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Long-time correlations for a hard-sphere gas at equilibrium 平衡状态下硬球气体的长时间相关性
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-09 DOI: 10.1002/cpa.22120
Thierry Bodineau, Isabelle Gallagher, Laure Saint-Raymond, Sergio Simonella

It has been known since Lanford that the dynamics of a hard-sphere gas is described in the low density limit by the Boltzmann equation, at least for short times. The classical strategy of proof fails for longer times, even close to equilibrium. In this paper, we introduce a weak convergence method coupled with a sampling argument to prove that the covariance of the fluctuation field around equilibrium is governed by the linearized Boltzmann equation globally in time (including in diffusive regimes). This method is much more robust and simpler than the one devised in Bodineau et al which was specific to the 2D case.

自Lanford以来,人们已经知道硬球气体的动力学是用玻尔兹曼方程在低密度极限下描述的,至少在很短的时间内是这样。经典的证明策略失败的时间更长,甚至接近平衡。本文引入一种弱收敛方法和一个抽样论证,证明了平衡态上下波动场的协方差在时间上全局(包括在扩散状态下)受线性化玻尔兹曼方程的控制。该方法比Bodineau等人设计的针对二维情况的方法更加鲁棒和简单。
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引用次数: 6
Generalization of waving-plate theory to multiple interacting swimmers 波浪板理论在多个相互作用游泳运动员中的推广
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-07 DOI: 10.1002/cpa.22113
Peter J. Baddoo, Nicholas J. Moore, Anand U. Oza, Darren G. Crowdy

Early research in aerodynamics and biological propulsion was dramatically advanced by the analytical solutions of Theodorsen, von Kármán, Wu and others. While these classical solutions apply only to isolated swimmers, the flow interactions between multiple swimmers are relevant to many practical applications, including the schooling and flocking of animal collectives. In this work, we derive a class of solutions that describe the hydrodynamic interactions between an arbitrary number of swimmers in a two-dimensional inviscid fluid. Our approach is rooted in multiply-connected complex analysis and exploits several recent results. Specifically, the transcendental (Schottky–Klein) prime function serves as the basic building block to construct the appropriate conformal maps and leading-edge-suction functions, which allows us to solve the modified Schwarz problem that arises. As such, our solutions generalize classical thin aerofoil theory, specifically Wu's waving-plate analysis, to the case of multiple swimmers. For the case of a pair of interacting swimmers, we develop an efficient numerical implementation that allows rapid computations of the forces on each swimmer. We investigate flow-mediated equilibria and find excellent agreement between our new solutions and previously reported experimental results. Our solutions recover and unify disparate results in the literature, thereby opening the door for future studies into the interactions between multiple swimmers.

西奥多森、冯·卡尔曼、吴等人的分析解决方案极大地推动了空气动力学和生物推进的早期研究。虽然这些经典解决方案仅适用于孤立的游泳者,但多个游泳者之间的流动相互作用与许多实际应用有关,包括动物集体的教育和群集。在这项工作中,我们导出了一类描述二维无粘性流体中任意数量游泳者之间流体动力学相互作用的解。我们的方法植根于多重连接复杂分析,并利用了最近的几个结果。具体而言,超越(Schottky–Klein)质函数是构造适当的共形映射和前缘吸力函数的基本构建块,这使我们能够解决出现的修正Schwarz问题。因此,我们的解决方案将经典的薄机翼理论,特别是吴的波浪板分析推广到多个游泳者的情况。对于一对相互作用的游泳者的情况,我们开发了一种有效的数值实现,可以快速计算每个游泳者身上的力。我们研究了流介导的平衡,发现我们的新解决方案与之前报道的实验结果之间非常一致。我们的解决方案恢复并统一了文献中不同的结果,从而为未来研究多个游泳者之间的相互作用打开了大门。
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引用次数: 3
Reflective prolate-spheroidal operators and the adelic Grassmannian 反射椭球算子与格拉斯曼
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-04 DOI: 10.1002/cpa.22118
W. Riley Casper, F. Alberto Grünbaum, Milen Yakimov, Ignacio Zurrián

