Jan H. Hoekstra

According to our database, Jan H. Hoekstra authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Efficient Learning of Affine and Rational Dependency LPV Models With Linear Fractional Representation.

Roel Drenth, Jan H. Hoekstra, Maarten Schoukens, Roland Tóth

CoRR, May, 2026

Learning-based augmentation of first-principle models: A linear fractional representation-based approach.

Jan H. Hoekstra, Bendegúz M. Györök, Roland Tóth, Maarten Schoukens

CoRR, February, 2026

Encoder initialisation methods in the model augmentation setting.

Jan H. Hoekstra, Bendegúz M. Györök, Roland Tóth, Maarten Schoukens

CoRR, February, 2026

2025

Learning-based model augmentation with LFRs.

Jan H. Hoekstra, Chris Verhoek, Roland Tóth, Maarten Schoukens

Eur. J. Control, 2025

Orthogonal projection-based regularization for efficient model augmentation.

Bendegúz M. Györök, Jan H. Hoekstra, Johan Kon, Tamas Peni, Maarten Schoukens, Roland Tóth

Proceedings of the 7th Annual Learning for Dynamics & Control Conference, 2025

2023

Computationally Efficient Predictive Control Based on ANN State-Space Models.

Jan H. Hoekstra, Bence Cseppento, Gerben Izaak Beintema, Maarten Schoukens, Zsolt Kollár, Roland Tóth

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023