| Computationally efficient predictive control based on ANN state-space models JH Hoekstra, B Cseppento, GI Beintema, M Schoukens, Z Kollár, R Tóth 2023 62nd IEEE Conference on Decision and Control (CDC), 6336-6341, 2023 | 5 | 2023 |
| Learning-based model augmentation with LFRs JH Hoekstra, C Verhoek, R Tóth, M Schoukens arXiv preprint arXiv:2404.01901, 2024 | 1 | 2024 |
| Orthogonal projection-based regularization for efficient model augmentation BM Györök, JH Hoekstra, J Kon, T Péni, M Schoukens, R Tóth arXiv preprint arXiv:2501.05842, 2025 | | 2025 |
| LFR-based data-driven model augmentation of physical models JH Hoekstra, C Verhoek, R Tóth, M Schoukens Benelux Meeting on Systems and Control, 2024 | | 2024 |
| Learning-based model augmentation for cascaded tanks JH Hoekstra, C Verhoek, R Tóth, M Schoukens Workshop on Nonlinear System Identification Benchmarks, 2024 | | 2024 |
