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Propagation of chaos: A review of models, methods and applications. I. Models and methods 混沌的传播:模型、方法和应用综述。1、模型与方法
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-23 DOI: 10.3934/krm.2022017
L. Chaintron, A. Diez
The notion of propagation of chaos for large systems of interacting particles originates in statistical physics and has recently become a central notion in many areas of applied mathematics. The present review describes old and new methods as well as several important results in the field. The models considered include the McKean-Vlasov diffusion, the mean-field jump models and the Boltzmann models. The first part of this review is an introduction to modelling aspects of stochastic particle systems and to the notion of propagation of chaos. The second part presents concrete applications and a more detailed study of some of the important models in the field.
相互作用粒子的大系统的混沌传播的概念起源于统计物理学,最近已成为应用数学许多领域的中心概念。本文介绍了该领域的一些新、旧方法和重要成果。所考虑的模型包括McKean-Vlasov扩散、平均场跳跃模型和Boltzmann模型。本综述的第一部分是介绍随机粒子系统的建模方面和混沌传播的概念。第二部分介绍了该领域的一些重要模型的具体应用和更详细的研究。
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引用次数: 36
Global-in-time existence of weak solutions for Vlasov-Manev-Fokker-Planck system Vlasov-Manev-Fokker-Planck系统弱解的全局实时存在性
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-17 DOI: 10.3934/krm.2022021
Young-Pil Choi, In-Jee Jeong

We consider the Vlasov–Manev–Fokker–Planck (VMFP) system in three dimensions, which differs from the Vlasov–Poisson–Fokker–Planck in that it has the gravitational potential of the form begin{document}$ -1/r - 1/r^2 $end{document} instead of the Newtonian one. For the VMFP system, we establish the global-in-time existence of weak solutions under smallness assumption on either the initial mass or the coefficient of the pure Manev potential. The proof extends to several related kinetic systems.

We consider the Vlasov–Manev–Fokker–Planck (VMFP) system in three dimensions, which differs from the Vlasov–Poisson–Fokker–Planck in that it has the gravitational potential of the form begin{document}$ -1/r - 1/r^2 $end{document} instead of the Newtonian one. For the VMFP system, we establish the global-in-time existence of weak solutions under smallness assumption on either the initial mass or the coefficient of the pure Manev potential. The proof extends to several related kinetic systems.
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引用次数: 0
Local well-posedness for a class of singular Vlasov equations 一类奇异Vlasov方程的局部适定性
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-15 DOI: 10.3934/krm.2022027
Thomas Chaub

In this article we study a singular Vlasov system on the torus where the force field has the smoothness of a (fractional) derivative begin{document}$ D^{alpha} $end{document} of the density, where begin{document}$ alpha>0 $end{document}. We prove local well-posedness in Sobolev spaces without restriction on the data. This is in sharp contrast with the case begin{document}$ alpha = 0 $end{document} which is ill-posed in Sobolev spaces for general data.

