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Recent progress on coarse graining simulations 粗粒化模拟研究进展
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-22 DOI: 10.1016/j.physd.2026.135116
Fernando F․ Grinstein, Vincent P․ Chiravalle, Robert K. Greene
We focus on coarse graining simulations based on the primary conservation equations, effectively codesigned physics and algorithms, and low-Mach-number corrected (LMC) hydrodynamics. Simulation methods involve LANL’s x-Radiation-Adaptive-Grid-Eulerian Large-Eddy Simulation, Besnard-Harlow-Rauenzahn (BHR) Reynolds-Averaged Navier-Stokes (RANS) approach, and Dynamic BHR – a paradigm bridging RANS and LES.
A relevant question addressed relates to whether 3D RANS and RANS/LES hybrids – the industry standards for aerospace and automotive research, are presently relevant for practical variable-density applications involving shocked and accelerated interface instabilities. Recent simulations of the GaTECH inclined mixing-layer shock-tube and NIF ICF-capsule experiments are used to demonstrate issues, challenges, and potential for 3D coarse grained LMC simulation strategies for robustly simulating complex transitional and coupled hydrodynamics-multiphysics with coarser resolution. Present LES readiness to provide accurate predictions at scale is demonstrated – whereas 3D RANS and RANS/LES bridging do not appear impactful in this context.
我们的重点是基于初级守恒方程的粗粒模拟,有效的协同设计物理和算法,以及低马赫数校正(LMC)流体动力学。模拟方法包括LANL的x-辐射自适应网格-欧拉大涡模拟,Besnard-Harlow-Rauenzahn (BHR) reynolds - average Navier-Stokes (RANS)方法,以及Dynamic BHR -一种连接RANS和LES的范式。一个相关的问题是,3D RANS和RANS/LES混合动力系统——航空航天和汽车研究的行业标准,目前是否适用于涉及冲击和加速界面不稳定性的实际变密度应用。最近对GaTECH倾斜混合层激波管和NIF icf胶囊实验的模拟显示了3D粗粒度LMC模拟策略的问题、挑战和潜力,这些策略可以以更粗的分辨率鲁棒地模拟复杂的过渡和耦合流体动力学-多物理场。目前的LES已经准备好提供大规模的准确预测,而3D RANS和RANS/LES桥接在这种情况下似乎没有影响。
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引用次数: 0
An analytical optimization of plasma density profiles for downramp injection in laser wake-field acceleration 激光尾流场加速下斜坡注入等离子体密度分布的分析优化
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-29 DOI: 10.1016/j.physd.2026.135124
Gaetano Fiore , Paolo Tomassini
We propose and detail a multi-step analytical procedure, based on an improved fully relativistic plane model for Laser Wake Field Acceleration, to tailor the initial density of a cold diluted plasma to the laser pulse profile, so as to control the spacetime localization and features of wave-breakings of the plasma wave and maximize the early stage acceleration of small bunches of electrons self-injected by the first wave-breaking at the density down-ramp. We find an excellent agreement with the results of 1D Particle In Cell simulations obtained with the same input data.
