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Ren Y, Guo L, Cao XW, Duan L. Various solitons induced by relative phase in the nonlinear Schrödinger Maxwell-Bloch system. CHAOS (WOODBURY, N.Y.) 2024; 34:013111. [PMID: 38198679 DOI: 10.1063/5.0167062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024]
Abstract
We study the effect of relative phase on the characteristics of rogue waves and solitons described by rational solutions in the nonlinear Schrödinger Maxwell-Bloch system. We derived the rational rogue wave and soliton solutions with adjustable relative phase and present the parameter range of different types of rogue waves and solitons. Our findings show that the relative phase can alter the distribution of rational solitons and even change the type of rational solitons, leading to a rich array of rational soliton types by adjusting the relative phase. However, the relative phase does not affect the structure of the rogue wave, because the relative phase of the rogue wave changes during evolution. In particular, we confirm that the rational solitons with varying relative phases and the rogue waves at corresponding different evolution positions share the same distribution mode. This relationship holds true for rogue waves or breathers and their stable counterparts solitons or periodic waves in different nonlinear systems. The implications of our study are significant for exploring fundamental excitation elements in nonlinear systems.
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Affiliation(s)
- Yang Ren
- School of Mechanical and Material Engineering, Xi'an University, 710065 Xi'an, China
| | - Liang Guo
- School of Mechanical and Material Engineering, Xi'an University, 710065 Xi'an, China
| | - Xin-Wei Cao
- School of Mechanical and Material Engineering, Xi'an University, 710065 Xi'an, China
| | - Liang Duan
- School of Physics and Astronomy, Shanghai Jiao Tong University, 200240 Shanghai, China
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2
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Liu H, Wang L, Zhang Y, Lu G, Liu L. Prediction of phase transition and time-varying dynamics of the (2+1)-dimensional Boussinesq equation by parameter-integrated physics-informed neural networks with phase domain decomposition. Phys Rev E 2023; 108:045303. [PMID: 37978704 DOI: 10.1103/physreve.108.045303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 09/13/2023] [Indexed: 11/19/2023]
Abstract
A meaningful topic that needs to be explored in the field of nonlinear waves is whether a neural network can reveal the phase transition of different types of waves and novel dynamical properties. In this paper, a physics-informed neural network (PINN) with parameters is used to explore the phase transition and time-varying dynamics of nonlinear waves of the (2+1)-dimensional Boussinesq equation describing the propagation of gravity waves on the surface of water. We embed the physical parameters into the neural network for this purpose. Via such algorithm, we find the exact boundary of the phase transition that distinguishes the periodic lump chain and transformed wave, and the inexact boundaries of the phase transition for various transformed waves are detected through PINNs with phase domain decomposition. In particular, based only on the simple soliton solution, we discover types of nonlinear waves as well as their interesting time-varying properties for the (2+1)-dimensional Boussinesq equation. We further investigate the stability by adding noise to the initial data. Finally, we perform the parameters discovery of the equation in the case of data with and without noise, respectively. Our paper introduces deep learning into the study of the phase transition of nonlinear waves and paves the way for intelligent explorations of the unknown properties of waves by means of the PINN technique with a simple solution and small data set.
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Affiliation(s)
- Haiyi Liu
- School of Mathematics and Physics, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Lei Wang
- School of Mathematics and Physics, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Yabin Zhang
- School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Gui Lu
- School of Energy Power and Mechanical Engineering, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Lei Liu
- College of Mathematics and Statistics, Chongqing University, Chongqing 401331, People's Republic of China
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Liu XS, Xu HX, Qin YH, Duan L. Excitation of mirror symmetry higher-order rational soliton in modulation stability regimes on continuous wave background. CHAOS (WOODBURY, N.Y.) 2022; 32:123105. [PMID: 36587323 DOI: 10.1063/5.0106915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 11/03/2022] [Indexed: 06/17/2023]
Abstract
We study the relationship between the structures of the nonlinear localized waves and the distribution characteristics of the modulation stability regime in a nonlinear fiber with both third-order and fourth-order effects. On the background frequency and background amplitude plane, the modulation stability region consists of two symmetric curves on the left and right and a point on the symmetry axis. We find that the higher-order excitation characteristics are obviously different at different positions in the modulation stability region. Their excitation characteristics are closely related to the modulation instability distribution characteristics of the system. It is shown that asymmetric high-order rational solitons are excited at the left and right stable curves, and the symmetric one is excited at the stable points. Interestingly, the asymmetric higher-order rational solitons on the left and right sides are mirror-symmetrical to each other, which coincides with the symmetry of the modulation instability distribution. These results can deepen our understanding of the relationship between nonlinear excitation and modulation instability and enrich our knowledge about higher-order nonlinear excitations.
