Postdoc
Yuhan Liu
Department / Institute
Group
RESEARCH PROFILE
Yuhan Liu is a postdoctoral researcher in the Control Systems group of the Department of Electrical Engineering, Eindhoven University of Technology. She is working with Prof. Maarten Schoukens and Prof. Roland Tóth on regularized data-driven model completion. Her current research interests include intelligent autonomous systems, system identification, data-driven modeling and control, and learning-based control.
Recent Publications
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Physics-Guided State-Space Neural Networks for Data-Weighted Model Augmentation
(2024) -
Nonlinear Three-Dimensional Guidance for Impact Time and Angle Control with Field-of-View Constraint
IEEE Transactions on Aerospace and Electronic Systems (2024) -
Attitude Takeover Control for Noncooperative Space Targets Based on Gaussian Processes with Online Model Learning
(2023) -
Efficient Bayesian Learning of Gaussian Process State- Space Models with Probabilistic Stability Guarantees
(2023) -
Learning For Predictive Control
arXiv (2022)
Ancillary Activities
No ancillary activities