Building symmetries into data-driven manifold dynamics models for complex flows: application to two-dimensional Kolmogorov flow

Carlos E. Pérez De Jesús, Alec J. Linot, Michael D. Graham

Data-driven reduced-order models of the dynamics of complex flows are important for tasks related to design, understanding, prediction, and control. Many flows obey symmetries, and…