Physica D: Nonlinear Phenomena最新文献

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Inverse scattering transform for the focusing PT-symmetric nonlinear Schrödinger equation with nonzero boundary conditions: Higher-order poles and multi-soliton solutions
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134466
Chuanxin Xu , Tao Xu , Min Li , Yehui Huang
{"title":"Inverse scattering transform for the focusing PT-symmetric nonlinear Schrödinger equation with nonzero boundary conditions: Higher-order poles and multi-soliton solutions","authors":"Chuanxin Xu ,&nbsp;Tao Xu ,&nbsp;Min Li ,&nbsp;Yehui Huang","doi":"10.1016/j.physd.2024.134466","DOIUrl":"10.1016/j.physd.2024.134466","url":null,"abstract":"<div><div>In this paper, we extend the theory of inverse scattering transform for the focusing PT-symmetric nonlinear Schrödinger equation with nonzero boundary conditions by considering the reciprocals of scattering coefficients have multiple higher-order poles. For the inverse problem with the presence of simple, double and triple poles, we study the pole contributions, trace formulas and reconstruction formulas. On the other hand, we present the general N-soliton solutions in the determinant form for the reflectionless case, and particularly analyze the dynamics of heteroclinic multi-soliton solutions which admit the asymptotic phase difference <span><math><mi>π</mi></math></span> as <span><math><mrow><mi>x</mi><mo>→</mo><mo>±</mo><mi>∞</mi></mrow></math></span>. It turns out that the solutions are nonsingular with a wide range of parameters and can display abundant multi-soliton interactions. The discrete eigenvalues correspond to two different localized waves: one is the conventional soliton exhibiting the dark/antidark profile, the other is the heteroclinic breather-like wave. In addition, the asymptotic solitons associated to the double- or triple-pole eigenvalues are localized in some logarithmical curves, and thus they have the variable velocities with the time dependence of attenuation.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134466"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143162934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Consensus and bipartite consensus in graphon models for opinion dynamics on the sphere
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134503
Zhengyang Qiao, Yicheng Liu, Xiao Wang
{"title":"Consensus and bipartite consensus in graphon models for opinion dynamics on the sphere","authors":"Zhengyang Qiao,&nbsp;Yicheng Liu,&nbsp;Xiao Wang","doi":"10.1016/j.physd.2024.134503","DOIUrl":"10.1016/j.physd.2024.134503","url":null,"abstract":"<div><div>In this article, we establish an infinite-dimensional model on the sphere for opinion dynamics based on the graph limit procedure and study consensus formation of this graphon model. Firstly, we show the existence and uniqueness of solutions for the graphon model under consideration and provide a rigorous mathematical proof of the graph limits. Then we present sufficient conditions for the emergence of consensus and bipartite consensus within our system. In the case of bipartite consensus, our results indicate that even in the absence of interactions among agents within a subgroup, they can still achieve consensus by collectively opposing the opinions of the other subgroup. Finally, we provide a series of numerical simulations to illustrate our findings.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134503"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143163176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Learning governing equations of unobserved states in dynamical systems
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134499
Gevik Grigorian , Sandip V. George , Simon Arridge
{"title":"Learning governing equations of unobserved states in dynamical systems","authors":"Gevik Grigorian ,&nbsp;Sandip V. George ,&nbsp;Simon Arridge","doi":"10.1016/j.physd.2024.134499","DOIUrl":"10.1016/j.physd.2024.134499","url":null,"abstract":"<div><div>Data-driven modelling and scientific machine learning have been responsible for significant advances in determining suitable models to describe data. Within dynamical systems, neural ordinary differential equations (ODEs), where the system equations are set to be governed by a neural network, have become a popular tool for this challenge in recent years. However, less emphasis has been placed on systems that are only partially-observed. In this work, we employ a hybrid neural ODE structure, where the system equations are governed by a combination of a neural network and domain-specific knowledge, together with symbolic regression (SR), to learn governing equations of partially-observed dynamical systems. We test this approach on two case studies: A 3-dimensional model of the Lotka–Volterra system and a 5-dimensional model of the Lorenz system. We demonstrate that the method is capable of successfully learning the true underlying governing equations of unobserved states within these systems, with robustness to measurement noise.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134499"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143163330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the compactness of the support of solitary waves of the complex saturated nonlinear Schrödinger equation and related problems
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134516
Pascal Bégout , Jesús Ildefonso Díaz
