Compression of the Koopman matrix for nonlinear physical models via hierarchical clustering

Tomoya Nishikata, Jun Ohkubo

Machine learning methods allow the prediction of nonlinear dynamical systems from data alone. The Koopman operator is one of them, which enables us to employ linear analysis for no…