在多个尺度级别的连续场结构的识别
1UM-SJTU Joint Institute, Shanghai Jiao Tong University, 200240 Shanghai, China.
Chaos (Woodbury, N.Y.)
|May 8, 2024
概括
一种新的多级散射元件 (DE) 结构方法量化了连续场的特性. 这种方法准确地代表了场地几何,并揭示了流的惯性范围,增强了结构分析.
科学领域:
- 流体动力学 流体动力学
- 复杂系统分析 复杂系统分析
- 几何领域理论几何领域理论.
背景情况:
- 连续场分析,就像流一样,需要定量方法来获得动力学和动态洞察力.
- 传统的散射元件 (DE) 结构易受噪声的影响,限制了大规模的特征提取.
- 填充空间和结构量化对于准确的现场分析至关重要.
研究的目的:
- 引入基于极点的多层散射元件 (DE) 结构,以改进场分析.
- 展示该方法能够表示场地几何和提取大规模特征的能力.
- 为了验证方法使用人工场,碎形布朗运动和二维流.
主要方法:
- 在每个尺度级别上将场地分解为填充空间,不重叠的多层DE.
- 用长度尺度 (l) 和标量差 (Δφ) 来描述DE的特征.
- 介绍结构函数和能量频谱等价物用于碎形布朗运动分析.
主要成果:
- 分解单位准确地代表了人工构建的两级场的几何形状.
- 从结构函数等价得出的缩放关系与赫斯特数相关.
- 多层次的DE结构有效地区分了二维流中的两个惯性范围.
结论:
- 拟议的多级DE结构为分析连续场几何学提供了一个强大的方法.
- 这种方法通过降低噪声灵敏度来克服传统DE方法的局限性.
- 该技术显示出对复杂的现场结构进行高级分析的巨大潜力.
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