In this article we study a singular Vlasov system on the torus where the force field has the smoothness of a (fractional) derivative begin{document}$ D^{alpha} $end{document} of the density, where begin{document}$ alpha>0 $end{document}. We prove local well-posedness in Sobolev spaces without restriction on the data. This is in sharp contrast with the case begin{document}$ alpha = 0 $end{document} which is ill-posed in Sobolev spaces for general data.
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引用次数: 0
Existence of large-data global weak solutions to kinetic models of nonhomogeneous dilute polymeric fluids 非均相稀聚流体动力学模型大数据全局弱解的存在性
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-14 DOI: 10.3934/krm.2023018
Chuhui He, E. Suli
We prove the existence of large-data global-in-time weak solutions to a general class of coupled bead-spring chain models with finitely extensible nonlinear elastic (FENE) type spring potentials for nonhomogeneous incompressible dilute polymeric fluids in a bounded domain in $mathbb{R}^d$, $d=2$ or $3$. The class of models under consideration involves the Navier--Stokes system with variable density, where the viscosity coefficient depends on both the density and the polymer number density, coupled to a Fokker--Planck equation with a density-dependent drag coefficient. The proof is based on combining a truncation of the probability density function with a two-stage Galerkin approximation and weak compactness and compensated compactness techniques to pass to the limits in the sequence of Galerkin approximations and in the truncation level.
在$mathbb{R}^d$, $d=2$或$3$的有界区域内,证明了一类具有有限可扩展非线性弹性(FENE)型弹簧势的非均质不可压缩稀聚合物流体的一般耦合串弹链模型的大数据整体时间弱解的存在性。所考虑的一类模型涉及具有变密度的Navier—Stokes系统,其中粘度系数取决于密度和聚合物数密度,以及具有密度依赖阻力系数的Fokker—Planck方程。该证明是基于概率密度函数的截断与两阶段伽辽金近似以及弱紧性和补偿紧性技术相结合,以通过在伽辽金近似序列和截断水平上的极限。
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引用次数: 0
Flocking of the Cucker-Smale and Motsch-Tadmor models on general weighted digraphs via a probabilistic method 广义加权有向图上cucker - small和Motsch-Tadmor模型的概率聚类
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-10 DOI: 10.3934/krm.2022040
Adrien Cotil
. In this paper, we discuss the flocking phenomenon for the Cucker-Smale and Motsch-Tadmor models in continuous time on a general oriented and weighted graph with a general communication function. We present a new approach for studying this problem based on a probabilistic interpretation of the solutions. We provide flocking results under four assumptions on the interaction matrix and we highlight how they relate to the convergence in total variation of a certain Markov jump process. Indeed, we refine previous results on the minimal case where the graph admits a unique closed communication class. Considering the two particular cases where the adjacency matrix is scrambling or where it admits a positive reversible measure, we improve the flocking condition obtained for the minimal case. In the last case, we characterise the asymptotic speed. We also study the hierarchical leadership case where we give a new general flocking condition which allows to deal with the case ψ ( r ) ∝ (1 + r 2 ) − β/ 2 and β ≥ 1. For the Motsch-Tadmor model under the hierarchical leadership assumption, we exhibit a case where the flocking phenomenon occurs regardless of the initial conditions and the communication function, in particular even if β ≥ 1.
. 本文讨论了具有一般通信函数的一般有向加权图上连续时间Cucker-Smale和Motsch-Tadmor模型的羊群现象。我们提出了一种基于解的概率解释的新方法来研究这个问题。我们在相互作用矩阵的四个假设下给出了群集结果,并强调了它们与某马尔可夫跳变过程的总变分收敛的关系。实际上,我们在图中允许唯一封闭通信类的最小情况下改进了先前的结果。考虑邻接矩阵置乱和存在正可逆措施的两种特殊情况,改进了最小情况下的群集条件。在最后一种情况下,我们描述了渐近速度。我们还研究了等级领导情况,给出了一个新的一般羊群条件,该条件允许处理ψ (r)∝(1 + r 2) - β/ 2和β≥1的情况。对于层级领导假设下的Motsch-Tadmor模型,我们展示了无论初始条件和通信函数如何,特别是当β≥1时,都会发生群集现象的情况。
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引用次数: 0
Asymptotic growth and decay of two-dimensional symmetric plasmas 二维对称等离子体的渐近生长和衰减
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-08 DOI: 10.3934/krm.2023015
Jonathan Ben-Artzi, Baptiste Morisse, S. Pankavich
We study the large time behavior of classical solutions to the two-dimensional Vlasov-Poisson (VP) and relativistic Vlasov-Poisson (RVP) systems launched by radially-symmetric initial data with compact support. In particular, we prove that particle positions and momenta grow unbounded as $t to infty$ and obtain sharp rates on the maximal values of these quantities on the support of the distribution function for each system. Furthermore, we establish nearly sharp rates of decay for the associated electric field, as well as upper and lower bounds on the decay rate of the charge density in the large time limit. We prove that, unlike (VP) in higher dimensions, smooth solutions do not scatter to their free-streaming profiles as $t to infty$ because nonlinear, long-range field interactions dominate the behavior of characteristics due to the exchange of energy from the potential to the kinetic term. In this way, the system may"forget"any previous configuration of particles.
研究了具有紧支撑的径向对称初始数据发射的二维Vlasov-Poisson (VP)和相对论Vlasov-Poisson (RVP)系统经典解的大时间行为。特别地,我们证明了粒子位置和动量以$t to infty$无界增长,并在每个系统的分布函数的支持下获得了这些量的最大值的急剧速率。此外,我们还建立了相关电场的近似急剧衰减率,以及大时间限制下电荷密度衰减率的上下界。我们证明,与更高维度的(VP)不同,光滑解不会像$t to infty$那样分散到它们的自由流剖面,因为非线性、远程场相互作用主导了特征的行为,这是由于从势项到动力学项的能量交换。通过这种方式,系统可能“忘记”任何先前的粒子配置。
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引用次数: 1
A simple proof of non-explosion for measure solutions of the Keller-Segel equation Keller-Segel方程测度解的非爆炸性的一个简单证明
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-02-07 DOI: 10.3934/krm.2022026
N. Fournier, Yoan Tardy

We give a simple proof, relying on a two-particles moment computation, that there exists a global weak solution to the begin{document}$ 2 $end{document}-dimensional parabolic-elliptic Keller-Segel equation when starting from any initial measure begin{document}$ f_0 $end{document} such that begin{document}$ f_0( {mathbb{R}}^2)< 8 pi $end{document}.

