Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models

Hermann Klein, Max Heinz Herkersdorf, Oliver Nelles

The state space dynamics representation is the most general approach for nonlinear systems and often chosen for system identification. During training, the state trajectory can def…