Beginning with the work of Landau, Pollak and Slepian in the 1960s on time-band limiting, commuting pairs of integral and differential operators have played a key role in signal processing, random matrix theory, and integrable systems. Previously, such pairs were constructed by ad hoc methods, which essentially worked because a commuting operator of low order could be found by a direct calculation. We describe a general approach to these problems that proves that every point W of Wilson's infinite dimensional adelic Grassmannian Grad$operatorname{{mathrm{Gr}^{mathrm{ad}}}}$ gives rise to an integral operator TW$T_W$, acting on L2(Γ)$L^2(Gamma )$ for a contour ΓC$Gamma subset mathbb {C}$, which reflects a differential operator with rational coefficients R(z,z)$R(z, partial _z)$ in the sense that R(z,z)TW=T
从Landau、Pollak和Slepian在20世纪60年代关于时间带限制的工作开始,积分和微分算子的交换对在信号处理、随机矩阵理论和可积系统中发挥了关键作用。以前,这种对是通过特设方法构建的,这基本上是有效的,因为可以通过直接计算找到低阶的通勤算子。我们描述了一种解决这些问题的一般方法,证明了Wilson的无穷维adelic Grassmannian Grad$算子名{{mathrm{Gr}^{math rm{ad}}}}$的每一点W都产生了一个积分算子TW$T_W$,作用于轮廓Γ⊂C$Gammasubet mathbb{C}$上的L2(Γ)$L^2(Gamma)$,它反映了在L2(Γ)$L^2(Gamma。利用分析方法和可积系统的方法,我们证明了反射微分算子可以由相关联的双谱函数ψW(x,z)$psi_W(x,z)$的傅立叶代数构造。该代数相对于二重过滤的确切大小反过来使用代数几何方法来确定。格拉斯曼的四个对合的内在性质自然地导致我们考虑上面的反射性质来代替普通交换性。此外,我们证明了具有由秩一双谱函数ψW(x,−z)$psi_W(x,-z)$给出的核的广义拉普拉斯变换的时间带限制算子总是反映微分算子。使用90°旋转自变量来证明具有核的广义傅立叶变换的时间带限制算子ψW(x,iz)$psi_W(x,iz)$允许交换微分算子。这些方法产生了大量具有长椭球性质的积分算子,这些算子与Krichever在20世纪70年代末引入的KP层次的所有有理解在无穷远处消失的波函数有关。
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引用次数: 7
Strong Asymptotics of Planar Orthogonal Polynomials: Gaussian Weight Perturbed by Finite Number of Point Charges 平面正交多项式的强渐近性:有限个数点电荷扰动的高斯权
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-03 DOI: 10.1002/cpa.22122
Seung-Yeop Lee, Meng Yang

We consider the orthogonal polynomial pn(z) with respect to the planar measure supported on the whole complex plane

我们考虑在整个复平面e−N|z|2∏j=1ν|z−aj|2cjdA(z) $$begin{equation*}{{mathrm{e}}}^{ - N|z{|}^2}prodlimits_{j = 1}^nu {|z - {a}_j{|}^{2{c}_j}} {mathrm{d}}A(z)end{equation*}$$上支持的平面测度的正交多项式pn(z),其中dA是平面的勒贝格测度,N是一个正常数,{c1,…},cν是大于- 1的非零实数,{a1,…},D≠{0}${ {a}_1, ldots ,{a}_nu } subset mathbb{D}backslash { 0} $是单位圆盘内的不同点。在n/ n = 1和n→∞的尺度极限下,得到了多项式pn(z)的强渐近性。我们证明了根的支持收敛于我们所说的“多重塞格尔曲线”,这是一条具有ν + 1分量的连通曲线。我们将非线性最陡下降方法[9,10]应用于[22]中大小为(ν + 1) × (ν + 1)的矩阵Riemann - Hilbert问题。©2023 Wiley期刊有限责任公司
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引用次数: 11
Nonlinear inviscid damping and shear-buoyancy instability in the two-dimensional Boussinesq equations 二维Boussinesq方程中的非线性无粘阻尼和剪切浮力不稳定性
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-03 DOI: 10.1002/cpa.22123
Jacob Bedrossian, Roberta Bianchini, Michele Coti Zelati, Michele Dolce