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Affiliation(s)
- Xiang-Shu Liu
- School of Physics and Electrical Engineering, Liupanshui Normal University, Liupanshui 553004, China
| | - Han-Xiang Xu
- Research Institute for Interdisciplinary Science, Okayama University, Okayama 700-8530, Japan
| | - Yan-Hong Qin
- School of Mathematics, South China University of Technology, Guangzhou 510640, China
| | - Liang Duan
- School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China
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Sun WR, Liu L, Kevrekidis PG. Rogue waves of ultra-high peak amplitude: a mechanism for reaching up to a thousand times the background level. Proc Math Phys Eng Sci 2021. [DOI: 10.1098/rspa.2020.0842] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We unveil a mechanism enabling a fundamental rogue wave, expressed by a rational function of fourth degree, to reach a peak amplitude as high as a thousand times the background level in a system of coupled nonlinear Schrödinger equations involving both incoherent and coherent coupling terms with suitable coefficients. We obtain the exact explicit vector rational solutions using a Darboux-dressing transformation. We show that
both
components of such coupled equations can reach extremely high amplitudes. The mechanism is confirmed in direct numerical simulations and its robustness is confirmed upon noisy perturbations. Additionally, we showcase the fact that extremely high peak-amplitude vector fundamental rogue waves (of about 80 times the background level) can be excited even within a
chaotic background field
.
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Affiliation(s)
- Wen-Rong Sun
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People’s Republic of China
| | - Lei Liu
- Beijing Computational Science Research Center, Beijing 100193, People’s Republic of China
| | - P. G. Kevrekidis
- Department of Mathematics and Statistics, University of Massachusetts, Amherst, MA 01003-4515, USA
- Mathematical Institute, University of Oxford, Oxford OX2 6GG, UK
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Gao P, Liu C, Zhao LC, Yang ZY, Yang WL. Modified linear stability analysis for quantitative dynamics of a perturbed plane wave. Phys Rev E 2020; 102:022207. [PMID: 32942418 DOI: 10.1103/physreve.102.022207] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 07/26/2020] [Indexed: 11/07/2022]
Abstract
We develop linear stability analysis (LSA) to quantitatively predict the dynamics of a perturbed plane wave in nonlinear systems. We take a nonintegrable fiber model with purely fourth-order dispersion as an example to demonstrate this method's effectiveness. For a Gaussian-type initial perturbation with cosine-type modulation on a plane wave, its propagation velocities, periodicity, and localization are predicted successfully, and the range of application is discussed. Importantly, the modulation-instability-induced growth of localized perturbation is proved different from the one of purely periodic perturbation and requires the modification of gain value for more accurate prediction. The method offers a needful supplement and improvement for LSA and paves a way to study the dynamics of a perturbed plane wave in more practical nonlinear systems.
