The SVD’s properties have several important applications in fluid mechanics: 1. Data reduction: flows often exhibit coherent structures; in that case, an accurate reconstruction \({\textbf{X}}_r\) is possible with \(r\ll N\); storing the truncated SVD, i.e., \({\textbf{U}}_r\...