We investigate the long-time properties of the two-dimensional inviscid Boussinesq equations near a stably stratified Couette flow, for an initial Gevrey perturbation of size ε. Under the classical Miles-Howard stability condition on the Richardson number, we prove that the system experiences a shear-buoyancy instability: the density variation and velocity undergo an O(t1/2)$O(t^{-1/2})$ inviscid damping while the vorticity and density gradient grow as O(t1/2)$O(t^{1/2})$. The result holds at least until the natural, nonlinear timescale tε2$t approx varepsilon ^{-2}$. Notice that the density behaves very differently from a passive scalar, as can be seen from the inviscid damping and slower gradient growth. The proof relies on several ingredients: (A) a suitable symmetrization that makes the linear terms amenable to energy methods and takes into account the classical Miles-Howard spectral stability condition; (B) a variation of the Fourier time-dependent energy method introduced for the inviscid, homogeneous Couette flow problem developed on a toy model adapted to the Boussinesq equations, that is, tracking the potential nonlinear echo chains in the symmetrized variables despite the vorticity growth.

我们研究了在稳定分层Couette流附近的二维无粘性Boussinesq方程的长时间性质,对于大小为ε的初始Gevrey扰动。在Richardson数上的经典Miles‐Howard稳定性条件下,我们证明了系统经历剪切浮力不稳定性:密度变化和速度经历O(t−1/2)$O(t^{-1/2})$无粘性阻尼,而涡度和密度梯度随着O(t1/2)$O。该结果至少持续到自然非线性时间尺度t≈ε−2$tapproxvarepsilon^{-2}$。请注意,密度的行为与被动标量非常不同,这可以从无粘性阻尼和较慢的梯度增长中看出。证明依赖于几个因素:(A)适当的对称性,使线性项服从能量方法,并考虑经典的Miles‐Howard谱稳定性条件;(B) 针对在适用于Boussinesq方程的玩具模型上开发的无粘性齐次Couette流问题,引入了傅立叶时间相关能量方法的一种变体,即跟踪对称变量中的潜在非线性回波链,尽管涡度增长。
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引用次数: 14
Detecting the birth and death of finite-time coherent sets 有限时间相干集的生死检测
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-03 DOI: 10.1002/cpa.22115
Gary Froyland, Péter Koltai

Finite-time coherent sets (FTCSs) are distinguished regions of phase space that resist mixing with the surrounding space for some finite period of time; physical manifestations include eddies and vortices in the ocean and atmosphere, respectively. The boundaries of FTCSs are examples of Lagrangian coherent structures (LCSs). The selection of the time duration over which FTCS and LCS computations are made in practice is crucial to their success. If this time is longer than the lifetime of coherence of individual objects then existing methods will fail to detect the shorter-lived coherence. It is of clear practical interest to determine the full lifetime of coherent objects, but in complicated practical situations, for example a field of ocean eddies with varying lifetimes, this is impossible with existing approaches. Moreover, determining the timing of emergence and destruction of coherent sets is of significant scientific interest. In this work we introduce new constructions to address these issues. The key components are an inflated dynamic Laplace operator and the concept of semi-material FTCSs. We make strong mathematical connections between the inflated dynamic Laplacian and the standard dynamic Laplacian, showing that the latter arises as a limit of the former. The spectrum and eigenfunctions of the inflated dynamic Laplacian directly provide information on the number, lifetimes, and evolution of coherent sets.

