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IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-10-09 DOI: 10.1111/sapm.12591
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引用次数: 0
Exponentially localized interface eigenmodes in finite chains of resonators 有限谐振器链中的指数局部界面特征模式
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-19 DOI: 10.1111/sapm.12765
Habib Ammari, Silvio Barandun, Bryn Davies, Erik Orvehed Hiltunen, Thea Kosche, Ping Liu
This paper studies wave localization in chains of finitely many resonators. There is an extensive theory predicting the existence of localized modes induced by defects in infinitely periodic systems. This work extends these principles to finite‐sized systems. We consider one‐dimensional, finite systems of subwavelength resonators arranged in dimers that have a geometric defect in the structure. This is a classical wave analog of the Su–Schrieffer–Heeger model. We prove the existence of a spectral gap for defectless finite dimer structures and find a direct relationship between eigenvalues being within the spectral gap and the localization of their associated eigenmode. Then, for sufficiently large‐size systems, we show the existence and uniqueness of an eigenvalue in the gap in the defect structure, proving the existence of a unique localized interface mode. To the best of our knowledge, our method, based on Chebyshev polynomials, is the first to characterize quantitatively the localized interface modes in systems of finitely many resonators.
本文研究有限多个谐振器链中的波局部化问题。有一种广泛的理论可以预测无限周期系统中由缺陷诱发的局部模式的存在。本文将这些原理扩展到有限大小的系统。我们考虑的是由亚波长谐振器组成的一维有限系统,这些谐振器排列在结构有几何缺陷的二聚体中。这是 Su-Schrieffer-Heeger 模型的经典波类似物。我们证明了无缺陷有限二聚体结构存在频谱间隙,并发现频谱间隙内的特征值与其相关特征模式的定位之间存在直接关系。然后,对于足够大尺寸的系统,我们证明了缺陷结构中间隙内特征值的存在性和唯一性,证明了唯一的局部界面模式的存在。据我们所知,我们的方法基于切比雪夫多项式,是第一个定量描述有限多个谐振器系统中局部界面模式的方法。
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引用次数: 0
Inverse scattering transform for continuous and discrete space‐time‐shifted integrable equations 连续和离散时移可积分方程的反散射变换
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-17 DOI: 10.1111/sapm.12764
Mark J. Ablowitz, Ziad H. Musslimani, Nicholas J. Ossi
Nonlocal integrable partial differential equations possessing a spatial or temporal reflection have constituted an active research area for the past decade. Recently, more general classes of these nonlocal equations have been proposed, wherein the nonlocality appears as a combination of a shift (by a real or a complex parameter) and a reflection. This new shifting parameter manifests itself in the inverse scattering transform (IST) as an additional phase factor in an analogous way to the classical Fourier transform. In this paper, the IST is analyzed in detail for several examples of such systems. Particularly, time, space, and space‐time‐shifted nonlinear Schrödinger (NLS) and space‐time‐shifted modified Korteweg‐de Vries equations are studied. Additionally, the semidiscrete IST is developed for the time, space, and space‐time‐shifted variants of the Ablowitz–Ladik integrable discretization of the NLS. One‐soliton solutions are constructed for all continuous and discrete cases.
