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
-
Yuhan Liu,Pengyu Wang,Chang-Hun Lee,Roland Tóth
Attitude Takeover Control for Noncooperative Space Targets Based on Gaussian Processes with Online Model Learning
IEEE Transactions on Aerospace and Electronic Systems (2024) -
Yuhan Liu,Roland Tóth,Maarten Schoukens
Weighted Neural Networks Regularization for State-Space Model Augmentation
Workshop on Nonlinear System Identification Benchmarks (2024) -
Yuhan Liu,Roland Tóth,Maarten Schoukens
Physics-Guided State-Space Neural Networks for Data-Weighted Model Augmentation
43rd Benelux Meeting on Systems and Control 2024 (2024) -
Pengyu Wang,Chang-Hun Lee,Yuhan Liu,Min Jea Tahk
Nonlinear Three-Dimensional Guidance for Impact Time and Angle Control with Field-of-View Constraint
IEEE Transactions on Aerospace and Electronic Systems (2024) -
Yuhan Liu,Roland Tóth,Maarten Schoukens
Physics-Guided State-Space Model Augmentation Using Weighted Regularized Neural Networks
IFAC-PapersOnLine (2024)
Ancillary Activities
No ancillary activities