有限时间相干集(FTCSs)是相空间的区分区域,在有限时间内抵抗与周围空间的混合;物理表现包括分别在海洋和大气中的涡旋和漩涡。ftcs的边界是拉格朗日相干结构(lcs)的例子。在实际中进行FTCS和LCS计算的时间长度的选择对它们的成功至关重要。如果这个时间长于单个对象的相干寿命,那么现有的方法将无法检测到寿命较短的相干。确定相干物体的完整生命周期显然具有实际意义,但在复杂的实际情况下,例如具有不同生命周期的海洋涡流场,用现有方法是不可能的。此外,确定相干集的出现和破坏时间具有重要的科学意义。在这项工作中,我们引入了新的结构来解决这些问题。关键部件是一个膨胀的动态拉普拉斯算子和半材料ftcs的概念。我们在膨胀动态拉普拉斯算子和标准动态拉普拉斯算子之间建立了强有力的数学联系,表明后者是前者的极限。膨胀动态拉普拉斯算子的谱和特征函数直接提供了相干集的数量、生存期和演化的信息。
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引用次数: 10
On the stabilizing effect of rotation in the 3d Euler equations 旋转在三维欧拉方程中的稳定作用
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-07-01 DOI: 10.1002/cpa.22107
Yan Guo, Chunyan Huang, Benoit Pausader, Klaus Widmayer

While it is well known that constant rotation induces linear dispersive effects in various fluid models, we study here its effect on long time nonlinear dynamics in the inviscid setting. More precisely, we investigate stability in the 3d rotating Euler equations in R3$mathbb {R}^3$ with a fixed speed of rotation. We show that for any M>0$mathcal {M}> 0$, axisymmetric initial data of sufficiently small size ε lead to solutions that exist for a long time at least εM$varepsilon ^{-mathcal {M}}$ and disperse. This is a manifestation of the stabilizing effect of rotation, regardless of its speed. To achieve this we develop an anisotropic framework that naturally builds on the available symmetries. This allows for a precise quantification and control of the geometry of nonlinear interactions, while at the same time giving enough information to obtain dispersive decay via adapted linear dispersive estimates.

众所周知,在各种流体模型中,恒定旋转会引起线性色散效应,本文研究了恒定旋转对无粘环境下长时间非线性动力学的影响。更准确地说,我们研究了在R3$mathbb {R}^3$中具有固定旋转速度的三维旋转欧拉方程的稳定性。我们证明了对于任意M>0$mathcal {M}> 0$,具有足够小尺寸ε的轴对称初始数据会导致至少ε - M$varepsilon ^{-mathcal {M}}$存在很长时间且分散的解。这是旋转稳定效果的表现,无论其速度如何。为了实现这一点,我们开发了一个各向异性框架,自然地建立在可用的对称性上。这允许对非线性相互作用的几何形状进行精确的量化和控制,同时通过自适应的线性色散估计提供足够的信息来获得色散衰减。
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引用次数: 5
Polynomial-time universality and limitations of deep learning 深度学习的多项式时间普遍性和局限性
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-06-30 DOI: 10.1002/cpa.22121
Emmanuel Abbe, Colin Sandon

The goal of this paper is to characterize function distributions that general neural networks trained by descent algorithms (GD/SGD), can or cannot learn in polytime. The results are: (1) The paradigm of general neural networks trained by SGD is poly-time universal: any function distribution that can be learned from samples in polytime can also be learned by a poly-size neural net trained by SGD with polynomial parameters. In particular, this can be achieved despite polynomial noise on the gradients, implying a separation result between SGD-based deep learning and statistical query algorithms, as the latter are not comparably universal due to cases like parities. This also shows that deep learning does not suffer from the limitations of shallow networks. (2) The paper further gives a lower-bound on the generalization error of descent algorithms, which relies on two quantities: the cross-predictability, an average-case quantity related to the statistical dimension, and the null-flow, a quantity specific to descent algorithms. The lower-bound implies in particular that for functions of low enough cross-predictability, the above robust universality breaks down once the gradients are averaged over too many samples (as in perfect GD) rather than fewer (as in SGD). (3) Finally, it is shown that if larger amounts of noise are added on the initialization and on the gradients, then SGD is no longer comparably universal due again to distributions having low enough cross-predictability.