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Affiliation(s)
- Peng Gao
- School of Physics, Northwest University, Xi'an 710069, China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Chong Liu
- School of Physics, Northwest University, Xi'an 710069, China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Li-Chen Zhao
- School of Physics, Northwest University, Xi'an 710069, China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Zhan-Ying Yang
- School of Physics, Northwest University, Xi'an 710069, China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Wen-Li Yang
- School of Physics, Northwest University, Xi'an 710069, China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China.,Institute of Modern Physics, Northwest University, 710069 Xi'an, China
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Su JJ, Gao YT, Deng GF, Jia TT. Solitary waves, breathers, and rogue waves modulated by long waves for a model of a baroclinic shear flow. Phys Rev E 2019; 100:042210. [PMID: 31770880 DOI: 10.1103/physreve.100.042210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Indexed: 11/07/2022]
Abstract
Investigated in this paper is a quasigeostrophic two-layer model for the wave packets in a marginally stable or unstable baroclinic shear flow. We find that the wave packets can be modulated by certain long waves, resulting in different behaviors from those in the existing literature. Via the bilinear method, we construct the modulated Nth-order (N=1,2,...) solitary waves, breathers, and rogue waves for the wave-packet equations. Based on the modulation effects of the long waves, the solitary waves are classified into three types, i.e., Type-I, Type-II, and Type-III solitary waves. Type-I solitary waves, without the modulations, are the bell shaped and propagate with constant velocities; Type-II solitary waves, with the weak modulations, are shape changing within a short time and subsequently return to the bell-shaped state; and Type-III solitary waves, with the strong modulations, show not only the variations of shapes but also the appearances, splits, combinations, and disappearances of certain bulges in the evolution. For the interaction between the two unmodulated solitary waves, two Type-I solitary waves can bring about the oscillations in the interaction zone when they possess different velocities, and bring into being the bound-state, oscillation-state, and bi-oscillation-state solitary waves when they possess the same velocity. For the two interactive modulated solitary waves, bound-state, oscillation-state, and bi-oscillation-state solitary waves with the short-time variations of shapes or appearances of bulges can occur. Due to the modulations of the long waves, breathers and rogue waves are distorted and stretched, mainly in two aspects: one is the evolution trajectories for the breathers; the other is the shape variations for each element of the breathers and rogue waves. Numbers of the peaks and valleys for the rogue waves are adjustable via the modulations. In addition, modulated breathers and rogue waves can degenerate into the M- or W-shaped or multipeak solitary waves under certain conditions.
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Affiliation(s)
- Jing-Jing Su
- Ministry-of-Education Key Laboratory of Fluid Mechanics and National Laboratory for Computational Fluid Dynamics, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
| | - Yi-Tian Gao
- Ministry-of-Education Key Laboratory of Fluid Mechanics and National Laboratory for Computational Fluid Dynamics, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
| | - Gao-Fu Deng
- Ministry-of-Education Key Laboratory of Fluid Mechanics and National Laboratory for Computational Fluid Dynamics, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
| | - Ting-Ting Jia
- Ministry-of-Education Key Laboratory of Fluid Mechanics and National Laboratory for Computational Fluid Dynamics, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
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Gao P, Duan L, Zhao LC, Yang ZY, Yang WL. Dynamics of perturbations at the critical points between modulation instability and stability regimes. CHAOS (WOODBURY, N.Y.) 2019; 29:083112. [PMID: 31472492 DOI: 10.1063/1.5093161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 07/17/2019] [Indexed: 06/10/2023]
Abstract
We study numerically the evolutions of perturbations at critical points between modulational instability and stability regimes. It is demonstrated that W-shaped solitons and rogue waves can be both excited from weak resonant perturbations at the critical points. The rogue wave excitation at the critical points indicates that rogue wave comes from modulation instability with resonant perturbations, even when the baseband modulational instability is absent. The perturbation differences for generating W-shaped solitons and rogue waves are discussed in detail. These results can be used to generate W-shaped solitons and rogue waves controllably from weak perturbations.
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Affiliation(s)
- Peng Gao
- School of Physics, Northwest University, Xi'an 710069, China
| | - Liang Duan
- School of Physics, Northwest University, Xi'an 710069, China
| | - Li-Chen Zhao
- School of Physics, Northwest University, Xi'an 710069, China
| | - Zhan-Ying Yang
- School of Physics, Northwest University, Xi'an 710069, China
| | - Wen-Li Yang
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
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8
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Duan L, Yang ZY, Gao P, Yang WL. Excitation conditions of several fundamental nonlinear waves on continuous-wave background. Phys Rev E 2019; 99:012216. [PMID: 30780219 DOI: 10.1103/physreve.99.012216] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Indexed: 06/09/2023]
Abstract
We study the excitation conditions of antidark solitons and nonrational W-shaped solitons in a nonlinear fiber with both third-order and fourth-order effects. We show that the relative phase can be used to distinguish antidark solitons and nonrational W-shaped solitons. The excitation conditions of these well-known fundamental nonlinear waves (on a continuous-wave background) can be clarified clearly by the relative phase and three previously reported parameters (background frequency, perturbation frequency, and perturbation energy). Moreover, the numerical simulations from the nonideal initial states also support these theoretical results. These results provide an important complement for the studies on relationship between modulation instability and nonlinear wave excitations, and are helpful for controllable nonlinear excitations in experiments.
