Dataset for the Paper: Online Physics-Informed Dynamic Mode Decomposition: Theory and Applications

The data is prepared for the paper Online Physics-Informed Dynamic Mode Decomposition: Theory and Applications. The paper is available on arXiv at: https://arxiv.org/abs/2412.03609.

The related code can be found in the GitHub repository Chen861368/Online-Physics-Informed-Dynamic-Mode-Decomposition, and it has been modified according to the reviewer’s comments.

Here’s the code: https://github.com/Chen861368/Online-Physics-Informed-Dynamic-Mode-Decomposition/tree/Here%E2%80%99s-the-code-modified-according-to-the-reviewer%E2%80%99s-comments

The primary purpose of this repository is to help researchers better replicate the work presented in the paper. With the exception of the ‘Cylinder Flow’ and Lorenz system examples, the data for all other examples can be directly generated using the provided code. Therefore, this dataset only contains these two data examples. For the ‘Cylinder Flow’ example, the data is sourced from https://www.databookuw.com/.

本数据集系为论文《Online Physics-Informed Dynamic Mode Decomposition: Theory and Applications》（在线物理感知动态模态分解：理论与应用）配套制作。该论文可于arXiv平台获取，链接为：https://arxiv.org/abs/2412.03609。相关代码可在GitHub仓库Chen861368/Online-Physics-Informed-Dynamic-Mode-Decomposition中获取，且已根据审稿人意见完成修改。具体代码地址为：https://github.com/Chen861368/Online-Physics-Informed-Dynamic-Mode-Decomposition/tree/Here%E2%80%99s-the-code-modified-according-to-the-reviewer%E2%80%99s-comments。本仓库的核心宗旨是助力研究人员更高效地复现论文中呈现的研究成果。除“圆柱绕流（Cylinder Flow）”与洛伦兹系统（Lorenz system）两类示例外，其余所有示例的数据集均可通过本仓库提供的代码直接生成。因此，本数据集仅包含这两类示例的数据。其中“圆柱绕流”示例的数据集来源于https://www.databookuw.com/。