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Linearized Optimal Transport on Manifolds 曲面上的线性化最优传输
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-09 DOI: 10.1137/23m1564535
Clément Sarrazin, Bernhard Schmitzer
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4970-5016, August 2024.
Abstract. Optimal transport is a geometrically intuitive, robust, and flexible metric for sample comparison in data analysis and machine learning. Its formal Riemannian structure allows for a local linearization via a tangent space approximation. This in turn leads to a reduction of computational complexity and simplifies combination with other methods that require a linear structure. Recently this approach has been extended to the unbalanced Hellinger–Kantorovich (HK) distance. In this article we further extend the framework in various ways, including measures on manifolds, the spherical HK distance, a study of the consistency of discretization via the barycentric projection, and the continuity properties of the logarithmic map for the HK distance.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4970-5016 页,2024 年 8 月。 摘要最优传输是一种直观、稳健、灵活的几何度量,可用于数据分析和机器学习中的样本比较。其形式上的黎曼结构允许通过切线空间近似实现局部线性化。这反过来又降低了计算复杂度,简化了与其他需要线性结构的方法的结合。最近,这种方法被扩展到非平衡海灵格-康托洛维奇(HK)距离。在这篇文章中,我们从多方面进一步扩展了这一框架,包括流形上的度量、球形 HK 距离、通过重心投影进行离散化的一致性研究,以及 HK 距离对数映射的连续性特性。
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引用次数: 0
Reaction-Diffusion Equations with Transport Noise and Critical Superlinear Diffusion: Global Well-Posedness of Weakly Dissipative Systems 具有传输噪声和临界超线性扩散的反应-扩散方程:弱耗散系统的全局拟合
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-09 DOI: 10.1137/23m1562482
Antonio Agresti, Mark Veraar
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4870-4927, August 2024.
Abstract. In this paper, we investigate the global well-posedness of reaction-diffusion systems with transport noise on the [math]-dimensional torus. We show new global well-posedness results for a large class of scalar equations (e.g., the Allen–Cahn equation) and dissipative systems (e.g., equations in coagulation dynamics). Moreover, we prove global well-posedness for two weakly dissipative systems: Lotka–Volterra equations for [math] and the Brusselator for [math]. Many of the results are also new without transport noise. The proofs are based on maximal regularity techniques, positivity results, and sharp blow-up criteria developed in our recent works, combined with energy estimates based on Itô’s formula and stochastic Gronwall inequalities. Key novelties include the introduction of new [math]-coercivity/dissipativity conditions and the development of an [math]-framework for systems of reaction-diffusion equations, which are needed when treating dimensions [math] in the case of cubic or higher order nonlinearities.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4870-4927 页,2024 年 8 月。 摘要本文研究了[math]维环面上具有输运噪声的反应扩散系统的全局好摆性。我们为一大类标量方程(如 Allen-Cahn 方程)和耗散系统(如凝结动力学方程)展示了新的全局好摆性结果。此外,我们还证明了两个弱耗散系统的全局拟合性:数学]的 Lotka-Volterra 方程和[数学]的 Brusselator。许多结果也是在没有传输噪声的情况下获得的新结果。证明基于最大正则性技术、实在性结果和我们近期工作中开发的尖锐炸毁标准,并结合了基于 Itô 公式和随机格伦沃尔不等式的能量估计。主要创新之处包括引入了新的[math]-coercivity/dissipativity条件,并为反应扩散方程系统开发了[math]-框架,这在处理立方或高阶非线性情况下的维数[math]时是必需的。
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引用次数: 0
Gradient Regularity for a Class of Widely Degenerate Parabolic Systems 一类宽畸变抛物线系统的梯度正则性
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-09 DOI: 10.1137/23m1589232
Verena Bögelein, Frank Duzaar, Raffaella Giova, Antonia Passarelli di Napoli
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 5017-5078, August 2024.
Abstract. In this paper we study the [math] regularity of the weak solutions to the widely degenerate parabolic system [math] where [math], [math] is a parabolic cylinder with a bounded domain [math], and [math]. For the weak solutions [math] with [math], we prove that [math] is continuous in [math] for any continuous function [math] vanishing on the set [math].
SIAM 数学分析期刊》,第 56 卷第 4 期,第 5017-5078 页,2024 年 8 月。 摘要本文研究广泛退化抛物系统[math]弱解的[math]正则性,其中[math]、[math]为抛物柱面,[math]为有界域[math],[math]为[math]。对于有[math]的弱解[math],我们证明对于在集合[math]上消失的任何连续函数[math],[math]在[math]中是连续的。
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引用次数: 0
Curvature Effects in Pattern Formation: Well-Posedness and Optimal Control of a Sixth-Order Cahn–Hilliard Equation 图案形成中的曲率效应:六阶卡恩-希利亚德方程的拟合与优化控制
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-09 DOI: 10.1137/24m1630372
Pierluigi Colli, Gianni Gilardi, Andrea Signori, Jürgen Sprekels
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4928-4969, August 2024.
