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A kinetic description for the electromagnetic response of the charged particles to Chern–Simons gauge fields 带电粒子对切尔诺-西蒙斯量规场的电磁响应的动力学描述
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-21 DOI: 10.1016/j.physd.2024.134409
Jeongho Kim , Bora Moon , Jinyeong Park
In this paper, we introduce the Vlasov–Chern–Simons (VCS) equation, a Vlasov-type equation that describes the two-dimensional dynamics of charged particles affected by the Chern–Simons electromagnetic potentials. First, we derive the VCS equation from the Chern–Simons–Schrödinger equations, a quantum mechanical model for the particle affected by Chern–Simons gauge fields, via the Wigner transform. Subsequently, we study the local-in-time well-posedness for the strong solution and the global-in-time existence for weak solutions to the VCS equation, respectively. Additionally, we propose a simple semi-Lagrangian numerical scheme for solving the VCS equation and validate the conservation of total moments and Lp-norms through numerical tests.
本文介绍了弗拉索夫-切尔恩-西蒙斯(VCS)方程,这是一个描述受切尔恩-西蒙斯电磁势影响的带电粒子二维动力学的弗拉索夫型方程。首先,我们通过维格纳变换从 Chern-Simons-Schrödinger 方程推导出 VCS 方程,该方程是受 Chern-Simons 规量场影响的粒子的量子力学模型。随后,我们分别研究了 VCS 方程强解的局部时间内好求和弱解的全局时间内存在性。此外,我们还提出了求解 VCS 方程的简单半拉格朗日数值方案,并通过数值测试验证了总矩和 Lp 矩的守恒性。
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引用次数: 0
On thermally driven fluid flows arising in astrophysics 关于天体物理学中出现的热驱动流体流
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-16 DOI: 10.1016/j.physd.2024.134401
Nilasis Chaudhuri , Eduard Feireisl , Ewelina Zatorska , Bogusław Zegarliński
We investigate a potential model for an unbounded celestial bodies of finite mass composed of a solid core and a gaseous atmosphere. The system is governed by the Navier–Stokes–Fourier–Poisson equations, incorporating no-slip boundary conditions for velocity and a specified temperature distribution on the surface of the solid core. Additionally, a positive far-field condition is imposed on the temperature. This manuscript extends the mathematical theory of open fluid systems to unbounded exterior domains addressing these physically motivated yet highly challenging combination of boundary conditions. Notably, we establish the existence of global-in-time weak solutions and demonstrate the weak–strong uniqueness principle
我们研究了由固态内核和气态大气组成的无边界有限质量天体的势能模型。该系统受纳维埃-斯托克斯-傅里叶-泊松方程支配,包含速度的无滑动边界条件和固体内核表面的指定温度分布。此外,还对温度施加了正远场条件。本手稿将开放流体系统的数学理论扩展到了无界外部域,以解决这些具有物理动机但又极具挑战性的边界条件组合问题。值得注意的是,我们建立了全局时间弱解的存在性,并证明了弱-强唯一性原理
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引用次数: 0
Impact of multiplexing noise on multilayer networks of bistable maps 多路复用噪声对双稳态映射多层网络的影响
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-16 DOI: 10.1016/j.physd.2024.134397
N. Nikishina , E. Rybalova , A. Zakharova , G. Strelkova , T. Vadivasova
We explore numerically the complex dynamics of multilayer networks (consisting of three and one hundred layers) of cubic maps in the presence of noise-modulated interlayer coupling (multiplexing noise). The coupling strength is defined by independent discrete-time sources of color Gaussian noise. Uncoupled layers can demonstrate different complex structures, such as double-well chimeras, coherent and spatially incoherent regimes. Regions of partial synchronization of these structures are identified in the presence of multiplexing noise. We elucidate how synchronization of a three-layer network depends on the initially observed structures in the layers and construct synchronization regions in the plane of multiplexing noise parameters “noise spectrum width – noise intensity”. It is shown that in a hundred-layer network, clusters of synchronized layers can be formed at certain optimal values of multiplexing noise parameters. The performed numerical studies confidently indicate that the spatial dynamics of multilayer networks can be controlled by varying multiplexing noise parameters.
