Koopman Subspace Pruning in Reproducing Kernel Hilbert Spaces via Principal Vectors

Dhruv Shah, Jorge Cortes

Data-driven approximations of the infinite-dimensional Koopman operator rely on finite-dimensional projections, where the predictive accuracy of the resulting models hinges heavily…