过去十年来,具有空间或时间反射的非局部可积分偏微分方程一直是一个活跃的研究领域。最近,有人提出了这些非局部方程的更一般类别,其中的非局部性表现为移动(通过实数或复数参数)和反射的组合。这种新的移动参数在反向散射变换(IST)中表现为一个额外的相位因子,与经典的傅立叶变换类似。本文针对此类系统的几个实例详细分析了 IST。特别是研究了时间、空间和时空偏移非线性薛定谔方程(NLS)以及时空偏移修正 Korteweg-de Vries 方程。此外,还针对 NLS 的 Ablowitz-Ladik 可积分离散化的时间、空间和时空偏移变体,开发了半离散 IST。构建了所有连续和离散情况下的单孑子解。
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引用次数: 0
Impact of mixed boundary conditions and nonsmooth data on layer‐originated nonpremixed combustion problems: Higher‐order convergence analysis 混合边界条件和非光滑数据对层源非预混合燃烧问题的影响:高阶收敛分析
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-14 DOI: 10.1111/sapm.12763
Shridhar Kumar, Ishwariya R, Pratibhamoy Das
This work explores the theoretical and computational impacts of mixed‐type flux conditions and nonsmooth data on boundary/interior layer‐originated singularly perturbed semilinear reaction–diffusion problems. Such problems are prevalent in nonpremixed combustion models and catalytic reaction models. The inclusion of arbitrarily small diffusion terms results in boundary layers influenced by specific flux conditions normalized by perturbation parameters. We have demonstrated theoretically that the sharpness of the boundary layer is significantly reduced when this normalization is independent of the diffusion parameter. In addition, the presence of a nonsmooth source function gives rise to an interior layer in the current problem. We show that using upwind discretizations for mixed boundary fluxes achieves nearly second‐order accuracy if the first derivatives are not normalized concerning perturbation parameters. This outcome arises from the bounds of a prior derivative of the continuous solution. Furthermore, it is theoretically shown that nearly second‐order uniform accuracy can be attained for reaction‐dominated semilinear problems using a hybrid scheme at the discontinuity point. To ensure the uniform stability of the discrete solution, a transformation is necessary for the corresponding discrete problem. Theoretical results are supported by various experiments on nonlinear problems, illustrating the pointwise rates and highlighting both linear and higher‐order accuracy at specific points.
这项研究探讨了混合型通量条件和非光滑数据对边界/内部层引发的奇异扰动半线性反应扩散问题的理论和计算影响。这类问题普遍存在于非预混合燃烧模型和催化反应模型中。加入任意小的扩散项会导致边界层受到扰动参数归一化的特定通量条件的影响。我们从理论上证明,当这种归一化与扩散参数无关时,边界层的尖锐度会显著降低。此外,在当前问题中,非光滑源函数的存在会产生内部层。我们的研究表明,如果不对一阶导数进行关于扰动参数的归一化处理,使用上风离散法处理混合边界通量几乎可以达到二阶精度。这一结果源于连续解的先导约束。此外,理论上还证明了在不连续点使用混合方案可以使反应主导的半线性问题达到接近二阶的统一精度。为了确保离散解的均匀稳定性,需要对相应的离散问题进行变换。非线性问题的各种实验为理论结果提供了支持,说明了在特定点上的线性和高阶精度的点率和亮点。
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引用次数: 0
Predator–prey systems with a variable habitat for predators in advective environments 平流环境中捕食者栖息地可变的捕食者-猎物系统
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-13 DOI: 10.1111/sapm.12758
Baifeng Zhang, Xianning Liu, Yangjiang Wei
Community composition in aquatic environments can be shaped by a broad array of factors, encompassing habitat conditions in addition to abiotic conditions and biotic interactions. This paper pertains to reaction–diffusion–advection predator–prey model featuring a variable predator habitat in advective environments, governed by a unidirectional flow. First, we establish the near‐complete global dynamics of the system. In instances where the functional response to predation conforms to Holling‐type I or II, we explore the uniqueness and stability of positive steady‐state solutions via the application of particular auxiliary techniques, the comparison principle for parabolic equations, and perturbation analysis. Furthermore, we obtain the critical positions at the upper and lower boundaries of the predator's habitat, which determine the survival of the prey irrespective of the predator's growth rate. Finally, we show how the location and length of the predator's habitat affect the persistence and extinction of predators and prey in the event of a small population loss rate at the downstream end. From the biological point of view, these results contribute to our deeper understanding of the effects of habitat on aquatic populations and may have applications in aquaculture and the establishment of protection zones for aquatic species.
