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Higher-Order Network Interactions Through Phase Reduction for Oscillators with Phase-Dependent Amplitude 通过相位缩减实现振幅随相位变化的振荡器的高阶网络互动
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-24 DOI: 10.1007/s00332-024-10053-3
Christian Bick, Tobias Böhle, Christian Kuehn

Coupled oscillator networks provide mathematical models for interacting periodic processes. If the coupling is weak, phase reduction—the reduction of the dynamics onto an invariant torus—captures the emergence of collective dynamical phenomena, such as synchronization. While a first-order approximation of the dynamics on the torus may be appropriate in some situations, higher-order phase reductions become necessary, for example, when the coupling strength increases. However, these are generally hard to compute and thus they have only been derived in special cases: This includes globally coupled Stuart–Landau oscillators, where the limit cycle of the uncoupled nonlinear oscillator is circular as the amplitude is independent of the phase. We go beyond this restriction and derive second-order phase reductions for coupled oscillators for arbitrary networks of coupled nonlinear oscillators with phase-dependent amplitude, a scenario more reminiscent of real-world oscillations. We analyze how the deformation of the limit cycle affects the stability of important dynamical states, such as full synchrony and splay states. By identifying higher-order phase interaction terms with hyperedges of a hypergraph, we obtain natural classes of coupled phase oscillator dynamics on hypergraphs that adequately capture the dynamics of coupled limit cycle oscillators.

耦合振荡器网络为相互作用的周期性过程提供了数学模型。如果耦合很弱,相位还原--将动力学还原到一个不变的环上--就能捕捉到集体动力学现象的出现,如同步。在某些情况下,环上动力学的一阶近似可能是合适的,但当耦合强度增加时,就需要更高阶的相位还原。然而,高阶相减通常很难计算,因此只在特殊情况下才得出:这包括全局耦合的斯图尔特-朗道振荡器,其中非耦合非线性振荡器的极限周期是圆形的,因为振幅与相位无关。我们超越了这一限制,推导出了耦合振荡器的二阶相位还原,适用于振幅与相位无关的任意耦合非线性振荡器网络,这种情况更容易让人联想到现实世界中的振荡。我们分析了极限周期的变形如何影响重要动力学状态的稳定性,如完全同步和分裂状态。通过识别高阶相位相互作用项与超图的超门,我们得到了超图上耦合相位振荡器动力学的自然类,它们充分捕捉了耦合极限周期振荡器的动力学。
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引用次数: 0
The Hanging Chain Problem in the Sphere and in the Hyperbolic Plane 球面和双曲面中的悬链问题
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-19 DOI: 10.1007/s00332-024-10056-0
Rafael López

In this paper, the notion of the catenary curve in the sphere and in the hyperbolic plane is introduced. In both spaces, a catenary is defined as the shape of a hanging chain when its potential energy is determined by the distance to a given geodesic of the space. Several characterizations of the catenary are established in terms of the curvature of the curve and of the angle that its unit normal makes with a vector field of the ambient space. Furthermore, in the hyperbolic plane, we extend the concept of catenary substituting the reference geodesic by a horocycle or the hyperbolic distance by the horocycle distance.

本文介绍了球面和双曲面中的导管曲线概念。在这两个空间中,当悬链的势能由到空间给定测地线的距离决定时,悬链被定义为悬链的形状。根据曲线的曲率及其单位法线与环境空间向量场的夹角,确定了悬链的几个特征。此外,在双曲面中,我们扩展了全缘的概念,用角环来代替参考大地线,或用角环距离来代替双曲距离。
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引用次数: 0
Well-Posedness and Regularity of Solutions to Neural Field Problems with Dendritic Processing 具有树突处理功能的神经场问题的良好假设性和正则性解决方案
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-13 DOI: 10.1007/s00332-024-10055-1
Daniele Avitabile, N. Chemetov, Pedro M. Lima
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引用次数: 0
Optimal Reconstruction of Vector Fields from Data for Prediction and Uncertainty Quantification 从数据中优化重建矢量场以进行预测和不确定性量化
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-13 DOI: 10.1007/s00332-024-10047-1
Sean P. McGowan, William S. P. Robertson, Chantelle Blachut, Sanjeeva Balasuriya

Predicting the evolution of dynamics from a given trajectory history of an unknown system is an important and challenging problem. This paper presents a model-free method of forecasting unknown chaotic systems through reconstructing vector fields from noisy measured data via an adaptation of optimal control methods. This technique is also applicable to partially observed systems using a Takens delay embedding approach. The algorithms are validated on the Lorenz system and the four-dimensional hyperchaotic Rössler system, and demonstrate successful predictions well beyond the Lyapunov timescale. It is found that for small datasets or datasets with large levels of noise, the prediction accuracy of partially observed systems approaches that of fully observed systems. The presented approach also allows the model-free assessment of local predictability on the attractor by evolving initial condition density through the reconstructed vector fields via estimation of the transfer operator. The method is compared to predictions made by an imperfect model which highlights the utility of model-free approaches when the only available models have significant model error. The capability of this method for reconstruction of continuous and global vector fields may be applied to model validation, forecasting of initial conditions not in the training set, and model-free filtering.