{"title":"On the compactness of the support of solitary waves of the complex saturated nonlinear Schrödinger equation and related problems","authors":"Pascal Bégout ,&nbsp;Jesús Ildefonso Díaz","doi":"10.1016/j.physd.2024.134516","DOIUrl":"10.1016/j.physd.2024.134516","url":null,"abstract":"<div><div>We study the vectorial stationary Schrödinger equation <span><math><mrow><mo>−</mo><mi>Δ</mi><mi>u</mi><mo>+</mo><mi>a</mi><mspace></mspace><mi>U</mi><mo>+</mo><mi>b</mi><mspace></mspace><mi>u</mi><mo>=</mo><mi>F</mi></mrow></math></span>, with a saturated nonlinearity <span><math><mrow><mi>U</mi><mo>=</mo><mi>u</mi><mo>/</mo><mrow><mo>|</mo><mi>u</mi><mo>|</mo></mrow></mrow></math></span> and with some complex coefficients <span><math><mrow><mrow><mo>(</mo><mi>a</mi><mo>,</mo><mi>b</mi><mo>)</mo></mrow><mo>∈</mo><msup><mrow><mi>ℂ</mi></mrow><mrow><mn>2</mn></mrow></msup></mrow></math></span>. Besides the existence and uniqueness of solutions for the Dirichlet and Neumann problems, we prove the compactness of the support of the solution, under suitable conditions on <span><math><mrow><mo>(</mo><mi>a</mi><mo>,</mo><mi>b</mi><mo>)</mo></mrow></math></span> and even when the source in the right hand side <span><math><mrow><mi>F</mi><mrow><mo>(</mo><mi>x</mi><mo>)</mo></mrow></mrow></math></span> is not vanishing for large values of <span><math><mrow><mo>|</mo><mi>x</mi><mo>|</mo></mrow></math></span>. The proof of the compactness of the support uses a local energy method, given the impossibility of applying the maximum principle. We also consider the associate Schrödinger–Poisson system when coupling with a simple magnetic field. Among other consequences, our results give a rigorous proof of the existence of “solitons with compact support” claimed, without any proof, by several previous authors.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134516"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143163347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Response analysis of vibro-impact systems under periodic and random excitations
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134476
Yahui Sun , Joseph Páez Chávez , Yang Liu , Przemysław Perlikowski
{"title":"Response analysis of vibro-impact systems under periodic and random excitations","authors":"Yahui Sun ,&nbsp;Joseph Páez Chávez ,&nbsp;Yang Liu ,&nbsp;Przemysław Perlikowski","doi":"10.1016/j.physd.2024.134476","DOIUrl":"10.1016/j.physd.2024.134476","url":null,"abstract":"<div><div>Uncertainties in factors, such as temperature, humidity, and external loads can significantly impact the performance of vibro-impact systems. Effectively managing these uncertainties is essential to ensure the reliability, safety, and performance of engineering systems in real-world operating conditions. This study presents an efficient and straightforward approach to analyze the response of vibro-impact systems subjected to both periodic and random excitations. The method estimates critical noise intensity levels that lead to dangerous noise-induced bifurcations by utilizing confidence ellipses and the global structure of the deterministic system. Furthermore, the most probable locations for stochastic attractor jumps are identified based on the evolution of the maximum eigenvalue of the stochastic sensitivity function over one period of excitation. The proposed method is validated through the analysis of both single- and two-degree-of-freedom impact oscillators. These findings provide a robust framework for predicting complex dynamic behaviors, thereby enhancing the design and application of vibro-impact systems across various engineering fields.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134476"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143163511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Existence of dark solitons for Kundu–Eckhaus equations
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2025.134522
Ling Pan, Shihui Zhu
{"title":"Existence of dark solitons for Kundu–Eckhaus equations","authors":"Ling Pan,&nbsp;Shihui Zhu","doi":"10.1016/j.physd.2025.134522","DOIUrl":"10.1016/j.physd.2025.134522","url":null,"abstract":"<div><div>This paper focuses on dark solitons and periodic solitary wave solutions for Kundu–Eckhaus equations without and with a strong generic delay, respectively. First, in terms of the dynamic system arguments, new dark solitons and periodic solitary wave solutions for the Kundu–Eckhaus equation without delay are obtained by integrating along different orbits. Then, the limits and modulation stability of the solutions of the Kundu–Eckhaus equation are investigated. Finally, the existence of two dark solitons and two periodic solitary wave solutions for Kundu–Eckhaus equations with a strong generic delays is proven via geometric singular perturbation theory.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134522"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143164495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Inverse scattering transform and the soliton solution of the discrete Ablowitz–Ladik equation
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134517
Yin Li , Meisen Chen
{"title":"Inverse scattering transform and the soliton solution of the discrete Ablowitz–Ladik equation","authors":"Yin Li ,&nbsp;Meisen Chen","doi":"10.1016/j.physd.2024.134517","DOIUrl":"10.1016/j.physd.2024.134517","url":null,"abstract":"<div><div>This paper studies the discrete Ablowitz–Ladik equation via the Riemann-Hilbert (RH) approach. By its matrix spectral problem and Lax pair, the Jost solution and the reflection coefficients are constructed. Based on the zero curvature formulation, we assume that there are higher-order zeros for the scattering coefficient <span><math><mrow><mi>a</mi><mrow><mo>(</mo><mi>λ</mi><mo>)</mo></mrow></mrow></math></span>, and construct the corresponding RH problem. The inverse scattering transform of the discrete Ablowitz–Ladik equation is presented by the matrix spectral problem, the reconstruction formula and the RH problem, which enables us to obtain the multiple-pole solutions. And then the dynamics of one-and two-soliton solutions are discussed and presented graphically. Compared with simple-pole solutions, multiple-pole solutions possess more complicated profiles.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134517"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143164499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Particle transport and finite-size effects in Lorentz channels with finite horizons