水生环境中的群落组成可能受多种因素影响,除了非生物条件和生物相互作用外,还包括栖息地条件。本文涉及反应-扩散-对流捕食者-猎物模型,该模型以平流环境中可变的捕食者栖息地为特征,由单向流控制。首先,我们建立了该系统近乎完整的全局动力学。在捕食功能响应符合霍林类型 I 或 II 的情况下,我们通过应用特定的辅助技术、抛物方程的比较原理和扰动分析,探索正稳态解的唯一性和稳定性。此外,我们还得到了捕食者栖息地上下边界的临界位置,这些位置决定了猎物的存活率,而与捕食者的增长率无关。最后,我们展示了捕食者栖息地的位置和长度如何影响捕食者和猎物在下游小规模种群损失率情况下的存活和灭绝。从生物学角度来看,这些结果有助于我们深入理解栖息地对水生种群的影响,并可能在水产养殖和建立水生物种保护区方面有所应用。
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引用次数: 0
Two-phase magma flow with phase exchange: Part I. Physical modeling of a volcanic conduit 两相岩浆流动与相交换:第一部分:火山导管的物理建模
IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-12 DOI: 10.1111/sapm.12741
Gladys Narbona-Reina, Didier Bresch, Alain Burgisser, Marielle Collombet

In a review paper in this same volume, we present the state of the art on modeling of compressible viscous flows ranging from single-phase to two-phase systems. It focuses on mathematical properties related to weak stability because they are important for numerical resolution and on the homogenization process that leads from a microscopic description of two separate phases to an averaged two-phase model. This review serves as the foundation for Parts I and II, which present averaged two-phase models with phase exchange applicable to magma flow during volcanic eruptions. Here, in Part I, after introducing the physical processes occurring in a volcanic conduit, we detail the steps needed at both microscopic and macroscopic scales to obtain a two-phase transient conduit flow model ensuring: (1) mass and volatile species conservation, (2) disequilibrium degassing considering both viscous relaxation and volatile diffusion, and (3) dissipation of total energy. The resulting compressible/incompressible system has eight transport equations on eight unknowns (gas volume fraction and density, dissolved water content, liquid pressure, and the velocity and temperature of both phases) as well as algebraic closures for gas pressure and bubble radius. We establish valid sets of boundary conditions such as imposing pressures and stress-free conditions at the conduit outlet and either velocity or pressure at the inlet. This model is then used to obtain a drift-flux system that isolates the effects of relative velocities, pressures, and temperatures. The dimensional analysis of this drift-flux system suggests that relative velocities can be captured with a Darcy equation and that gas–liquid pressure differences partly control magma acceleration. Unlike the vanishing small gas–liquid temperature differences, bulk magma temperature is expected to vary because of gas expansion. Mass exchange being a major control of flow dynamics, we propose a limit case of mass exchange by establishing a relaxed system at chemical equilibrium. This single-velocity, single-temperature system is a generalization of an existing volcanic conduit flow model. Finally, we compare our full compressible/incompressible system to another existing volcanic conduit flow model where both phases are compressible. This comparison illustrates that different two-phase systems may be obtained depending on the governing unknowns chosen. Part II presents a 1.5D version of the model established herein that is solved numerically. The numerical outputs are compared to those of another steady-state, equilibrium degassing, isothermal model under conditions typical of an effusive eruption at an andesitic volcano.

