Development and application of a fluid mechanics analysis framework based on complex network theory

Z Wang, G Zhang, T Sun, B Zhou - Computer Methods in Applied …, 2025 - Elsevier
This paper presents a comprehensive framework for spatiotemporal flow field analysis
based on complex network theory, emphasizing dimensionality reduction, spatiotemporal …

俯仰翼型流体动力学系统的稀疏建模与预测

王子豪, 张桂勇, 孙铁志 - 力学学报, 2024 - lxxb.cstam.org.cn
重点探讨了在低雷诺数和大攻角条件下, 俯仰翼型复杂流体流动的非线性动力学特性.
研究通过整合多个相互关联的变量, 利用主成分分析(principal component analysis, PCA) …

[CITAT][C] Application of Low-Dimensional Manifold Modeling with Time Delay Embedding in Nonlinear Dynamics

Z Wang, G Zhang, T Sun - International Journal of Computational …, 2025 - World Scientific
The motion of a pitching airfoil at low Reynolds number and high angle of attack involves
nonlinear dynamics and unstable characteristics, making it a fascinating area for research …