流体-网络关系:衰变规律与空间自我相似性,尺度不变性和控制缩放相遇
Yang Tian1, Pei Sun2, Yizhou Xu3
1City University of Macau, City University of Macau, City University of Macau, Infplane AI Technologies Ltd, Beijing 100080, China; Laboratory of Computational Biology and Complex Systems, Macau 999078, China; Faculty of Health and Wellness, Macau 999078, China; and Faculty of Data Science, Macau 999078, China.
Physical review. E
|February 7, 2025
概括
这项研究揭示了流体力学属性与网络拓学的关系. 我们发现了流体流动特征与网络自我相似性和规模不变性之间的电力定律关系,为流体动力学提供了新的见解.
科学领域:
- 物理 物理学 物理
- 流体动力学 流体动力学
- 网络科学 网络科学
背景情况:
- 最近的发现揭示了隐含的流体结构,使流体物理学的网络分析成为可能.
- 了解流体机械特性与网络拓之间的联系至关重要,但仍然有限.
研究的目的:
- 建立基本流体流动特性和网络特征之间的定量关系.
- 探索机械性质是如何在拓性质中表示的,反之亦然.
主要方法:
- 分析流体流动中的空间自我相似性 (经典和通用定义).
- 使用重新规范化组对尺度不变的研究.
- 定义一个网络控制问题的定义,以研究扰乱传播.
主要成果:
- 网络中偏离自相似状态的偏差显示了功率定律与流体流动性质的扩展.
- 网络中的尺度不变的打破也跟随了动力定律与流体流动性质的缩放.
- 控制旋转网络的成本随着范围的扩大而呈指数变化,衰变速率取决于流体特性.
结论:
- 已建立的流体-网络关系量化流体动力学和隐性网络结构之间的相互作用.
- 的多样性对于自相似的流体流动至关重要.
- 网络分析为研究流体物理学提供了一个强大的框架.
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