在同卷的一篇综述论文中,我们介绍了从单相系统到两相系统的可压缩粘性流建模技术现状。论文重点讨论了与弱稳定性相关的数学特性,因为这些特性对数值分辨率非常重要,同时还讨论了从两个独立相的微观描述到平均两相模型的均质化过程。本综述是第一部分和第二部分的基础,这两部分介绍了适用于火山喷发过程中岩浆流动的具有相交换的平均两相模型。在第一部分中,在介绍了火山导管中发生的物理过程之后,我们详细说明了在微观和宏观尺度上获得两相瞬态导管流模型所需的步骤,以确保:(1)质量和挥发性物种守恒;(2)考虑粘性松弛和挥发性扩散的非平衡脱气;以及(3)总能量耗散。由此产生的可压缩/不可压缩系统包含八个未知量(气体体积分数和密度、溶解水含量、液体压力以及两相的速度和温度)的八个传输方程,以及气体压力和气泡半径的代数闭包。我们建立了有效的边界条件集,例如在导管出口处施加压力和无应力条件,在入口处施加速度或压力。然后利用该模型得到一个漂移-流动系统,该系统可隔离相对速度、压力和温度的影响。对这一漂移-流动系统的尺寸分析表明,相对速度可以用达西方程来捕捉,气液压力差在一定程度上控制着岩浆加速度。与消失的微小气液温差不同,岩浆体积温度预计会因气体膨胀而变化。质量交换是流动动力学的主要控制因素,因此我们提出了一种质量交换的极限情况,即建立一个处于化学平衡状态的松弛系统。这种单一速度、单一温度的系统是对现有火山导管流模型的概括。最后,我们将我们的完全可压缩/不可压缩系统与另一个现有的两相都可压缩的火山导管流模型进行了比较。这种比较说明,根据所选的控制未知量,可以得到不同的两相系统。第二部分介绍了本文所建立模型的 1.5D 版本,并对其进行了数值求解。在安山岩火山喷发的典型条件下,将数值输出结果与另一个稳态、平衡脱气、等温模型的输出结果进行比较。
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引用次数: 0
Two-phase magma flow with phase exchange: Part II. 1.5D numerical simulations of a volcanic conduit 两相岩浆流动与相交换:第二部分:火山导管的 1.5D 数值模拟火山导管的 1.5D 数值模拟
IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-12 DOI: 10.1111/sapm.12747
Alain Burgisser, Marielle Collombet, Gladys Narbona-Reina, Didier Bresch

In a review paper in this same volume, we present the state of the art on modeling of compressible viscous flows ranging from single-phase to two-phase systems. It focuses on mathematical properties related to weak stability because they are important for numerical resolution and on the homogenization process that leads from a microscopic description of two separate phases to an averaged two-phase model. This review serves as the foundation for Parts I and II, which present averaged two-phase models with phase exchange applicable to magma flow during volcanic eruptions. Part I establishes a two-phase transient conduit flow model ensuring: (1) mass and volatile species conservation, (2) disequilibrium degassing considering both viscous relaxation and volatile diffusion, and (3) dissipation of total energy. The relaxation limit of this model is then used to obtain a drift-flux system amenable to simplification. Here, in Part II, we summarize this model and propose a 1.5D simplification of it that alleviates three issues causing difficulties in its numerical implementation. We compare our model outputs to those of another steady-state, equilibrium degassing, isothermal model under conditions typical of an effusive eruption at an andesitic volcano. Perfect equilibrium degassing is unreachable with a realistic water diffusion coefficient because conduit extremities always contain melt supersaturated with water. Such supersaturation has minor consequences on mass discharge rate. In contrast, releasing the isothermal assumption reduces significantly mass discharge rate by cooling due to gas expansion, which in turn increases liquid viscosity. We propose a simplified system using Darcy's law and omitting several processes such as shear heating and liquid inertia. This minimal system is not dissipative but approximates the steady-state mass discharge rate of the full system within 10%. A regime diagram valid under a limited set of conditions indicates when this minimal system captures the ascent dynamics of effusive eruptions. Interestingly, the two novel aspects of the full model, diffusive degassing and heat balance, cannot be neglected. In some cases with high diffusion coefficients, a shallow region where porosity and velocities tend toward zero develops initially, possibly blocking an eventual steady state. This local porosity loss also occurs when a steady-state solution is subjected to a change in shallow permeability. The resulting shallow porosity loss features many characteristics of a plug developing prior to a Vulcanian eruption.

