units reinjects them into the excitability region of their individual state space, effectively trapping them there. We show that this trapping mechanism leads to the coexistence of multiple types of oscillations: periodic, quasi-periodic, and even chaotic, although the units separately do not oscillate. Interestingly, we find that the attractors emerge through different types of bifurcations-in particular, the periodic attractors emerge through either saddle-node of limit cycles bifurcations or homoclinic bifurcations-but in all cases, the reinjection mechanism is present.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Complex dynamics of a discrete prey-predator model with complex network and stochastic modeling incorporating a ratio-dependent Ivlev functional response. 包含比率依赖Ivlev函数响应的具有复杂网络和随机建模的离散捕食-捕食模型的复杂动力学。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0248855
Md Mutakabbir Khan, Md Jasim Uddin, Dewan Fahim, Saiful Islam, S M Sohel Rana, Abdul Qadeer Khan, Nehad Ali Shah
{"title":"Complex dynamics of a discrete prey-predator model with complex network and stochastic modeling incorporating a ratio-dependent Ivlev functional response.","authors":"Md Mutakabbir Khan, Md Jasim Uddin, Dewan Fahim, Saiful Islam, S M Sohel Rana, Abdul Qadeer Khan, Nehad Ali Shah","doi":"10.1063/5.0248855","DOIUrl":"https://doi.org/10.1063/5.0248855","url":null,"abstract":"<p><p>This research examines the predator-prey model's discrete-time dynamics regulated by a ratio-dependent Ivlev functional response. Our comprehensive algebraic study demonstrates that the system undergoes both period-doubling bifurcation and Neimark-Sacker bifurcation in the positive quadrant of the phase space. We provide a theoretical framework to understand these bifurcations by employing the center manifold theorem and bifurcation theory. To substantiate our theoretical findings, we conduct numerical simulations that clearly illustrate chaotic phenomena, including phase portraits, period-11 orbits, invariant closed circles, and attractive chaotic sets. In addition, we compute Lyapunov exponents to validate the system's chaotic characteristics. Moreover, we illustrate the practical implementation of chaos management through state feedback and Ott-Grebogi-Yorke approach to stabilize chaotic trajectories around an unstable equilibrium point. Bifurcations are analyzed in a discrete predator-prey model within a coupled network. Numerical simulations reveal that chaotic behavior arises in complex dynamical networks when the coupling strength parameter reaches a critical threshold. Furthermore, we employed the Euler-Maruyama approach for stochastic simulations to investigate our system under environmental uncertainty, analyzing realistic cases to encompass a variety of environmental conditions. All theoretical results concerning stability, bifurcation, and chaotic transitions in the coupled network are corroborated by numerical simulations.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inertial dynamics of run-and-tumble particle. 滚落粒子的惯性动力学。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0250965
Debraj Dutta, Anupam Kundu, Urna Basu
{"title":"Inertial dynamics of run-and-tumble particle.","authors":"Debraj Dutta, Anupam Kundu, Urna Basu","doi":"10.1063/5.0250965","DOIUrl":"https://doi.org/10.1063/5.0250965","url":null,"abstract":"<p><p>We study the dynamics of a single inertial run-and-tumble particle on a straight line. The motion of this particle is characterized by two intrinsic timescales, namely, an inertial and an active timescale. We show that interplay of these two times-scales leads to the emergence of four distinct regimes, characterized by different dynamical behavior of mean-squared displacement and survival probability. We analytically compute the position distributions in these regimes when the two timescales are well separated. We show that in the large-time limit, the distribution has a large deviation form and compute the corresponding large deviation function analytically. We also find the persistence exponents in the different regimes theoretically. All our results are supported with numerical simulations.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying the global stability and transition dynamics of a coupled human-environment system via a landscape-flux approach. 通过景观流方法量化人类与环境耦合系统的全球稳定性和过渡动态。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0244566
Tingting Yu, Anji Yang, Tonghua Zhang, Sanling Yuan
