Research output per year
Research output per year
Personal profile
Research interests
My current research focuses on designing high-performance algorithms to accelerate numerical weather model simulations. Additionally, I am interested in developing advanced deep learning-based control techniques and applying them to autonomous systems, including wind and tidal turbines, as well as unmanned aerial and surface vehicles.
Research Groups and Themes
- High Performance Computing
Keywords
- High Performance Computing
- CUDA
- OpenMP
- Reinforcement Learning
- Control Theory
- Autonomous Systems
- Renewable Energy
- Computational Fluid Dynamics
Fingerprint
Dive into the research topics where Yubo Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 3 Article (Academic Journal)
-
Wind Farm Control via Offline Reinforcement Learning with Adversarial Training
Huang, Y. & Zhao, X., 5 Mar 2025, (E-pub ahead of print) In: IEEE Transactions on Automation Science and Engineering. 22, p. 12845-12856 12 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile6 Downloads (Pure) -
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms
Huang, Y. & Zhao, X., 1 May 2024, In: IEEE Transactions on Industrial Informatics. 20, 5, p. 7380-7390 11 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile3 Citations (Scopus)5 Downloads (Pure) -
Multi-Agent Reinforcement Learning Control of a Hydrostatic Wind Turbine-Based Farm
Huang, Y., Lin, S. & Zhao, X., 1 Oct 2023, In: IEEE Transactions on Sustainable Energy. 14, 4, p. 2406-2416 11 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
8 Citations (Scopus)