本文基于改进的激光尾迹场加速的全相对论平面模型,提出并详细阐述了一种多步骤分析方法,将冷稀释等离子体的初始密度与激光脉冲剖面相适应,从而控制等离子体波的时空定位和破波特征,并在密度下降时最大化由第一次破波自注入的小束电子的早期加速度。我们发现在相同的输入数据下得到的一维粒子在细胞中的模拟结果非常一致。
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引用次数: 0
A mini-review on combinatorial solutions to the Marcus–Lushnikov irreversible aggregation Marcus-Lushnikov不可逆聚集的组合解综述
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2025-12-25 DOI: 10.1016/j.physd.2025.135097
Michał Łepek , Agata Fronczak , Piotr Fronczak
Over the last decade, a combinatorial approach to discrete, finite, and irreversibly aggregating systems has been progressively developed. In this work, we review its achievements up to the present moment, focusing on the practical aspects and discussing its limitations. First, we present the assumptions and combinatorial foundations of the approach, which are based on direct counting of the system states, in contrast to the previous approaches of Smoluchowski and Marcus–Lushnikov. A method to obtain combinatorial expressions for the average number of clusters of a given size and, importantly, the corresponding standard deviation is described by solving the simplest example of a constant kernel. An expression for a complete probability distribution for a number of clusters of a given size is also presented. Then, we extend consideration to a number of kernels (e.g., additive, product, linear-chain, condensation), which were recently solved by explicitly finding the number of ways to create a cluster of a given size. We show that, for a general case, the present framework yields approximate solutions. In this way, theoretical predictions for any given kernel may be obtained with no need to find an explicit solution but using a recursive expression. We exploit this opportunity to present the use of combinatorial expressions to solve kernels related to the real processes of aerosol growth and planetesimal formation. At this point, a comparison to numerical results appears. Finally, issues related to the validity and varying precision of the theoretical predictions are summarized. In the last section, we propose open problems. Appendix contains partial Bell polynomials, generating function method, Lagrange inversion, potential fields of further application, and considerations on the relation of the presented combinatorial solutions to the scaling solutions of the Smoluchowski equation.
在过去的十年中,对离散的、有限的和不可逆的聚合系统的组合方法已经逐渐发展起来。在这项工作中,我们回顾了它的成就到目前为止,重点放在实际方面,并讨论了它的局限性。首先,我们提出了该方法的假设和组合基础,该方法基于系统状态的直接计数,与之前的方法(Smoluchowski和Marcus-Lushnikov)形成对比。通过求解一个最简单的常数核的例子,描述了一种获得给定大小的簇的平均数目和相应的标准偏差的组合表达式的方法。给出了给定大小的若干簇的完全概率分布的表达式。然后,我们将考虑扩展到一些核(例如,加法,乘积,线性链,冷凝),这些核最近通过明确地找到创建给定大小的簇的方法来解决。我们证明,对于一般情况,目前的框架产生近似解。通过这种方式,可以得到任何给定核的理论预测,而不需要找到显式解,只需使用递归表达式。我们利用这个机会提出使用组合表达式来解决与气溶胶生长和星子形成的实际过程有关的核。此时,出现了与数值结果的比较。最后,总结了理论预测的有效性和精度变化的相关问题。在最后一节中,我们提出了尚未解决的问题。附录包含部分贝尔多项式、生成函数法、拉格朗日反演、进一步应用的势场,以及对所提出的组合解与Smoluchowski方程标度解之间关系的考虑。
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引用次数: 0
A buoyancy–shear–drag–scalar-based turbulence model for power-law acceleration-driven Rayleigh–Taylor, reshocked Richtmyer–Meshkov, and Kelvin–Helmholtz mixing 幂律加速度驱动的瑞利-泰勒、再震波richmyer - meshkov和开尔文-亥姆霍兹混合的浮力-剪切-阻力-标量湍流模型
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-16 DOI: 10.1016/j.physd.2026.135118
Oleg Schilling
A previously developed phenomenological turbulence model for Rayleigh–Taylor, reshocked Richtmyer–Meshkov, and Kelvin–Helmholtz instability-induced mixing based on a general buoyancy–shear–drag model [O. Schilling, “A buoyancy–shear–drag-based turbulence model for Rayleigh–Taylor, reshocked Richtmyer–Meshkov, and Kelvin–Helmholtz mixing,” Physica D 402, 132238 (2020)] is extended to include active or passive scalar mixing and power-law acceleration-driven Rayleigh–Taylor mixing. The buoyancy–shear–drag equations are coupled to a scalar variance equation that is used to define the molecular mixing parameter θm, and when the scalar is active, modifies the Rayleigh–Taylor and Kelvin–Helmholtz mixing layer growth parameters to depend on the asymptotic value of this parameter, θmol. The scalar variance equation is closed by algebraically or differentially modeling the scalar variance dissipation rate. Nonlinear analytical solutions of the model are obtained in the total and separate bubble and spike mixing layer width formulations with the algebraic scalar variance dissipation rate for each instability, which are then used to calibrate the mechanical and scalar equation coefficients to predict specific values of physical observables and molecular mixing parameters. Surrogate mechanical and scalar turbulent fields can be constructed by multiplying a presumed self-similar spatial profile by appropriate functions of the width and its time derivative, and of the scalar obtained by solving the ordinary differential model equations. The explicit modeling and solution of turbulent transport equations are not required. The bubble and spike mixing layer width and scalar variance equations are then solved numerically for constant-acceleration Rayleigh–Taylor, impulsively reshocked Richtmyer–Meshkov, and Kelvin–Helmholtz mixing, confirming that the prescribed level of molecular mixing is correctly predicted and illustrating the spatiotemporal evolution of the scalar fields.
