Hoekstra, Jan H.; Verhoek, Chris; Tóth, Roland; Schoukens, Maarten Learning-based model augmentation with LFRs. (English) Zbl 1580.93041 Eur. J. Control 86, Part A, Article ID 101304, 8 p. (2025). MSC: 93B30 93C10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Beintema, Gerben I.; Schoukens, Maarten; Tóth, Roland Deep subspace encoders for nonlinear system identification. (English) Zbl 1520.93098 Automatica 156, Article ID 111210, 13 p. (2023). MSC: 93B30 93C10 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Laurain, Vincent; Tóth, Roland; Piga, Dario; Darwish, Mohamed Abdelmonim Hassan Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification. (English) Zbl 1436.93033 Automatica 115, Article ID 108914, 10 p. (2020). MSC: 93B30 93C05 90C25 × Cite Format Result Cite Review PDF Full Text: DOI
Hanema, Jurre; Lazar, Mircea; Tóth, Roland Heterogeneously parameterized tube model predictive control for LPV systems. (English) Zbl 1430.93063 Automatica 111, Article ID 108622, 13 p. (2020). MSC: 93B45 93B35 93C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lataire, John; Pintelon, Rik; Piga, Dario; Tóth, Roland Continuous-time linear time-varying system identification with a frequency-domain kernel-based estimator. (English) Zbl 1562.93028 IET Control Theory Appl. 11, No. 4, 457-465 (2017). MSC: 93B30 93C05 93C80 × Cite Format Result Cite Review PDF Full Text: DOI
Formentin, Simone; Piga, Dario; Tóth, Roland; Savaresi, Sergio M. Direct learning of LPV controllers from data. (English) Zbl 1328.93071 Automatica 65, 98-110 (2016). MSC: 93B18 93E03 93B50 × Cite Format Result Cite Review PDF Full Text: DOI Link
Laurain, Vincent; Tóth, Roland; Piga, Dario; Zheng, Wei Xing An instrumental least squares support vector machine for nonlinear system identification. (English) Zbl 1318.93095 Automatica 54, 340-347 (2015). MSC: 93E12 68T05 93E10 × Cite Format Result Cite Review PDF Full Text: DOI Link