On a novel gradient flow structure for the aggregation equation

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
A. Esposito, R. S. Gvalani, A. Schlichting, M. Schmidtchen
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引用次数: 0

Abstract

The aggregation equation arises naturally in kinetic theory in the study of granular media, and its interpretation as a 2-Wasserstein gradient flow for the nonlocal interaction energy is well-known. Starting from the spatially homogeneous inelastic Boltzmann equation, a formal Taylor expansion reveals a link between this equation and the aggregation equation with an appropriately chosen interaction potential. Inspired by this formal link and the fact that the associated aggregation equation also dissipates the kinetic energy, we present a novel way of interpreting the aggregation equation as a gradient flow, in the sense of curves of maximal slope, of the kinetic energy, rather than the usual interaction energy, with respect to an appropriately constructed transportation metric on the space of probability measures.

关于聚集方程的新型梯度流结构
聚集方程是在研究颗粒介质的动力学理论中自然产生的,它被解释为非局部相互作用能量的 2-Wasserstein 梯度流,这是众所周知的。从空间均质非弹性玻尔兹曼方程出发,形式上的泰勒展开揭示了该方程与适当选择相互作用势的聚集方程之间的联系。受这种形式上的联系以及相关的聚集方程也耗散动能这一事实的启发,我们提出了一种新颖的方法,将聚集方程解释为动能(而非通常的相互作用能)的最大斜率曲线意义上的梯度流,相对于概率度量空间上适当构造的运输度量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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