基于一般浮力-剪切-阻力模型的瑞利-泰勒、再激波richmyer - meshkov和开尔文-亥姆霍兹不稳定混合现象湍流模型[j]。Schilling,“Rayleigh-Taylor, re震动richmyer - meshkov和Kelvin-Helmholtz混合的基于力-剪切-阻力的湍流模型”,物理学D 402, 132238(2020)]扩展到包括主动或被动标量混合和幂律加速度驱动的Rayleigh-Taylor混合。浮-剪切-阻力方程与用于定义分子混合参数θm的标量方差方程耦合,当标量处于活动状态时,将瑞利-泰勒和开尔文-亥姆霍兹混合层生长参数修改为依赖于该参数θmol的渐近值。通过对标量方差耗散率进行代数或差分建模来封闭标量方差方程。利用每个不稳定性的代数标量方差耗散率,得到了气泡和刺状混合层总宽度和单独混合层宽度公式的非线性解析解,并将其用于标定力学和标量方程系数,以预测物理观测值和分子混合参数的具体值。通过将假定的自相似空间轮廓乘以宽度及其时间导数的适当函数,以及通过求解常微分模型方程获得的标量函数,可以构造替代的力学和标量湍流场。不需要紊流输运方程的显式建模和求解。对等加速度Rayleigh-Taylor混合、脉冲再冲击richmyer - meshkov混合和Kelvin-Helmholtz混合的气泡和刺状混合层宽度和标量方差方程进行了数值求解,证实了对规定的分子混合水平的正确预测,并说明了标量场的时空演化。
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引用次数: 0
Shear-enhanced diffusion in oblique shock-jet interaction 斜激波-射流相互作用中的剪切增强扩散
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-02-06 DOI: 10.1016/j.physd.2026.135137
Xu Han , Bin Yu , Hong Liu
The mixing mechanism in oblique shock-jet interaction (OS/JI), a canonical configuration for mixing enhancement in scramjet combustors, is investigated using high-resolution large-eddy simulation (LES). This study focuses on elucidating the roles of distinct flow structures in governing the mixing process within OS/JI. Two primary flow structures are identified following the interaction between the jet and the shock wave. First, the jet cross-section deforms into a streamwise vortex, whose qualitative morphology and quantitative circulation closely resemble those observed in two-dimensional shock-bubble interaction (SBI), indicating a baroclinic vorticity-driven formation. Second, a shear layer develops as a result of the velocity difference between the post-shock jet and the ambient air, a phenomenon quantitatively described by a shear velocity model. The contribution of the streamwise vortex to mixing is examined using a reduced mixing model, which, despite its success in accurately predicting the mixing fraction in SBI, is shown to systematically underestimate mixing in OS/JI. This finding highlights the pivotal role of the shear layer in enhancing mixing. The effect of the shear layer is further quantified through a shear-enhanced diffusivity, based on which a shear-enhanced mixing model is formulated by incorporating this additional diffusivity into the reduced mixing model. The proposed model establishes a quantitative relationship between these two flow structures and the evolution of the mixing fraction in OS/JI across various shear-layer intensities. Furthermore, the influence of shear-enhanced diffusion on the mixing process is clarified by the scaling behavior of the characteristic mixing time tcharac. In the molecular diffusion dominated mixing, tcharac scales with circulation Γt as tcharacΓt2/3, in agreement with the canonical single-vortex mixing law. However, in the shear-enhanced diffusion dominated regime, this scaling shifts to tcharacΓt1/2, thereby demonstrating the significant impact of the shear layer on mixing in OS/JI.