根据未知系统的给定轨迹历史预测其动力学演变是一个重要而具有挑战性的问题。本文提出了一种无模型方法,通过调整最优控制方法,从噪声测量数据中重建矢量场,从而预测未知混沌系统。该技术还适用于使用塔肯斯延迟嵌入方法的部分观测系统。这些算法在洛伦兹系统和四维超混沌罗斯勒系统上得到了验证,并证明成功预测的时间尺度远远超过了李雅普诺夫时间尺度。研究发现,对于小数据集或噪声水平较大的数据集,部分观测系统的预测精度接近完全观测系统的预测精度。所提出的方法还可以通过对转移算子的估计,通过重建的矢量场演化初始条件密度,对吸引子的局部可预测性进行无模型评估。该方法与不完善模型的预测结果进行了比较,从而突出了当唯一可用的模型存在显著模型误差时,无模型方法的实用性。该方法重建连续和全局矢量场的能力可用于模型验证、预测训练集以外的初始条件以及无模型过滤。
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引用次数: 0
The Discrete Nonlinear Schrödinger Equation with Linear Gain and Nonlinear Loss: The Infinite Lattice with Nonzero Boundary Conditions and Its Finite-Dimensional Approximations 具有线性增益和非线性损耗的离散非线性薛定谔方程:具有非零边界条件的无限晶格及其有限维近似值
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-11 DOI: 10.1007/s00332-024-10050-6
G. Fotopoulos, N. I. Karachalios, V. Koukouloyannis, P. Kyriazopoulos, K. Vetas

The study of nonlinear Schrödinger-type equations with nonzero boundary conditions introduces challenging problems both for the continuous (partial differential equation) and the discrete (lattice) counterparts. They are associated with fascinating dynamics emerging by the ubiquitous phenomenon of modulation instability. In this work, we consider the discrete nonlinear Schrödinger equation with linear gain and nonlinear loss. For the infinite lattice supplemented with nonzero boundary conditions, which describe solutions decaying on the top of a finite background, we provide a rigorous proof that for the corresponding initial boundary value problem, solutions exist for any initial condition, if and only if, the amplitude of the background has a precise value (A_*) defined by the gain-loss parameters. We argue that this essential property of this infinite lattice cannot be captured by finite lattice approximations of the problem. Commonly, such approximations are provided by lattices with periodic boundary conditions or as it is shown herein, by a modified problem closed with Dirichlet boundary conditions. For the finite-dimensional dynamical system defined by the periodic lattice, the dynamics for all initial conditions are captured by a global attractor. Analytical arguments corroborated by numerical simulations show that the global attractor is trivial, defined by a plane wave of amplitude (A_*). Thus, any instability effects or localized phenomena simulated by the finite system can be only transient prior the convergence to this trivial attractor. Aiming to simulate the dynamics of the infinite lattice as accurately as possible, we study the dynamics of localized initial conditions on the constant background and investigate the potential impact of the global asymptotic stability of the background with amplitude (A_*) in the long-time evolution of the system.

对具有非零边界条件的非线性薛定谔方程的研究,为连续(偏微分方程)和离散(晶格)对应方程带来了具有挑战性的问题。它们与无处不在的调制不稳定性现象所产生的迷人动力学相关联。在这项研究中,我们考虑了具有线性增益和非线性损耗的离散非线性薛定谔方程。对于补充了非零边界条件的无限晶格,它描述了在有限背景顶部衰减的解,我们提供了一个严格的证明,即对于相应的初始边界值问题,当且仅当背景振幅具有由增益-损耗参数定义的精确值 (A_*)时,对于任何初始条件都存在解。我们认为,问题的有限晶格近似无法捕捉到这种无限晶格的本质属性。通常,这种近似是由具有周期性边界条件的晶格提供的,或者如本文所示,由具有迪里希特边界条件的修正封闭问题提供的。对于由周期性网格定义的有限维动力系统,所有初始条件下的动力学都被一个全局吸引子所捕获。数值模拟证实的分析论证表明,全局吸引子是微不足道的,由振幅为 (A_*) 的平面波定义。因此,有限系统模拟的任何不稳定效应或局部现象都只能是收敛到这个琐碎吸引子之前的短暂现象。为了尽可能精确地模拟无限晶格的动力学,我们研究了恒定背景上局部初始条件的动力学,并研究了振幅为 (A_*)的背景的全局渐近稳定性对系统长期演化的潜在影响。
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引用次数: 0
Finite Time Blow-Up and Chemotactic Collapse in Keller–Segel Model with Signal Consumption 带有信号消耗的凯勒-西格尔模型中的有限时间膨胀和趋化崩溃
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-10 DOI: 10.1007/s00332-024-10045-3
Chunhua Jin