在同卷的一篇综述论文中,我们介绍了从单相系统到两相系统的可压缩粘性流建模技术的现状。论文重点讨论了与弱稳定性相关的数学特性,因为这些特性对于数值分辨率非常重要,同时还讨论了从两个独立相的微观描述到平均两相模型的均质化过程。本综述是第一部分和第二部分的基础,这两部分介绍了适用于火山喷发过程中岩浆流动的具有相交换的平均两相模型。第一部分建立了一个两相瞬态导管流模型,确保:(1)质量和挥发物物种守恒;(2)考虑粘性松弛和挥发物扩散的非平衡脱气;以及(3)总能量耗散。然后,利用该模型的弛豫极限得到一个可简化的漂移-流动系统。在第 II 部分中,我们总结了这一模型,并提出了 1.5D 简化方案,该方案缓解了导致其数值实施困难的三个问题。我们将我们的模型输出结果与另一个稳态、平衡脱气、等温模型的输出结果进行了比较,后者是在安山岩火山喷发的典型条件下进行的。由于导管末端总是含有水过饱和的熔体,因此采用现实的水扩散系数无法实现完美的平衡脱气。这种过饱和对质量排出率的影响很小。相反,如果取消等温假设,由于气体膨胀导致冷却,反过来又增加了液体粘度,从而大大降低了质量排出率。我们提出了一个使用达西定律的简化系统,省略了剪切加热和液体惯性等几个过程。这个最小系统不耗散,但与整个系统的稳态质量排放率的近似度在 10%以内。一个在有限条件下有效的状态图表明了这个最小系统何时捕捉到喷出喷发的上升动力学。有趣的是,完整模型的两个新方面--扩散脱气和热平衡--不能被忽视。在某些扩散系数较高的情况下,最初会出现一个孔隙度和速度趋向于零的浅层区域,可能会阻碍最终的稳定状态。当稳态溶液受到浅层渗透率变化的影响时,也会出现这种局部孔隙率损失。由此产生的浅层孔隙度损失具有火神喷发前形成的堵塞的许多特征。
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引用次数: 0
Mathematical topics in compressible flows from single-phase systems to two-phase averaged systems 从单相系统到两相平均系统的可压缩流数学专题
IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-12 DOI: 10.1111/sapm.12739
Didier Bresch, Gladys Narbona-Reina, Alain Burgisser, Marielle Collombet

We review the modeling and mathematical properties of compressible viscous flows, ranging from single-phase systems to two-phase systems, with a focus on the occurrence of oscillations and/or concentrations. We explain how establishing the existence of nonlinear weak stability ensures that no such instabilities occur in the solutions because of the system formulation. When oscillation/concentration are inherent to the nature of the physical situation modeled, we explain how the averaging procedure by homogenization helps to understand their effect on the averaged system. This review addresses systems of progressive complexity. We start by focusing on nonlinear weak stability—a crucial property for numerical simulations and well posedness—in single-phase viscous systems. We then show how a two-phase immiscible system may be rewritten as a single-phase system. Conversely, we show then how to derive a two-phase averaged system from a two-phase immiscible system by homogenization. As in many homogenization problems, this is an example where physical oscillation/concentration occur. We then focus on two-phase averaged viscous systems and present results on the nonlinear weak stability necessary for the convergence of numerical schemes. Finally, we review some singular limits frequently developed to obtain drift–flux systems. Additionally, the appendix provides a crash course on basic functional analysis tools for partial differential equation (PDE) and homogenization (averaging procedures) for readers unfamiliar with them. This review serves as the foundation for two subsequent papers (Part I and Part II in this same volume), which present averaged two-phase models with phase exchange applicable to magma flow during volcanic eruptions. Part I introduces the physical processes occurring in a volcanic conduit and establishes a two-phase transient conduit flow model ensuring: (1) mass and volatile species conservation, (2) disequilibrium degassing considering both viscous relaxation and volatile diffusion, and (3) dissipation of total energy. The relaxation limit of this model is then used to obtain a drift–flux system amenable to simplification. Part II revisits the model introduced in Part I and proposes a 1.5D simplification that addresses issues in its numerical implementation. Model outputs are compared to those of another well-established model under conditions typical of an effusive eruption at an andesitic volcano.