我们从数值上探索了在噪声调制的层间耦合(复用噪声)存在的情况下,立方体地图多层网络(由三层和一百层组成)的复杂动态。耦合强度由独立的离散时间彩色高斯噪声源定义。无耦合层可显示出不同的复杂结构,如双孔嵌合体、相干和空间不相干状态。在存在多路复用噪声的情况下,可以识别出这些结构的部分同步区域。我们阐明了三层网络的同步如何取决于最初观察到的各层结构,并在多路复用噪声参数 "噪声频谱宽度-噪声强度 "平面上构建了同步区域。结果表明,在百层网络中,在复用噪声参数的某些最佳值下,可以形成同步层群。所进行的数值研究清楚地表明,多层网络的空间动力学可以通过改变多路复用噪声参数来控制。
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引用次数: 0
Semi-analytical computation of bifurcation of orbits near collinear libration point in the restricted three-body problem 受限三体问题中碰撞自由点附近轨道分岔的半解析计算
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-13 DOI: 10.1016/j.physd.2024.134404
Mingpei Lin , Tong Luo , Hayato Chiba
A unified semi-analytical solution is presented for constructing the phase space near collinear libration points in the Circular Restricted Three-body Problem (CRTBP), encompassing Lissajous orbits, quasihalo orbits, Axial orbits, and their invariant manifolds, as well as transit and non-transit orbits. Based on classical in-plane and out-of-plane frequency resonance mechanisms, the Lindstedt–Poincaré method could only derive separate analytical solutions for the invariant manifolds of Lissajous orbits and halo orbits, falling short for the invariant manifolds of quasihalo orbits. In this paper, by introducing a coupling coefficient η and a bifurcation equation, a unified series solution for these orbits is systematically developed using a coupling-induced bifurcation mechanism and Lindstedt–Poincaré method. Analyzing the bifurcation equation obtained from different coupling forms reveals bifurcation conditions for all kinds of orbits near collinear libration points. When η = 0, the series solution describes non-bifurcated orbits, while when η ≠ 0, the solution describes bifurcated orbits, including quasihalo orbits, Axial orbits, and their invariant manifolds, as well as newly bifurcated transit and non-transit orbits. This unified semi-analytical framework provides a more comprehensive understanding of the complex phase space structures near collinear libration points in the CRTBP.
本文提出了一种统一的半解析解,用于构建环形受限三体问题(CRTBP)中碰撞天平点附近的相空间,包括利萨如轨道、准光轨道、轴轨道及其不变流形,以及凌日轨道和非凌日轨道。基于经典的面内和面外频率共振机制,Lindstedt-Poincaré 方法只能分别求出 Lissajous 轨道和光环轨道的不变流形的解析解,而准光环轨道的不变流形的解析解则不尽人意。本文通过引入耦合系数η和分岔方程,利用耦合诱导的分岔机制和林斯特-普因卡雷方法,系统地建立了这些轨道的统一级数解。通过分析不同耦合形式得到的分岔方程,揭示了碰撞天平点附近各种轨道的分岔条件。当 η = 0 时,序列解描述的是非分岔轨道;而当 η ≠ 0 时,解描述的是分岔轨道,包括准晕轨道、轴轨道及其不变流形,以及新分岔的过境轨道和非过境轨道。这种统一的半分析框架使我们能够更全面地理解 CRTBP 碰撞天平点附近的复杂相空间结构。
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引用次数: 0
Riemann theta function solutions to the semi-discrete Boussinesq equations 半离散布辛斯克方程的黎曼 Theta 函数解
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-10 DOI: 10.1016/j.physd.2024.134398
Yaru Xu , Xianguo Geng , Yunyun Zhai
The hierarchy of the semi-discrete Boussinesq equations associated with a discrete 4 × 4 matrix spectral problem has been derived by means of the zero-curvature and the Lenard recursion equations. The tetragonal curve is introduced by resorting to the characteristic polynomial of the Lax matrix for the semi-discrete Boussinesq hierarchy, upon which the Baker-Akhiezer functions, meromorphic functions, Abel differentials, and Riemann theta functions are constructed. Finally, we derive the Riemann theta function solutions to the semi-discrete Boussinesq hierarchy.