利用高分辨率大涡模拟(LES)研究了超燃冲压发动机燃烧室混合增强的典型构型——斜冲-射流相互作用(OS/JI)的混合机理。本研究的重点是阐明不同的流动结构在控制OS/JI混合过程中的作用。射流与激波相互作用后,确定了两种主要的流动结构。首先,射流截面变形为流向涡,其定性形态和定量循环与二维激波-气泡相互作用(SBI)中观察到的非常相似,表明斜压涡度驱动形成。其次,由于冲击波后射流与周围空气之间的速度差,形成了剪切层,剪切速度模型定量描述了这一现象。使用简化混合模型考察了流向涡对混合的贡献,尽管该模型成功地准确预测了SBI中的混合分数,但显示出系统地低估了OS/JI中的混合。这一发现突出了剪切层在增强混合中的关键作用。通过剪切增强扩散系数进一步量化剪切层的影响,在此基础上,将这一附加扩散系数纳入简化混合模型,建立剪切增强混合模型。该模型建立了这两种流动结构与OS/JI中混合分数在不同剪切层强度下的演变之间的定量关系。此外,剪切增强扩散对混合过程的影响通过特征混合时间特性的标度行为得到了澄清。在分子扩散为主的混合过程中,tcharac尺度为循环Γt = tcharac ~ Γt−2/3,符合典型的单涡混合规律。然而,在剪切增强的扩散主导下,这种标度转变为tcharac ~ Γt−1/2,从而表明剪切层对OS/JI中的混合有显著影响。
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引用次数: 0
Slip topology of three-dimensional homogeneous quadratic velocity fields 三维齐次二次速度场的滑移拓扑
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-19 DOI: 10.1016/j.physd.2026.135121
Wennan Zou, Jian He
The contact structures of fluid are described by the streamline pattern in steady flows, where the key to determine the slip topology the streamline pattern around the isotropic point, called the local streamline pattern (LSP). In this paper, taking homogeneous quadratic velocity fields (HQVFs) as the research object and utilizing the swirl field, which is an axis-vector-valued differential 1-form determined by the velocity direction, to define the topological degree, we establish an analytical framework for three-dimensional nonlinear velocity fields. After obtaining the trivial result of the topological degree of three-dimensional HQVFs, we make use of the characteristic problems of high order tensor to work out all radial streamlines entering/exiting an isotropic point, and adopt the pair number of radial streamlines as the key criterion to classify the LSPs. Some typical HQVFs are illustrated for discussion, and the investigation on linear velocity fields shows their particularity. As a preliminary exploration of the streamline pattern of three-dimensional nonlinear velocity fields, this work demonstrates how difficult it is to generalize the research results of two-dimensional velocity fields and three-dimensional linear velocity fields.