Abstract. This work investigates the well-posedness and optimal control of a sixth-order Cahn–Hilliard equation, a higher-order variant of the celebrated and well-established Cahn–Hilliard equation. The equation is endowed with a source term, where the control variable enters as a distributed mass regulator. The inclusion of additional spatial derivatives in the sixth-order formulation enables the model to capture curvature effects, leading to a more accurate depiction of isothermal phase separation dynamics in complex materials systems. We provide a well-posedness result for the aforementioned system when the corresponding nonlinearity of double-well shape is regular and then analyze a corresponding optimal control problem. For the latter, existence of optimal controls is established, and the first-order necessary optimality conditions are characterized via a suitable variational inequality. These results aim at contributing to improving the understanding of the mathematical properties and control aspects of the sixth-order Cahn–Hilliard equation, offering potential applications in the design and optimization of materials with tailored microstructures and properties.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4928-4969 页,2024 年 8 月。 摘要本研究探讨了六阶 Cahn-Hilliard 方程的良好求解性和最优控制,该方程是著名且成熟的 Cahn-Hilliard 方程的高阶变体。该方程带有一个源项,控制变量以分布式质量调节器的形式进入。在六阶公式中加入额外的空间导数,使模型能够捕捉曲率效应,从而更准确地描述复杂材料系统中的等温相分离动力学。当相应的双井形状非线性有规律时,我们给出了上述系统的好求结果,然后分析了相应的最优控制问题。对于后者,我们建立了最优控制的存在性,并通过适当的变分不等式描述了一阶必要最优条件。这些结果旨在加深对六阶 Cahn-Hilliard 方程的数学特性和控制方面的理解,为设计和优化具有定制微结构和特性的材料提供潜在应用。
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引用次数: 0
Globally Analytical Solutions of the Compressible Oldroyd-B Model Without Retardation 无缓速可压缩奥尔德罗伊德-B 模型的全局分析解决方案
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-05 DOI: 10.1137/23m1588974
Xinghong Pan
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4854-4869, August 2024.
Abstract. In this paper, we prove the global existence of analytical solutions to the compressible Oldroyd-B model without retardation near a nonvacuum equilibrium in [math] [math]. Zero retardation results in zero dissipation in the velocity equation, which is the main difficulty that prevents us from obtaining the long time well-posedness of solutions. Through dedicated analysis, we find that the linearized equations of this model have damping effects, which ensure the global-in-time existence of small data solutions. However, the nonlinear quadratic terms have one more order derivative than the linear part and no good structure is discovered to overcome this derivative loss problem. So we can only build the result in the analytical energy space rather than Sobolev space with finite order derivatives.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4854-4869 页,2024 年 8 月。 摘要本文证明了[math][math]中可压缩 Oldroyd-B 模型在非真空平衡附近无延迟的全局存在解析解。零迟滞导致速度方程中的零耗散,这是阻碍我们获得长时间良好求解的主要困难。通过专门分析,我们发现该模型的线性化方程具有阻尼效应,这确保了小数据解的全局时间存在性。然而,非线性二次项比线性部分多了一阶导数,目前还没有发现克服导数损失问题的良好结构。因此,我们只能在分析能量空间而不是具有有限阶导数的 Sobolev 空间中建立结果。
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引用次数: 0
On Scattering Behavior of Corner Domains with Anisotropic Inhomogeneities 各向异性非均质角域的散射行为
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-05 DOI: 10.1137/23m1603029
Pu-Zhao Kow, Mikko Salo, Henrik Shahgholian
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4834-4853, August 2024.
Abstract. This paper investigates the possible scattering and nonscattering behavior of an anisotropic and inhomogeneous Lipschitz medium at a fixed wave number and with a single incident field. We connect the anisotropic nonscattering problem to a Bernoulli type free boundary problem. By invoking methods from the theory of free boundaries, we show that an anisotropic medium with Lipschitz but not [math] boundary scatters every incident wave that satisfies a nondegeneracy condition.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4834-4853 页,2024 年 8 月。 摘要本文研究了各向异性非均质 Lipschitz 介质在固定波数和单一入射场下可能发生的散射和非散射行为。我们将各向异性非散射问题与伯努利式自由边界问题联系起来。通过引用自由边界理论的方法,我们证明了具有 Lipschitz 但非[数学]边界的各向异性介质会散射每一个满足非孤立条件的入射波。
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引用次数: 0
Global Classical Large Solutions for the Radiation Hydrodynamics Model in Unbounded Domains 无界域辐射流体力学模型的全局经典大解
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-04 DOI: 10.1137/23m1598581
Jing Wei, Minyi Zhang, Changjiang Zhu
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4811-4833, August 2024.