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134512
Emilio N.M. Cirillo , Matteo Colangeli , Martin Kröger , Lamberto Rondoni
{"title":"Particle transport and finite-size effects in Lorentz channels with finite horizons","authors":"Emilio N.M. Cirillo ,&nbsp;Matteo Colangeli ,&nbsp;Martin Kröger ,&nbsp;Lamberto Rondoni","doi":"10.1016/j.physd.2024.134512","DOIUrl":"10.1016/j.physd.2024.134512","url":null,"abstract":"<div><div>Particle transport is investigated in a finite-size realization of the classical Lorentz gas model. We consider point particles moving at constant speed in a 2D rectangular strip of finite length, filled with circular scatterers sitting at the vertices of a triangular lattice. Particles are injected at the left boundary with a prescribed rate, undergo specular reflections when colliding with the scatterers and the horizontal boundaries of the channel, and are finally absorbed at the left or the right boundary. Thanks to the equivalence with give Correlated Random Walks, in the finite horizon case, we show that the inverse probability that a particle exits through the right boundary depends linearly on the number of cells in the channel. A non-monotonic behavior of such probability as a function of the density of scatterers is also discussed and traced back analytically to the geometric features of a single trap. This way, we do not refer to asymptotic quantities and we accurately quantify the finite size effects. Our deterministic model provides a microscopic support for a variety of phenomenological laws, <em>e.g.</em> the Darcy’s law for porous media and the Ohm’s law in electronic transport.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134512"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143162860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Learning dynamical systems from noisy data with inverse-explicit integrators
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134471
Elena Celledoni , Sølve Eidnes , Håkon Noren Myhr
{"title":"Learning dynamical systems from noisy data with inverse-explicit integrators","authors":"Elena Celledoni ,&nbsp;Sølve Eidnes ,&nbsp;Håkon Noren Myhr","doi":"10.1016/j.physd.2024.134471","DOIUrl":"10.1016/j.physd.2024.134471","url":null,"abstract":"<div><div>We introduce the mean inverse integrator (MII), a novel approach that improves accuracy when training neural networks to approximate vector fields of dynamical systems using noisy data. This method can be used to average multiple trajectories obtained by numerical integrators such as Runge–Kutta methods. We show that the class of mono-implicit Runge–Kutta methods (MIRK) offers significant advantages when used in connection with MII. When training vector field approximations, explicit expressions for the loss functions are obtained by inserting the training data in the MIRK formulae. This allows the use of symmetric and high-order integrators without requiring the solution of non-linear systems of equations. The combined approach of applying MIRK within MII yields a significantly lower error compared to the plain use of the numerical integrator without averaging the trajectories. This is demonstrated with extensive numerical experiments using data from chaotic and high-dimensional Hamiltonian systems. Additionally, we perform a sensitivity analysis of the loss functions under normally distributed perturbations, providing theoretical support for the favorable performance of MII and symmetric MIRK methods.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134471"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143162904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The dynamics of a self-exciting homopolar dynamo system
IF 2.7 3区 数学
Physica D: Nonlinear Phenomena Pub Date : 2025-02-01 DOI: 10.1016/j.physd.2024.134474
Qi Meng, Yulin Zhao
{"title":"The dynamics of a self-exciting homopolar dynamo system","authors":"Qi Meng,&nbsp;Yulin Zhao","doi":"10.1016/j.physd.2024.134474","DOIUrl":"10.1016/j.physd.2024.134474","url":null,"abstract":"<div><div>The periodic orbits of the Hide’s dynamo system, which is simplified from a self-exciting homopolar dynamo equation introduced by Hide et al. (1996), were studied by Swinnerton-Dyer and Wagenknecht (2008). In this paper, we study the Hopf bifurcation and Bogdanov–Takens bifurcation of the Hide’s dynamo system. Although Swinnerton-Dyer and Wagenknecht have already shown that the Hide’s dynamo system can undergo supercritical Hopf bifurcation and subcritical Hopf bifurcation, they provided only a brief review and did not give a detailed derivation. We give a rigorous derivation of the Hopf bifurcation, and show that the Hide’s dynamo system undergoes degenerate Hopf bifurcation of codimension two. For the Bogdanov–Takens bifurcation, it is shown that the Hide’s dynamo system admits Bogdanov–Takens bifurcation of codimension two and degenerate Bogdanov–Takens bifurcation of codimension three. These bifurcation phenomena give rise to several dynamical behaviors, including double limit cycles and homoclinic orbits.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":"472 ","pages":"Article 134474"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143162910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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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