The occurrence of finite time blow-up phenomenon in the Keller–Segel (KS) model has always been a significant area of interest for mathematicians. Despite extensive research on the blow-up phenomenon in KS models with signal production, Understanding of this phenomenon in models with signal consumption mechanisms has been scarce.This paper marks a preliminary investigation into this unexplored field. In this study, we employ a backward self-similar solution to demonstrate that the finite time blowup indeed occurs within this model. More precisely, in one-dimensional space, finite time blowing up corresponding to the chemotactic collapse phenomenon (the formation of Dirac (delta )-singularity ) happens; in high-dimensional space, the self-similar solution will blow up everywhere. Finally, we also consider the special cases where the diffusion coefficient of bacteria or oxygen is 0. For these cases, chemotactic collapse phenomenon occurs in both one-dimensional and two-dimensional spaces.

凯勒-西格尔(Keller-Segel,KS)模型中出现的有限时间炸毁现象一直是数学家们感兴趣的一个重要领域。尽管对具有信号产生机制的 KS 模型中的炸裂现象进行了大量研究,但对具有信号消耗机制的模型中的炸裂现象的了解却很少。在这项研究中,我们采用了一种后向自相似解来证明有限时间炸毁现象确实发生在该模型中。更准确地说,在一维空间中,有限时间炸裂对应于趋化坍缩现象(形成狄拉克(delta )奇异性);在高维空间中,自相似解将处处炸裂。最后,我们还考虑了细菌或氧气的扩散系数为 0 的特殊情况,对于这些情况,趋化坍缩现象在一维和二维空间都会发生。
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引用次数: 0
Sliding Mode on Tangential Sets of Filippov Systems 菲利波夫系统切向集上的滑动模式
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-09 DOI: 10.1007/s00332-024-10052-4
Tiago Carvalho, Douglas D. Novaes, Durval J. Tonon

We consider piecewise smooth vector fields (Z=(Z_+, Z_-)) defined in ({mathbb {R}}^n) where both vector fields are tangent to the switching manifold (Sigma ) along a submanifold (Msubset Sigma ). We shall see that, under suitable assumptions, Filippov convention gives rise to a unique sliding mode on M, governed by what we call the tangential sliding vector field. Here, we will provide the necessary and sufficient conditions for characterizing such a vector field. Additionally, we prove that the tangential sliding vector field is conjugated to the reduced dynamics of a singular perturbation problem arising from the Sotomayor–Teixeira regularization of Z around M. Finally, we analyze several examples where tangential sliding vector fields can be observed, including a model for intermittent treatment of HIV.

我们考虑在({mathbb {R}}^n) 中定义的片断光滑向量场(Z=(Z_+, Z_-)),其中两个向量场都沿着一个子流形(Msubset Sigma )切向切换流形(Sigma )。我们将看到,在合适的假设条件下,菲利波夫惯例会在 M 上产生一种独特的滑动模式,它受我们称之为切向滑动矢量场的支配。在此,我们将提供描述这种向量场的必要条件和充分条件。此外,我们还将证明切向滑动矢量场与 M 周围 Z 的索托马约尔-特谢拉正则化所产生的奇异扰动问题的还原动力学共轭。最后,我们将分析可以观察到切向滑动矢量场的几个例子,其中包括艾滋病间歇治疗模型。
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引用次数: 0
Propagation Dynamics for a Degenerate Delayed System with Nonlocal Dispersal in Periodic Habitats 周期性生境中具有非局部散布的退化延迟系统的传播动力学
IF 3 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-06-06 DOI: 10.1007/s00332-024-10048-0
Rong Zhou, Shi-Liang Wu, Xiong-Xiong Bao

In this paper, we study the existence of spread speeds and periodic traveling waves for a class of space–time periodic and degenerate cooperative systems with nonlocal dispersal and delays. In order to characterize the spread speeds, we first establish the principal eigenvalue theory for linear space–time periodic and degenerate systems with nonlocal dispersal and delays and give some sufficient conditions for the existence of the principal eigenvalue. Then, we prove the existence of a single spreading speed and give the computational formulae of it. Finally, we generalize the monotone iteration scheme combined with the method of sub–super-solutions to prove the existence of the space–time periodic traveling waves.