Abstract. This paper is concerned with the global existence of large solutions to the initial and initial boundary value problems for the radiation hydrodynamics model with constant viscosity coefficient and temperature-dependent heat conductivity coefficient. In particular, the initial data and [math] could be arbitrarily large. Compared with the classical compressible Navier–Stokes equations, the research on the radiation hydrodynamics model is more complicated due to the presence of the radiation effect. To overcome difficulties caused by the radiation, inspired by [J. Li and Z. L. Liang, Arch. Ration. Mech. Anal., 220 (2016), pp. 1195–1208; J. H. Zhang and H. J. Zhao, SIAM J. Math. Anal., 55 (2023), pp. 6229–6261], we construct a pointwise estimate between the radiative heat flux and the temperature; then we can establish the desired basic energy estimate by considering that the temperature has lower and upper bounds separately. And once that is obtained, the main result is proved by employing the elementary energy methods.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4811-4833 页,2024 年 8 月。 摘要本文关注粘性系数恒定、导热系数随温度变化的辐射流体力学模型的初始值和初始边界值问题的全局大解存在性。特别是,初始数据和[math]可以任意大。与经典的可压缩 Navier-Stokes 方程相比,由于辐射效应的存在,辐射流体力学模型的研究更为复杂。为了克服辐射带来的困难,受[J. Li 和 Z. L. Liang]的启发,我们提出了辐射流体力学模型。Li and Z. L. Liang, Arch.Ration.Mech.Anal., 220 (2016), pp.Anal.,55 (2023),pp. 6229-6261],我们构建了辐射热通量与温度之间的点估计;然后,我们可以通过考虑温度分别具有下限和上限来建立所需的基本能量估计。得到这些估计值后,我们就可以利用基本能量方法证明主要结果了。
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引用次数: 0
The Calderón Problem for Space-Time Fractional Parabolic Operators with Variable Coefficients 具有可变系数的时空分数抛物线算子的卡尔德龙问题
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-03 DOI: 10.1137/23m1584137
Agnid Banerjee, Soumen Senapati
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4759-4810, August 2024.
Abstract. We study an inverse problem for variable coefficient fractional parabolic operators of the form [math] for [math] and show the unique recovery of [math] from exterior measured data. Similar to the fractional elliptic case, we use a Runge-type approximation argument, which is obtained via a global weak unique continuation property. The proof of such a unique continuation result involves a new Carleman estimate for the associated variable coefficient extension operator. In the latter part of the work, we prove analogous unique determination results for fractional parabolic operators with drift.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4759-4810 页,2024 年 8 月。 摘要。我们研究了[math]为[math]形式的可变系数分数抛物线算子的逆问题,并证明了从外部测量数据中恢复[math]的唯一性。与分式椭圆情况类似,我们使用 Runge 型近似论证,通过全局弱唯一延续性质获得。这种唯一延续结果的证明涉及相关变系数扩展算子的新卡勒曼估计。在工作的后半部分,我们证明了具有漂移的分数抛物线算子的类似唯一判定结果。
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引用次数: 0
Nonlocal Elliptic and Parabolic Equations with General Stable Operators in Weighted Sobolev Spaces 加权索波列夫空间中具有一般稳定算子的非局部椭圆和抛物方程
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-02 DOI: 10.1137/23m160061x
Hongjie Dong, Junhee Ryu
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4623-4661, August 2024.
Abstract. We study nonlocal elliptic and parabolic equations on [math] open sets in weighted Sobolev spaces, where [math]. The operators we consider are infinitesimal generators of symmetric stable Lévy processes, whose Lévy measures are allowed to be very singular. Additionally, for parabolic equations, the measures are assumed to be merely measurable in the time variable.
SIAM 数学分析期刊》,第 56 卷,第 4 期,第 4623-4661 页,2024 年 8 月。 摘要。我们研究加权索波列夫空间[math]开集上的非局部椭圆方程和抛物方程,其中[math].我们考虑的算子是对称稳定莱维过程的无穷小发生器,允许其莱维量非常奇异。此外,对于抛物线方程,我们假定其度量仅在时间变量中可测量。
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引用次数: 0
Stability Analysis of an Extended Quadrature Method of Moments for Kinetic Equations 动力学方程的扩展正交矩法稳定性分析
IF 2 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-02 DOI: 10.1137/23m157911x
Ruixi Zhang, Qian Huang, Wen-An Yong
SIAM Journal on Mathematical Analysis, Volume 56, Issue 4, Page 4687-4711, August 2024.
Abstract. This paper performs a stability analysis of a class of moment closure systems derived with an extended quadrature method of moments (EQMOM) for the one-dimensional Bhatnagar–Gross–Krook equation. The class is characterized with a kernel function. A sufficient condition on the kernel is identified for the EQMOM-derived moment systems to be strictly hyperbolic. We also investigate the realizability of the moment method. Moreover, sufficient and necessary conditions are established for the two-node systems to be well-defined and strictly hyperbolic and to preserve the dissipation property of the kinetic equation.
SIAM 数学分析期刊》,第 56 卷第 4 期,第 4687-4711 页,2024 年 8 月。 摘要本文对一维 Bhatnagar-Gross-Krook 方程用扩展正交矩法 (EQMOM) 推导出的一类矩闭合系统进行了稳定性分析。该类系统以一个核函数为特征。为使 EQMOM 得出的矩系严格双曲,确定了核的充分条件。我们还研究了矩方法的可实现性。此外,我们还建立了充分和必要条件,使两节点系统定义明确、严格双曲,并保持动力学方程的耗散特性。
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引用次数: 0
期刊
SIAM Journal on Mathematical Analysis
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