流体的接触结构用定常流动中的流线模式来描述,其中确定滑移拓扑的关键是各向同性点周围的流线模式,称为局部流线模式(LSP)。本文以齐次二次速度场(HQVFs)为研究对象,利用由速度方向决定的轴向值微分1型旋流场来定义拓扑度,建立了三维非线性速度场的解析框架。在得到三维HQVFs拓扑度的平凡结果后,利用高阶张量的特征问题求出了进出各向同性点的所有径向流线,并以径向流线的对数作为对lsp进行分类的关键准则。举例说明了一些典型的HQVFs,对线速度场的研究显示了它们的特殊性。作为对三维非线性速度场流线模式的初步探索,本工作证明了将二维速度场和三维线速度场的研究成果推广是多么困难。
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引用次数: 0
Center manifold theorem of fractional differential equations and machine learning under weak data 分数阶微分方程中心流形定理与弱数据下的机器学习
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-24 DOI: 10.1016/j.physd.2026.135122
Han-Lin Liao, Guo-Cheng Wu, Dong Li
Fractional differential equations frequently arise in long-range interaction processes. The center manifold theorem is an essential tool in reduction of dynamical systems. First, this paper provides existence conditions for center manifolds by constructing function spaces and fixed-point mappings. Then, determining the center manifolds becomes a parameter estimation problem. Because the chain rule for fractional derivatives cannot be applied, a neural network method is developed to find approximate center manifolds near the zero equilibrium. The automatic model selection is employed to search for a neural network architecture. Two examples are presented to demonstrate the efficiency of reducing high-dimensional fractional order systems under weak data.
在远距离相互作用过程中经常出现分数阶微分方程。中心流形定理是研究动力系统约简的重要工具。首先,通过构造函数空间和不动点映射,给出了中心流形的存在条件。然后,中心流形的确定就变成了一个参数估计问题。由于分数阶导数的链式法则不能应用,提出了一种神经网络方法来求零平衡点附近的近似中心流形。采用自动模型选择方法搜索神经网络结构。给出了两个例子来证明在弱数据下高维分数阶系统的约简效率。
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引用次数: 0
Darboux transformations and related non-Abelian integrable differential-difference systems of the derivative nonlinear Schrödinger type 导数非线性Schrödinger型的达布变换及相关非阿贝尔可积微分-差分系统
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-01-18 DOI: 10.1016/j.physd.2026.135119
Edoardo Peroni , Jing Ping Wang
We construct linear and quadratic Darboux matrices compatible with the reduction group of the Lax operator for each of the seven known non-Abelian derivative nonlinear Schrödinger equations that admit Lax representations. The differential-difference systems derived from these Darboux transformations generalise established non-Abelian integrable models by incorporating non-commutative constants. Specifically, we demonstrate that linear Darboux transformations generate non-Abelian Volterra-type equations, while quadratic transformations yield two-component systems, including non-Abelian versions of the Ablowitz-Ladik, Merola-Ragnisco-Tu, and relativistic Toda equations. Using quasideterminants, we establish necessary conditions for factorising a higher-degree polynomial Darboux matrix with a specific linear Darboux matrix as a factor. This result enables the factorisation of quadratic Darboux matrices into pairs of linear Darboux matrices.
对于七个已知的允许Lax表示的非阿贝尔导数非线性Schrödinger方程,我们构造了与Lax算子约化群相容的线性和二次Darboux矩阵。由这些达布变换导出的微分-差分系统通过引入非交换常数来推广已建立的非阿贝尔可积模型。具体来说,我们证明了线性Darboux变换产生非abelian volterra型方程,而二次变换产生双组分系统,包括Ablowitz-Ladik, Merola-Ragnisco-Tu和相对论Toda方程的非abelian版本。利用拟行列式,建立了以特定线性达布矩阵为因式分解高次多项式达布矩阵的必要条件。这个结果使二次达布矩阵分解成线性达布矩阵对成为可能。
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引用次数: 0
Development and assessment of models for turbulent Rayleigh-Taylor mixing using the macroscopic forcing method 采用宏观强迫方法的湍流瑞利-泰勒混合模式的发展和评估
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-02-04 DOI: 10.1016/j.physd.2026.135136
Dana L. O.-L. Lavacot , Brandon E. Morgan , Ali Mani
Reynolds-Averaged Navier Stokes (RANS) simulations are a popular method for designing ICF experiments, and accurate mixing models are crucial for these simulations to give good predictions. To this end, the present work seeks to demonstrate the Macroscopic Forcing Method (MFM) as a tool for both improving existing RANS models as well as assessing RANS model forms. First, MFM analysis from Lavacot et al. (Phys. Rev. Fluids, 2025) is used to develop the kLF model, an extension of the kL model of Dimonte and Tipton (Phys. Fluids, 2006) that incorporates nonlocality through addition of a turbulent species flux transport equation. MFM is then applied to the kLF model along with the kL and BHR–4 models to assess their forms and compare the model-implied eddy diffusivity moments to those measured from high-fidelity simulations. The analysis reveals that models incorporating nonlocality (kLF and BHR–4) match the high-fidelity simulation data better than purely local models (kL), both in terms of mean fields and eddy diffusivity moments. However, all of the considered RANS models struggle to match temporal moments at high Atwood numbers, highlighting the importance of temporal nonlocality in these regimes and the need for additional improvement even among models incorporating nonlocality.