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Affiliation(s)
- Liang Duan
- School of Physics, Northwest University, 710069, Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069, Xi'an, China
| | - Zhan-Ying Yang
- School of Physics, Northwest University, 710069, Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069, Xi'an, China
| | - Peng Gao
- School of Physics, Northwest University, 710069, Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069, Xi'an, China
| | - Wen-Li Yang
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069, Xi'an, China
- Institute of Modern Physics, Northwest University, 710069, Xi'an, China
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9
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Duan L, Zhao LC, Xu WH, Liu C, Yang ZY, Yang WL. Soliton excitations on a continuous-wave background in the modulational instability regime with fourth-order effects. Phys Rev E 2017; 95:042212. [PMID: 28505799 DOI: 10.1103/physreve.95.042212] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Indexed: 06/07/2023]
Abstract
We study the correspondence between modulational instability and types of fundamental nonlinear excitation in a nonlinear fiber with both third-order and fourth-order effects. Some soliton excitations are obtained in the modulational instability regime which have not been found in nonlinear fibers with second-order effects and third-order effects. Explicit analysis suggests that the existence of solitons is related to the modulation stability circle in the modulation instability regime, and they just exist in the modulational instability regime outside of the modulational stability circle. It should be emphasized that the solitons exist only with two special profiles on a continuous-wave background at a certain frequency. The evolution stability of the solitons is tested numerically by adding some noise to initial states, which indicates that they are robust against perturbations even in the modulation instability regime. Further analysis indicates that solitons in the modulational instability regime are caused by fourth-order effects.
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Affiliation(s)
- Liang Duan
- School of Physics, Northwest University, 710069 Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Li-Chen Zhao
- School of Physics, Northwest University, 710069 Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Wen-Hao Xu
- School of Physics, Northwest University, 710069 Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Chong Liu
- School of Physics, Northwest University, 710069 Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Zhan-Ying Yang
- School of Physics, Northwest University, 710069 Xi'an, China
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
| | - Wen-Li Yang
- Shaanxi Key Laboratory for Theoretical Physics Frontiers, 710069 Xi'an, China
- Institute of Modern Physics, Northwest University, 710069 Xian, China
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10
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Zhang JH, Wang L, Liu C. Superregular breathers, characteristics of nonlinear stage of modulation instability induced by higher-order effects. Proc Math Phys Eng Sci 2017; 473:20160681. [PMID: 28413335 DOI: 10.1098/rspa.2016.0681] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 02/03/2017] [Indexed: 11/12/2022] Open
Abstract
We study the higher-order generalized nonlinear Schrödinger (NLS) equation describing the propagation of ultrashort optical pulse in optical fibres. By using Darboux transformation, we derive the superregular breather solution that develops from a small localized perturbation. This type of solution can be used to characterize the nonlinear stage of the modulation instability (MI) of the condensate. In particular, we show some novel characteristics of the nonlinear stage of MI arising from higher-order effects: (i) coexistence of a quasi-Akhmediev breather and a multipeak soliton; (ii) two multipeak solitons propagation in opposite directions; (iii) a beating pattern followed by two multipeak solitons in the same direction. It is found that these patterns generated from a small localized perturbation do not have the analogues in the standard NLS equation. Our results enrich Zakharov's theory of superregular breathers and could provide helpful insight on the nonlinear stage of MI in presence of the higher-order effects.
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Affiliation(s)
- Jian-Hui Zhang
- Department of Mathematics and Physics, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Lei Wang
- Department of Mathematics and Physics, North China Electric Power University, Beijing 102206, People's Republic of China
| | - Chong Liu
- School of Physics, Northwest University, Xi'an 710069, People's Republic of China.,Shaanxi Key Laboratory for Theoretical Physics Frontiers, Xi'an 710069, People's Republic of China
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