Optimized Excitation Signal Tailored to Pertinent Dynamic Process Characteristics. - Max Heinz Herkersdorf; Tarek Kösters; Oliver Nelles (CoRR, 2024)

Optimized Excitation Signal Design Employing Receding Horizon Control. - Max Heinz Herkersdorf; Oliver Nelles (CoRR, 2024)

Online and Offline Space-Filling Input Design for Nonlinear System Identification: A Receding Horizon Control-Based Approach. - Max Heinz Herkersdorf; Oliver Nelles (CoRR, 2025)

Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models. - Hermann Klein; Max Heinz Herkersdorf; Oliver Nelles (CoRR, 2025)