本文的目标是表征由下降算法(GD/SGD)训练的一般神经网络在多时间内可以或不能学习的函数分布。结果表明:(1)SGD训练的一般神经网络范式具有多时间通用性:任何可以从多时间样本中学习到的函数分布也可以通过SGD训练的具有多项式参数的多尺度神经网络学习到。特别是,这可以在梯度上存在多项式噪声的情况下实现,这意味着基于SGD的深度学习和统计查询算法之间的分离结果,因为后者由于诸如奇偶之类的情况而不具有可比性。这也表明深度学习不会受到浅网络的限制。(2)进一步给出了下降算法泛化误差的下界,该下界依赖于两个量:交叉可预测性(与统计维度相关的平均情况量)和零流(特定于下降算法的量)。下界特别意味着,对于交叉可预测性足够低的函数,一旦梯度在太多样本(如完美GD)而不是更少样本(如SGD)上平均,上述鲁棒普遍性就会崩溃。(3)最后,研究表明,如果在初始化和梯度上添加大量的噪声,那么由于分布具有足够低的交叉可预测性,SGD不再具有相当的普适性。
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引用次数: 0
Compressible Navier-Stokes equations with ripped density 具有撕裂密度的可压缩Navier-Stokes方程
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-06-28 DOI: 10.1002/cpa.22116
Raphaël Danchin, Piotr BogusŁaw Mucha

We are concerned with the Cauchy problem for the two-dimensional compressible Navier-Stokes equations  supplemented with general H1 initial velocity and bounded initial density not necessarily strictly positive: it may be the characteristic function of any set, for instance. In the perfect gas case, we establish global-in-time existence and uniqueness, provided the volume (bulk) viscosity coefficient is large enough. For more general pressure laws (like e.g., P=ργ$P=rho ^gamma$ with γ>1$gamma >1$), we still get global existence, but uniqueness remains an open question. As a by-product of our results, we give a rigorous justification of the convergence to the inhomogeneous incompressible Navier-Stokes equations when the bulk viscosity tends to infinity. In the three-dimensional case, similar results are proved for short time without restriction on the viscosity, and for large time if the initial velocity field is small enough.

我们关注的是二维可压缩Navier-Stokes方程的Cauchy问题,该方程补充了一般的H1初始速度和有界初始密度,但不一定是严格正的:例如,它可能是任何集合的特征函数。在理想气体的情况下,只要体积(体积)粘度系数足够大,我们就建立了全局实时存在性和唯一性。对于更一般的压力定律(例如,P=ργ$P=rho^gamma$,γ>1$gamma>1$),我们仍然得到全局存在性,但唯一性仍然是一个悬而未决的问题。作为我们结果的副产品,当体积粘度趋于无穷大时,我们对非均匀不可压缩Navier-Stokes方程的收敛性给出了严格的证明。在三维情况下,在不受粘度限制的短时间内,以及在初始速度场足够小的大时间内,都证明了类似的结果。
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引用次数: 6
Giant component for the supercritical level-set percolation of the Gaussian free field on regular expander graphs 正则膨胀图上高斯自由场超临界水平集渗流的巨分量
IF 3 1区 数学 Q1 Mathematics Pub Date : 2023-06-28 DOI: 10.1002/cpa.22112
Jiří Černý

We consider the zero-average Gaussian free field on a certain class of finite d-regular graphs for fixed d3$dge 3$. This class includes d-regular expanders of large girth and typical realisations of random d-regular graphs. We show that the level set of the zero-average Gaussian free field above level h has a giant component in the whole supercritical phase, that is for all h<h$h<h_star$, with probability tending to one as the size of the graphs tends to infinity. In addition, we show that this component is unique. This significantly improves the result of [4], where it was shown that a linear fraction of vertices is in mesoscopic components if h<h$h<h_star$, and together with the description of the subcritical phase from [4] establishes a fully-fledged percolation phase transition for the model.

我们考虑一类固定d≥3$dge3$的有限d正则图上的零平均高斯自由场。此类包括大周长的d-正则扩展器和随机d-正则图的典型实现。我们证明了在h能级以上的零平均高斯自由场的能级集在整个超临界相中有一个巨大的分量,即对于所有h
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引用次数: 1
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Communications on Pure and Applied Mathematics
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