论文标题

迈向统一的分数和非局部矢量演算理论

Towards a Unified Theory of Fractional and Nonlocal Vector Calculus

论文作者

D'Elia, Marta, Gulian, Mamikon, Olson, Hayley, Karniadakis, George Em

论文摘要

非本地和分数模型捕获了经典部分微分方程无法描述的效果;因此,它们适用于具有多尺度或异常行为的广泛工程和科学应用。这促使人们对包括非本地和分数梯度,分歧和拉普拉斯型操作员以及诸如格林的身份等工具的矢量计算的渴望,以模拟地下运输,湍流和保护法。在文献中,已经提出了几种非本地和分数矢量计算的独立定义和理论。有些已经进行了严格的研究,而另一些则是针对特定应用的临时研究。这项工作的目的是通过(1)通过(1)将分数矢量计算作为非局部矢量计算的特殊情况,(2)与未加权且加权的laplacian运算符相关,通过引入绿色的范围,(3)将相应的变量置于绿色的形式,(3)问题。所提出的框架通过支持新的模型发现,为广泛的运营商建立理论和解释,并提供经典矢量计算的标准工具的有用类似物,这超出了非局部方程的分析。

Nonlocal and fractional-order models capture effects that classical partial differential equations cannot describe; for this reason, they are suitable for a broad class of engineering and scientific applications that feature multiscale or anomalous behavior. This has driven a desire for a vector calculus that includes nonlocal and fractional gradient, divergence and Laplacian type operators, as well as tools such as Green's identities, to model subsurface transport, turbulence, and conservation laws. In the literature, several independent definitions and theories of nonlocal and fractional vector calculus have been put forward. Some have been studied rigorously and in depth, while others have been introduced ad-hoc for specific applications. The goal of this work is to provide foundations for a unified vector calculus by (1) consolidating fractional vector calculus as a special case of nonlocal vector calculus, (2) relating unweighted and weighted Laplacian operators by introducing an equivalence kernel, and (3) proving a form of Green's identity to unify the corresponding variational frameworks for the resulting nonlocal volume-constrained problems. The proposed framework goes beyond the analysis of nonlocal equations by supporting new model discovery, establishing theory and interpretation for a broad class of operators, and providing useful analogues of standard tools from the classical vector calculus.

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