Junyao Xie

Joined

April 2024

Names

Junyao Xie (Preferred)

Emails

****@ualberta.ca (Confirmed)

Personal Links

Career & Education History

Postdoc

Chemical and Materials Engineering, University of Alberta (ualberta.ca)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement learning

2021 – 2024

Partial differential equations

2017 – 2024

Transfer learning

2015 – 2024

Publications

Reinforcement Learning in Process Industries: Review and Perspective
Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang
- IEEE CAA J. Autom. Sinica 2024
- Readers: Everyone
Back-and-forth nudging moving horizon estimation for discrete-time linear systems
Junyao Xie, Biao Huang
- Autom. 2024
- Readers: Everyone
Moving horizon estimation for pipeline leak detection, localization, and constrained size estimation
Junyao Xie, Biao Huang, Stevan Dubljevic
- Comput. Chem. Eng. 2024
- Readers: Everyone
An Extended Theory and Method for Double-Tuned Conformal Birdcage Coil in MRI
Junyao Xie, Jinglong Guan, Kaiwen Yao, Min Liu, Xueqiu You, Huijun Sun, Zhong Chen
- IEEE Trans. Instrum. Meas. 2024
- Readers: Everyone
Approximate moving horizon estimation for switching conservative linear infinite-dimensional systems
Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic
- Autom. 2023
- Readers: Everyone
Tracking model predictive control and moving horizon estimation design of distributed parameter pipeline systems
Lu Zhang, Junyao Xie, Stevan Dubljevic
- Comput. Chem. Eng. 2023
- Readers: Everyone
Constrained Receding Horizon Output Estimation of Linear Distributed Parameter Systems
Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic
- IEEE Trans. Autom. Control. 2023
- Readers: Everyone
Moving Horizon Estimation for Discrete-Time Linear Time-Invariant Systems Using Transfer Learning
Junyao Xie, Biao Huang
- CDC 2023
- Readers: Everyone
Reinforcement learning for soft sensor design through autonomous cross-domain data selection
Junyao Xie, Oguzhan Dogru, Biao Huang, Chris Godwaldt, Brett Willms
- Comput. Chem. Eng. 2023
- Readers: Everyone
Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference
Junyao Xie, Biao Huang, Stevan Dubljevic
- IEEE Trans. Knowl. Data Eng. 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 36 co-authors