与离散 4 × 4 矩阵谱问题相关的半离散布西内斯克方程的层次结构是通过零曲率和莱纳德递归方程推导出来的。通过半离散布森斯克层次的 Lax 矩阵的特征多项式引入了四角形曲线,并在此基础上构造了贝克-阿基泽函数、子形态函数、阿贝尔微分和黎曼 Theta 函数。最后,我们推导出半离散 Boussinesq 层次的黎曼 Theta 函数解。
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引用次数: 0
On the dynamics of point vortices with positive intensities collapsing with the boundary 关于正强度点涡旋随边界塌缩的动力学问题
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-10 DOI: 10.1016/j.physd.2024.134402
Martin Donati , Ludovic Godard-Cadillac , Dragoş Iftimie
In this paper, we study the point-vortex dynamics with positive intensities. We show that in the half-plane and in a disk, collapses of point vortices with the boundary in finite time are impossible, hence the solution of the dynamics is global in time. We also give some necessary conditions for the existence of collapses with the boundary in general smooth bounded domains, in particular, that the trajectory of at least one point vortex has no limit. Some minor results are obtained with unsigned intensities.
本文研究了具有正强度的点涡旋动力学。我们证明,在半平面和圆盘中,点涡旋不可能在有限时间内与边界塌缩,因此动力学解在时间上是全局的。我们还给出了在一般光滑有界域中边界塌陷存在的一些必要条件,特别是至少一个点涡旋的轨迹没有极限。对于无符号强度,我们得到了一些次要结果。
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引用次数: 0
On a nonlinear stochastic fractional differential equation of fluid dynamics 论流体力学的非线性随机分数微分方程
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-10 DOI: 10.1016/j.physd.2024.134400
Marc Jornet , Juan J. Nieto
We deal with a nonlinear stochastic fractional differential equation, in the Caputo and Itô senses, that generalizes important models of fluid dynamics, such as the Bagley–Torvik and the Basset equations. We investigate the integral formulation, existence, uniqueness, moment bounds, and continuity with respect to input data. Some conjectures are raised.
我们研究的是 Caputo 和 Itô 意义上的非线性随机分数微分方程,它概括了重要的流体动力学模型,如 Bagley-Torvik 和 Basset 方程。我们研究了积分公式、存在性、唯一性、矩界以及与输入数据相关的连续性。我们还提出了一些猜想。
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引用次数: 0
On synchronization of random nonlinear complex networks 论随机非线性复杂网络的同步性
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-09 DOI: 10.1016/j.physd.2024.134396
Zhicheng Zhang , Yan Zhang , Yingxue Du
Traditionally, stochastic disturbances arising in complex networks are often assumed to be drawn from a Wiener process, potentially limiting their applicability in real engineering scenarios. To address this limitation, we incorporate randomness to quantify the stochastic disturbances within a group of participating individuals, thereby establishing random nonlinear complex networks in a directed interacting setting. Subsequently, we demonstrate that the maximal existence interval of the unique solution to the underlying systems is determined by the properties of the associated noise and the specified Lipschitz constant. Building on this, we further show that, by making use of supermartingale and Lyapunov-based techniques, the almost sure synchronization condition of the investigated random complex system is determined by the communication topology, weight gain, and the number of participating agents. Additionally, we discuss synchronization problems within strongly connected and undirected graphs. Finally, we validate the proposed method using Chen systems.