本文研究了一类具有非局部分散和延迟的时空周期和退化合作系统的传播速度和周期行波的存在性。为了描述传播速度的特征,我们首先建立了具有非局部分散和延迟的线性时空周期和退化系统的主特征值理论,并给出了主特征值存在的一些充分条件。然后,我们证明了单一扩散速度的存在,并给出了其计算公式。最后,我们将单调迭代方案与子超解方法相结合,证明了时空周期性行波的存在性。
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引用次数: 0
Nonuniqueness of Generalised Weak Solutions to the Primitive and Prandtl Equations 原始方程和普朗特方程广义弱解的非唯一性
IF 3 2区 数学 Q1 Mathematics Pub Date : 2024-05-27 DOI: 10.1007/s00332-024-10032-8
Daniel W. Boutros, Simon Markfelder, Edriss S. Titi

We develop a convex integration scheme for constructing nonunique weak solutions to the hydrostatic Euler equations (also known as the inviscid primitive equations of oceanic and atmospheric dynamics) in both two and three dimensions. We also develop such a scheme for the construction of nonunique weak solutions to the three-dimensional viscous primitive equations, as well as the two-dimensional Prandtl equations. While in Boutros et al. (Calc Var Partial Differ Equ 62(8):219, 2023) the classical notion of weak solution to the hydrostatic Euler equations was generalised, we introduce here a further generalisation. For such generalised weak solutions, we show the existence and nonuniqueness for a large class of initial data. Moreover, we construct infinitely many examples of generalised weak solutions which do not conserve energy. The barotropic and baroclinic modes of solutions to the hydrostatic Euler equations (which are the average and the fluctuation of the horizontal velocity in the z-coordinate, respectively) that are constructed have different regularities.

我们开发了一种凸积分方案,用于构建二维和三维静水欧拉方程(也称为海洋和大气动力学的无粘性原始方程)的非唯一弱解。我们还为构建三维粘性原始方程和二维普朗特方程的非唯一弱解开发了这样一种方案。在布特罗斯等人(Calc Var Partial Differ Equ 62(8):219, 2023)的文章中,对静水欧拉方程的经典弱解概念进行了概括,而我们在此引入了进一步的概括。对于这种广义弱解,我们证明了一大类初始数据的存在性和非唯一性。此外,我们还构建了无限多的广义弱解实例,这些广义弱解不保存能量。所构建的静力学欧拉方程的气压和气压线性解(分别是水平速度在 z 坐标上的平均值和波动值)具有不同的规律性。
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引用次数: 0
Predicting the Emergence of Localised Dihedral Patterns in Models for Dryland Vegetation 预测旱地植被模型中局部二面体模式的出现
IF 3 2区 数学 Q1 Mathematics Pub Date : 2024-05-25 DOI: 10.1007/s00332-024-10046-2
Dan J. Hill

Localised patterns are often observed in models for dryland vegetation, both as peaks of vegetation in a desert state and as gaps within a vegetated state, known as ‘fairy circles’. Recent results from radial spatial dynamics show that approximations of localised patterns with dihedral symmetry emerge from a Turing instability in general reaction–diffusion systems, which we apply to several vegetation models. We present a systematic guide for finding such patterns in a given reaction–diffusion model, during which we obtain four key quantities that allow us to predict the qualitative properties of our solutions with minimal analysis. We consider four well-established vegetation models and compute their key predictive quantities, observing that models which possess similar values exhibit qualitatively similar localised patterns; we then complement our results with numerical simulations of various localised states in each model. Here, localised vegetation patches emerge generically from Turing instabilities and act as transient states between uniform and patterned environments, displaying complex dynamics as they evolve over time.

在旱地植被模型中经常观察到局部模式,既有沙漠状态下的植被峰值,也有植被状态下的间隙,即所谓的 "仙女圈"。径向空间动力学的最新研究结果表明,在一般反应扩散系统中,图灵不稳定性会产生具有二面体对称性的局部模式近似值,我们将其应用于多个植被模型。我们提出了在给定的反应扩散模型中寻找这种模式的系统指南,在这一过程中,我们获得了四个关键量,使我们能够通过最少的分析预测解的定性属性。我们考虑了四种成熟的植被模型,并计算了它们的关键预测量,观察到具有相似值的模型会表现出质地相似的局部模式;然后,我们对每个模型中的各种局部状态进行了数值模拟,以补充我们的结果。在这里,局部植被斑块一般由图灵不稳定性产生,是均匀环境与模式化环境之间的瞬态,随着时间的推移而呈现复杂的动态变化。
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引用次数: 0
期刊
Journal of Nonlinear Science
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