Junyao Xie

According to our database, Junyao Xie authored at least 24 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A novel sim2real reinforcement learning algorithm for process control.

Huiping Liang, Junyao Xie, Biao Huang, Yonggang Li, Bei Sun, Chunhua Yang

Reliab. Eng. Syst. Saf., 2025

Physics-informed neural networks for state reconstruction of hydrogen energy transportation systems.

Lu Zhang, Junyao Xie, Qingqing Xu, Charles Robert Koch, Stevan Dubljevic

Comput. Chem. Eng., 2025

Physics-guided transfer learning for Bayesian optimization of chemical port-Hamiltonian systems.

Negareh Mahboubi, Junyao Xie, Biao Huang

Comput. Chem. Eng., 2025

Point-by-point transfer learning for Bayesian optimization: An accelerated search strategy.

Negareh Mahboubi, Junyao Xie, Biao Huang

Comput. Chem. Eng., 2025

2024

Reinforcement Learning in Process Industries: Review and Perspective.

Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Fajar Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang

IEEE CAA J. Autom. Sinica, February, 2024

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

Moving horizon estimation for pipeline leak detection, localization, and constrained size estimation.

Junyao Xie, Biao Huang, Stevan Dubljevic

Comput. Chem. Eng., 2024

Back-and-forth nudging moving horizon estimation for discrete-time linear systems.

Junyao Xie, Biao Huang

Autom., 2024

2023

Approximate moving horizon estimation for switching conservative linear infinite-dimensional systems.

Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic

Autom., December, 2023

Tracking model predictive control and moving horizon estimation design of distributed parameter pipeline systems.

Lu Zhang, Junyao Xie, Stevan Dubljevic

Comput. Chem. Eng., October, 2023

Constrained Receding Horizon Output Estimation of Linear Distributed Parameter Systems.

Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic

IEEE Trans. Autom. Control., August, 2023

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

Moving Horizon Estimation for Discrete-Time Linear Time-Invariant Systems Using Transfer Learning.

Junyao Xie, Biao Huang

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference.

Junyao Xie, Biao Huang, Stevan Dubljevic

IEEE Trans. Knowl. Data Eng., 2022

Accelerated Detection for Low-Field NMR Using Nonuniform Sampling and Improved Reconstruction.

Kaiwen Yao, Enping Lin, Min Liu, Xiaobo Qu, Yu Yang, Kan Song, Junyao Xie, Huijun Sun, Zhong Chen

IEEE Trans. Instrum. Meas., 2022

Discrete output regulator design for linear distributed parameter systems.

Junyao Xie, Charles Robert Koch, Stevan Dubljevic

Int. J. Control, 2022

2021

Automatic Shimming Method Using Compensation of Magnetic Susceptibilities and Adaptive Simplex for Low-Field NMR.

Kaiwen Yao, Min Liu, Zhenyao Zheng, Tienmo Shih, Junyao Xie, Huijun Sun, Zhong Chen

IEEE Trans. Instrum. Meas., 2021

Discrete-time model-based output regulation of fluid flow systems.

Junyao Xie, Charles Robert Koch, Stevan Dubljevic

Eur. J. Control, 2021

Fluid Flow Regulation for Pipeline System with Additive Gaussian Noises.

Junyao Xie, Stevan Dubljevic

Proceedings of the 2021 American Control Conference, 2021

2020

Development of a swimming robot for pipeline leak detection.

Ziyun Ge, Shuo Zhang, Junyao Xie, Zhiyuan Tang, Stevan Dubljevic

Proceedings of the 2020 American Control Conference, 2020

2019

Observer and filter design for linear transport-reaction systems.

Junyao Xie, Qingqing Xu, Dong Ni, Stevan Dubljevic

Eur. J. Control, 2019

Discrete Kalman Filter Design for Kuramoto-Sivashinsky Equation.

Junyao Xie, Stevan Dubljevic

Proceedings of the 2019 American Control Conference, 2019

2016

A New Probabilistic Kernel Factor Analysis for Multisensory Data Fusion: Application to Tool Condition Monitoring.

Jinjiang Wang, Junyao Xie, Rui Zhao, Kezhi Mao, Laibin Zhang

IEEE Trans. Instrum. Meas., 2016

On cross-domain feature fusion in gearbox fault diagnosis under various operating conditions based on Transfer Component Analysis.

Junyao Xie, Laibin Zhang, Lixiang Duan, Jinjiang Wang

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016