{"title":"Quantifying the global stability and transition dynamics of a coupled human-environment system via a landscape-flux approach.","authors":"Tingting Yu, Anji Yang, Tonghua Zhang, Sanling Yuan","doi":"10.1063/5.0244566","DOIUrl":"https://doi.org/10.1063/5.0244566","url":null,"abstract":"<p><p>Human and environmental systems should not be viewed in isolation from each other but as a complex integrated system since humans not only influence ecosystem services and functions but also respond to changes in the ecosystem. Additionally, stochastic perturbations play a crucial role in natural systems, and stochastic factors associated with social and ecological systems can significantly affect the dynamics of coupled models, such as noise-induced tipping. In this paper, we propose a coupled human-environment model with noisy disturbances that includes the dynamics of forest conservation opinions within a population and the natural expansion and harvesting of forest ecosystems. We investigate how stochasticity triggers critical transitions between high and low forest cover states (or a stable oscillatory state) using social and ecological fitting parameters from old-growth forests in Oregon. Based on landscape-flow theory from non-equilibrium statistical mechanics, we quantify the global stability and robustness of equilibria and limit cycles using barrier height and average flux. We find that the stability of the high forest cover state weakens, and the low forest cover state becomes increasingly stable as noise intensity increases. Conversely, an increase in the intensity of injunctive social norms favors the global stability of the high forest cover state. Moreover, only a sufficiently small forest protection cost will allow forest cover to be maintained at a high level. Finally, a sensitivity analysis of the parameters of the coupled system is conducted, revealing the key factors affecting the global stability and critical transitions of high and low forest cover states.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143604007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spectrally informed learning of fluid flows. 对流体流动的频谱信息学习。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0235257
Benjamin D Shaffer, Jeremy R Vorenberg, M Ani Hsieh
{"title":"Spectrally informed learning of fluid flows.","authors":"Benjamin D Shaffer, Jeremy R Vorenberg, M Ani Hsieh","doi":"10.1063/5.0235257","DOIUrl":"https://doi.org/10.1063/5.0235257","url":null,"abstract":"<p><p>Accurate and efficient fluid flow models are essential for applications relating to many physical phenomena, including geophysical, aerodynamic, and biological systems. While these flows may exhibit rich and multiscale dynamics, in many cases, underlying low-rank structures exist, which describe the bulk of the motion. These structures tend to be spatially large and temporally slow and may contain most of the energy in a given flow. The extraction and parsimonious representation of these low-rank dynamics from high-dimensional data is a key challenge. Inspired by the success of physics-informed machine learning methods, we propose a spectrally informed approach to extract low-rank models of fluid flows by leveraging known spectral properties in the learning process. We incorporate this knowledge by imposing regularizations on the learned dynamics, which bias the training process toward learning low-frequency structures with corresponding higher power. We demonstrate the effectiveness of this method to improve prediction and produce learned models, which better match the underlying spectral properties of prototypical fluid flows.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Taking a break: The impact of rests on Lévy walks. 休息一下:休息对走路的影响。
IF 2.7 2区 数学
Chaos Pub Date : 2025-03-01 DOI: 10.1063/5.0251240
Marek A Teuerle
{"title":"Taking a break: The impact of rests on Lévy walks.","authors":"Marek A Teuerle","doi":"10.1063/5.0251240","DOIUrl":"https://doi.org/10.1063/5.0251240","url":null,"abstract":"<p><p>We study the asymptotic behavior of Lévy walks with rests, a generalization of classical wait-first and jump-first Lévy walks that incorporates additional resting periods. Our analysis focuses on the functional convergence of these processes in the Skorokhod J1 topology. To achieve this, we first investigate the asymptotic properties of the modified waiting times with rests and then apply the continuous mapping theorem. Next, we analyze in detail the impact of the distribution of the resting times on the scaling limit in the scenarios of wait-first and jump-first Lévy walks.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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