Machine Learning, Fluid Mechanics, Svd, Data Science, Python.
phenomenon, showcasing low-dimensional structures underlying high-dimensional state-spaces. Despite the necessity for millions or even billions of degrees of freedom in high-fidelity fluid simulations, discernible coherent structures — such as periodic vortex shedding or hurricanes — persist.