Detecting the birth and death of finite-time coherent sets

IF 3.1 1区 数学 Q1 MATHEMATICS Communications on Pure and Applied Mathematics Pub Date : 2023-07-03 DOI:10.1002/cpa.22115
Gary Froyland, Péter Koltai
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引用次数: 10

Abstract

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.

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有限时间相干集的生死检测
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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来源期刊
CiteScore
6.70
自引率
3.30%
发文量
59
审稿时长
>12 weeks
期刊介绍: Communications on Pure and Applied Mathematics (ISSN 0010-3640) is published monthly, one volume per year, by John Wiley & Sons, Inc. © 2019. The journal primarily publishes papers originating at or solicited by the Courant Institute of Mathematical Sciences. It features recent developments in applied mathematics, mathematical physics, and mathematical analysis. The topics include partial differential equations, computer science, and applied mathematics. CPAM is devoted to mathematical contributions to the sciences; both theoretical and applied papers, of original or expository type, are included.
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