我们回顾了从单相系统到两相系统的可压缩粘性流的建模和数学特性,重点是振荡和/或集中的发生。我们解释了如何通过建立非线性弱稳定性来确保解中不会出现此类不稳定性。当振荡/浓度是所模拟的物理情形的固有性质时,我们将解释通过均质化的平均化程序如何帮助理解它们对平均化系统的影响。这篇综述探讨了复杂度逐渐增加的系统。我们首先关注单相粘性系统中的非线性弱稳定性--这是数值模拟和假设性的关键属性。然后,我们展示了如何将两相不混溶系统改写为单相系统。反过来,我们也展示了如何通过均质化从两相不混溶体系推导出两相平均体系。与许多均质化问题一样,这是一个发生物理振荡/集中的例子。然后,我们将重点关注两相平均粘性系统,并介绍数值方案收敛所需的非线性弱稳定性结果。最后,我们回顾了为获得漂移-流动系统而经常开发的一些奇异极限。此外,附录还为不熟悉偏微分方程(PDE)和均质化(平均化程序)的读者提供了有关基本函数分析工具的速成课程。这篇综述是后续两篇论文(同卷的第一部分和第二部分)的基础,这两篇论文介绍了适用于火山喷发过程中岩浆流动的相交换平均两相模型。第一部分介绍了发生在火山导管中的物理过程,并建立了一个两相瞬态导管流模型,确保:(1)质量和挥发物物种守恒,(2)考虑粘性弛豫和挥发物扩散的非平衡脱气,以及(3)总能量耗散。然后利用该模型的弛豫极限,得到一个可简化的漂移-流动系统。第二部分重新讨论了第一部分介绍的模型,并提出了 1.5D 简化方案,以解决其数值实施中的问题。在安山质火山喷发的典型条件下,将模型输出结果与另一个成熟模型的输出结果进行了比较。
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引用次数: 0
General boundary conditions for a Boussinesq model with varying bathymetry 水深变化的布森斯克模型的一般边界条件
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-10 DOI: 10.1111/sapm.12751
David Lannes, Mathieu Rigal
This paper is devoted to the theoretical and numerical investigation of the initial boundary value problem for a system of equations used for the description of waves in coastal areas, namely, the Boussinesq–Abbott system in the presence of topography. We propose a procedure that allows one to handle very general linear or nonlinear boundary conditions. It consists in reducing the problem to a system of conservation laws with nonlocal fluxes and coupled to an ordinary differential equation. This reformulation is used to propose two hybrid finite volumes/finite differences schemes of first and second order, respectively. The possibility to use many kinds of boundary conditions is used to investigate numerically the asymptotic stability of the boundary conditions, which is an issue of practical relevance in coastal oceanography since asymptotically stable boundary conditions would allow one to reconstruct a wave field from the knowledge of the boundary data only, even if the initial data are not known.
本文致力于对用于描述沿海地区波浪的方程系统,即存在地形的 Boussinesq-Abbott 系统的初始边界值问题进行理论和数值研究。我们提出了一种程序,可以处理非常一般的线性或非线性边界条件。它包括将问题简化为一个具有非局部通量并与常微分方程耦合的守恒定律系统。利用这种重述方法,分别提出了两种一阶和二阶混合有限体积/有限差分方案。利用使用多种边界条件的可能性,对边界条件的渐近稳定性进行了数值研究,这在沿岸海洋 学中是一个具有实际意义的问题,因为渐近稳定的边界条件可以使人们仅根据边界数据重建波 场,即使不知道初始数据。
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引用次数: 0
Asymptotics of the partition function of the perturbed Gross–Witten–Wadia unitary matrix model 扰动格罗斯-威滕-瓦迪亚单元矩阵模型分割函数的渐近性
IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-03 DOI: 10.1111/sapm.12762
Yu Chen, Shuai‐Xia Xu, Yu‐Qiu Zhao
We consider the asymptotics of the partition function of the extended Gross–Witten–Wadia unitary matrix model by introducing an extra logarithmic term in the potential. The partition function can be written as a Toeplitz determinant with entries expressed in terms of the modified Bessel functions of the first kind and furnishes a ‐function sequence of the Painlevé equation. We derive the asymptotic expansions of the Toeplitz determinant up to and including the constant terms as the size of the determinant tends to infinity. The constant terms therein are expressed in terms of the Riemann zeta‐function and the Barnes ‐function. A third‐order phase transition in the leading terms of the asymptotic expansions is also observed.
通过在势中引入额外的对数项,我们考虑了扩展的格罗斯-威滕-瓦迪亚单元矩阵模型的分割函数的渐近性。分割函数可以写成一个托普利兹行列式,其项用修正的贝塞尔第一类函数表示,并提供了一个潘勒韦方程的函数序列。当行列式的大小趋于无穷大时,我们推导出托普利兹行列式的渐近展开式,其中包括常数项。其中的常数项用黎曼zeta函数和巴恩斯函数表示。在渐近展开的前导项中也观察到了三阶相变。
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引用次数: 0
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Studies in Applied Mathematics
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