We give a simple proof, relying on a two-particles moment computation, that there exists a global weak solution to the begin{document}$ 2 $end{document}-dimensional parabolic-elliptic Keller-Segel equation when starting from any initial measure begin{document}$ f_0 $end{document} such that begin{document}$ f_0( {mathbb{R}}^2)< 8 pi $end{document}.
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引用次数: 3
Well-posedness and singularity formation for Vlasov–Riesz system Vlasov-Riesz系统的适位性和奇点形成
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-01-31 DOI: 10.3934/krm.2023030
Young-Pil Choi, In-Jee Jeong
We investigate the Cauchy problem for the Vlasov--Riesz system, which is a Vlasov equation featuring an interaction potential generalizing previously studied cases, including the Coulomb $Phi = (-Delta)^{-1}rho$, Manev $(-Delta)^{-1} + (-Delta)^{-frac12}$, and pure Manev $(-Delta)^{-frac12}$ potentials. For the first time, we extend the local theory of classical solutions to potentials more singular than that for the Manev. Then, we obtain finite-time singularity formation for solutions with various attractive interaction potentials, extending the well-known blow-up result of Horst for attractive Vlasov--Poisson for $dge4$. Our local well-posedness and singularity formation results extend to cases when linear diffusion and damping in velocity are present.
我们研究了Vlasov—Riesz系统的Cauchy问题,这是一个Vlasov方程,其特征是相互作用势推广了先前研究的情况,包括库仑$Phi = (-Delta)^{-1}rho$,马涅夫$(-Delta)^{-1} + (-Delta)^{-frac12}$和纯马涅夫$(-Delta)^{-frac12}$势。我们首次将经典解的局部理论推广到比马尼夫方程更奇异的势。然后,我们得到了具有各种吸引相互作用势的解的有限时间奇点形成,推广了众所周知的关于$dge4$的吸引Vlasov—Poisson的Horst爆破结果。我们的局部适定性和奇点形成结果推广到存在线性扩散和速度阻尼的情况。
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引用次数: 4
A stochastic particle system approximating the BGK equation 近似BGK方程的随机粒子系统
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-01-05 DOI: 10.3934/krm.2022029
P. Buttà, M. Pulvirenti

We consider a stochastic begin{document}$ N $end{document}-particle system on a torus in which each particle moving freely can instantaneously thermalize according to the particle configuration at that instant. Following [2], we show that the propagation of chaos does hold and that the one-particle distribution converges to the solution of the BGK equation. The improvement with respect to [2] consists in the fact that here, as suggested by physical considerations, the thermalizing transition is driven only by the restriction of the particle configuration in a small neighborhood of the jumping particle. In other words, the Maxwellian distribution of the outgoing particle is computed via the empirical hydrodynamical fields associated to the fraction of particles sufficiently close to the test particle and not, as in [2], via the whole particle configuration.

We consider a stochastic begin{document}$ N $end{document}-particle system on a torus in which each particle moving freely can instantaneously thermalize according to the particle configuration at that instant. Following [2], we show that the propagation of chaos does hold and that the one-particle distribution converges to the solution of the BGK equation. The improvement with respect to [2] consists in the fact that here, as suggested by physical considerations, the thermalizing transition is driven only by the restriction of the particle configuration in a small neighborhood of the jumping particle. In other words, the Maxwellian distribution of the outgoing particle is computed via the empirical hydrodynamical fields associated to the fraction of particles sufficiently close to the test particle and not, as in [2], via the whole particle configuration.
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引用次数: 1
Linearized Boltzmann collision operator: II. Polyatomic molecules modeled by a continuous internal energy variable 线性化玻尔兹曼碰撞算子:由连续内能变量模拟的多原子分子
IF 1 4区 数学 Q1 MATHEMATICS Pub Date : 2022-01-04 DOI: 10.3934/krm.2023009
Niclas Bernhoff
The linearized collision operator of the Boltzmann equation for single species can be written as a sum of a positive multiplication operator, the collision frequency, and a compact integral operator. This classical result has more recently, been extended to multi-component mixtures and polyatomic single species with the polyatomicity modeled by a discrete internal energy variable. In this work we prove compactness of the integral operator for polyatomic single species, with the polyatomicity modeled by a continuous internal energy variable, and the number of internal degrees of freedom greater or equal to two. The terms of the integral operator are shown to be, or be the uniform limit of, Hilbert-Schmidt integral operators. Self-adjointness of the linearized collision operator follows. Coercivity of the collision frequency are shown for hard-sphere like and hard potential with cut-off like models, implying Fredholmness of the linearized collision operator.
单种玻尔兹曼方程的线性化碰撞算子可以写成正乘法算子、碰撞频率和紧致积分算子的和。这一经典结果最近被推广到多组分混合物和多原子单种,多原子性由离散内能变量建模。本文证明了多原子单种积分算子的紧性,其中多原子性由一个连续的内能变量来建模,并且内部自由度大于或等于2。积分算子的项被证明是,或者是Hilbert-Schmidt积分算子的一致极限。线性化碰撞算子的自伴随性。对于类硬球和类截止模型的硬势,给出了碰撞频率的矫顽力,表明了线性化碰撞算子的弗雷德霍姆性。
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引用次数: 7
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Kinetic and Related Models
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