System Identification

• Sample-Efficient Reinforcement Learning for Continuous Production: A Case Study on High-Modulus Fiber Tape Spreading

  2026 conference-paper

  0

  citations
• Parameter Filter-based Event-triggered Learning

  2025 European Control Conference (ECC) conference-paper Engineering Control Systems and Identification

  0

  citations
• Exact Inference for Continuous-Time Gaussian Process Dynamics

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  2

  citations
• Structure-Preserving Gaussian Process Dynamics

  2023 Lecture notes in computer science conference-paper Computer Science Gaussian Processes and Bayesian Inference

  2

  citations
• Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning

  2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

  29

  citations
• Event-Triggered Learning for Linear Quadratic Control

  2020 IEEE Transactions on Automatic Control article Engineering Fault Detection and Control Systems Open access

  3

  citations

6 results