Koopman Regularization

I Cohen - arXiv preprint arXiv:2403.11302, 2024 - arxiv.org
Restoration, generalization, and dimensionality reduction of a vector field from samples are
the most common and crucial tasks in dynamical system analysis. An optimization-based …

Spectrally Informed Learning of Fluid Flows

BD Shaffer, JR Vorenberg, MA Hsieh - arXiv preprint arXiv:2408.14407, 2024 - arxiv.org
Accurate and efficient fluid flow models are essential for applications relating to many
physical phenomena including geophysical, aerodynamic, and biological systems. While …