reynolds - average Navier Stokes (RANS)模拟是设计ICF实验的常用方法,精确的混合模型对于这些模拟给出良好的预测至关重要。为此,本研究试图证明宏观强迫方法(MFM)是改进现有RANS模型和评估RANS模型形式的工具。首先,Lavacot等人的MFM分析。Rev. Fluids, 2025)用于开发k-L - f模型,该模型是Dimonte和Tipton的k-L模型的扩展。《流体》,2006年),通过加入湍流物种通量输运方程,纳入了非定域性。然后将MFM应用于k-L -f模型以及k-L和BHR-4模型,以评估它们的形式,并将模型隐含的涡扩散矩与高保真模拟测量的涡扩散矩进行比较。分析表明,非局域模型(k-L -f和BHR-4)在平均场和涡动扩散矩方面比纯局域模型(k-L)更符合高保真模拟数据。然而,所有考虑的RANS模型都难以匹配高阿特伍德数下的时间矩,这突出了这些制度中时间非局部性的重要性,甚至在包含非局部性的模型中也需要进一步改进。
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引用次数: 0
Long-time asymptotics of the coupled nonlinear Schrödinger equation in a weighted Sobolev space 加权Sobolev空间中耦合非线性Schrödinger方程的长时间渐近性
IF 2.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-05-01 Epub Date: 2026-02-05 DOI: 10.1016/j.physd.2026.135138
Yubin Huang , Liming Ling , Xiaoen Zhang
We study the Cauchy problem for the focusing coupled nonlinear Schrödinger (CNLS) equation with initial data q0 lying in the weighted Sobolev space and the scattering data having n simple zeros. Based on the corresponding 3 × 3 matrix spectral problem, we deduce the Riemann-Hilbert problem (RHP) for CNLS equation through inverse scattering transform. We remove discrete spectra of initial RHP using Darboux transformations. By applying the nonlinear steepest-descent method for RHP introduced by Deift and Zhou, we compute the long-time asymptotic expansion of the solution q(x, t) to an (optimal) residual error of order O(t3/4+1/(2p)) where 2 ≤ p < ∞. The leading order term in this expansion is a multi-soliton whose parameters are modulated by soliton-soliton and soliton-radiation interactions. Our work strengthens and extends the earlier work regarding long-time asymptotics for solutions of the nonlinear Schrödinger equation with a delta potential and even initial data by Deift and Park.
研究了聚焦耦合非线性Schrödinger (CNLS)方程的柯西问题,该方程初始数据q0位于加权Sobolev空间,散射数据有n个简单零。基于相应的3 × 3矩阵谱问题,通过逆散射变换推导出CNLS方程的Riemann-Hilbert问题(RHP)。我们利用达布变换去除初始RHP的离散谱。应用Deift和Zhou引入的RHP非线性最陡下降法,我们计算了解q(x, t)到O阶(t−3/4+1/(2p))的(最优)残差的长时间渐近展开,其中2 ≤ p <; ∞。这个展开式中的第一阶项是多孤子,其参数由孤子-孤子和孤子-辐射相互作用调制。我们的工作加强和扩展了Deift和Park关于具有delta势和甚至初始数据的非线性Schrödinger方程解的长期渐近性的早期工作。
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引用次数: 0
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Physica D: Nonlinear Phenomena
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