A Dynamic Subspace Approach for Low-rank Approximation of Large-scale Nonlinear Systems

Jack DeChant, Rudy Geelen, Shane A. McQuarrie +1

We present a dynamic subspace approach for efficiently approximating large-scale systems by learning time-continuous trajectories on the Grassmannian manifold. By parameterizing a…