传统上,复杂网络中出现的随机干扰通常被假定为来自维纳过程,这可能会限制其在实际工程场景中的应用。为了解决这一局限性,我们在一组参与个体中加入随机性来量化随机干扰,从而在有向交互环境中建立随机非线性复杂网络。随后,我们证明底层系统唯一解的最大存在区间是由相关噪声的特性和指定的 Lipschitz 常数决定的。在此基础上,我们进一步证明,利用基于超马尔廷和 Lyapunov 的技术,所研究的随机复合系统的几乎确定同步条件由通信拓扑、权重增益和参与代理的数量决定。此外,我们还讨论了强连接图和无向图中的同步问题。最后,我们使用 Chen 系统验证了所提出的方法。
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引用次数: 0
Prediction of spatiotemporal dynamics using deep learning: Coupled neural networks of long short-terms memory, auto-encoder and physics-informed neural networks 利用深度学习预测时空动态:长短期记忆耦合神经网络、自动编码器和物理信息神经网络
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-09 DOI: 10.1016/j.physd.2024.134399
Ziyang Zhang , Feifan Zhang , Weixi Gong , Tailai Chen , Luowei Tan , Heng Gui
Several classic reaction-diffusion models using partial differential equations (PDEs) have been established to elucidate the formation mechanism of vegetation patterns. However, predictive modeling of complex spatiotemporal dynamics using traditional numerical methods can be significantly challenging in many practical scenarios. Physics-Informed Neural Networks (PINNs) provide a new approach to predict the solution of PDEs. However, the generalization of PINNs is not satisfactory when pretrained PINNs is directly used in non-trained space (defined as explorations). This may be attributed to the lack of training in the time dimension. Therefore, a framework (LA-PINNs) is proposed to predict the evolutionary solution of the non-dimensional vegetation-sand model. The framework couples neural networks of Long-Short Terms Memory, Auto-Encoder and Physics-Informed Neural Networks. The predictions of LA-PINNs are much better than those of PINNs. Then we studied the effects of hyperparameters on the accuracy of predictions. Based on training in time dimension by LSTM module and pretraining for quick-training strategy, LA-PINNs can improve the accuracy of explorations.
为了阐明植被形态的形成机制,人们利用偏微分方程(PDEs)建立了一些经典的反应-扩散模型。然而,在许多实际情况下,使用传统数值方法对复杂的时空动态进行预测建模具有很大的挑战性。物理信息神经网络(PINNs)为预测 PDEs 的解提供了一种新方法。然而,当预训练的 PINNs 直接用于非训练空间(定义为探索)时,PINNs 的泛化效果并不理想。这可能是由于缺乏时间维度的训练。因此,我们提出了一个框架(LA-PINNs)来预测非维度植被-沙地模型的演化解。该框架结合了长短期记忆神经网络、自动编码器和物理信息神经网络。LA-PINNs 的预测结果比 PINNs 好得多。然后,我们研究了超参数对预测准确性的影响。基于 LSTM 模块的时间维度训练和快速训练策略的预训练,LA-PINNs 可以提高探索的准确性。
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引用次数: 0
Lump type solutions: Bäcklund transformation and spectral properties 块状解:贝克隆变换和光谱特性
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-05 DOI: 10.1016/j.physd.2024.134394
Yong Liu , Jun-Cheng Wei , Wen Yang
There are various different ways to obtain traveling waves of lump type(higher order lumps) for the KP-I equation. We propose a general and simple approach to derive them via a Bäcklund transformation. This enables us to establish an explicit connection between those lower energy solutions and higher energy ones. Based on this construction, spectral analysis of the degree 6 solutions is then carried out in details. The analysis of higher energy ones can be done in an inductive way.
对于 KP-I 方程,有多种不同的方法可以获得块状(高阶块状)的行波。我们提出了一种通用而简单的方法,通过贝克隆变换推导出它们。这使我们能够在这些低能解与高能解之间建立明确的联系。在此基础上,我们对 6 级解进行了详细的频谱分析。对高能量解的分析可以通过归纳的方式进行。
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引用次数: 0
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Physica D: Nonlinear Phenomena
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