🙋🏻♂️ -QiYuan- 🙋🏻♂️
📌 Reduced-order Koopman-based modeling and robust predictive control 
📌 Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning + Source code
📌 Transformer-based modeling and design of power-to-methanol processes
📌 Optimization of shipboard post-combustion CO₂ capture
📌 Learning-based modeling and data-driven control for open channel water systems
📌 Foundation model-based deep symbolic regression for general ODE systems
📌 Deep learning-based image segmentation and classification of lung CT images for COVID-19 detection
📌 Reinforcement learning with graph attention networks for dynamic scheduling optimization
🔬 Hybrid modeling
🔬 Deep symbolic regression
🔬 Model predictive control
🔬 Machine learning based modeling
🔬 Data-enabled predictive control
🔬 Image augumentation, segmentation, and classification
🔬 Cross-entropy method
🔬 Reinforcement learning
✨ Reactor-separator process
✨ Gene regulatory network
✨ Large-scale connected open-channel water system
✨ Shipboard post-combustion carbon capture process
✨ Bike-sharing system
✨ Medical image analysis
💼 deepctools for data-enabled predictive control
💼 modlinear for model linearization
💼 QYtool for research needs
💼 Ref Collector for batch downloading papers from scholar🤖 QiYuanWorkflow — AI agent workflow automation for research and engineering
🤖 QYAsst — Multi-persona AI voice agent for hands-free task automation
🥳 A-Ping After Surviving the PhD 1
🥳 A-Ping After Surviving the PhD 2
