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 (ICPHM, 2016)

A New Probabilistic Kernel Factor Analysis for Multisensory Data Fusion: Application to Tool Condition Monitoring. - Jinjiang Wang; Junyao Xie; Rui Zhao 004; Kezhi Mao; Laibin Zhang (IEEE Trans. Instrum. Meas., 2016)

Discrete Kalman Filter Design for Kuramoto-Sivashinsky Equation. - Junyao Xie; Stevan Dubljevic (ACC, 2019)

Observer and filter design for linear transport-reaction systems. - Junyao Xie; Qingqing Xu; Dong Ni 002; Stevan Dubljevic (Eur. J. Control, 2019)

Development of a swimming robot for pipeline leak detection. - Ziyun Ge; Shuo Zhang; Junyao Xie; Zhiyuan Tang; Stevan Dubljevic (ACC, 2020)

Fluid Flow Regulation for Pipeline System with Additive Gaussian Noises. - Junyao Xie; Stevan Dubljevic (ACC, 2021)

Discrete-time model-based output regulation of fluid flow systems. - Junyao Xie; Charles Robert Koch; Stevan Dubljevic (Eur. J. Control, 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 005 (IEEE Trans. Instrum. Meas., 2021)

Discrete output regulator design for linear distributed parameter systems. - Junyao Xie; Charles Robert Koch; Stevan Dubljevic (Int. J. Control, 2022)

Accelerated Detection for Low-Field NMR Using Nonuniform Sampling and Improved Reconstruction. - Kaiwen Yao; Enping Lin; Min Liu; Xiaobo Qu 001; Yu Yang 002; Kan Song; Junyao Xie; Huijun Sun; Zhong Chen 005 (IEEE Trans. Instrum. Meas., 2022)

Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference. - Junyao Xie; Biao Huang 001; Stevan Dubljevic (IEEE Trans. Knowl. Data Eng., 2022)

Moving Horizon Estimation for Discrete-Time Linear Time-Invariant Systems Using Transfer Learning. - Junyao Xie; Biao Huang 001 (CDC, 2023)

Reinforcement learning for soft sensor design through autonomous cross-domain data selection. - Junyao Xie; Oguzhan Dogru; Biao Huang 001; Chris Godwaldt; Brett Willms (Comput. Chem. Eng., 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., 2023)

Tracking model predictive control and moving horizon estimation design of distributed parameter pipeline systems. - Lu Zhang; Junyao Xie; Stevan Dubljevic (Comput. Chem. Eng., 2023)

Approximate moving horizon estimation for switching conservative linear infinite-dimensional systems. - Junyao Xie; Jukka-Pekka Humaloja; Charles Robert Koch; Stevan Dubljevic (Autom., 2023)

Back-and-forth nudging moving horizon estimation for discrete-time linear systems. - Junyao Xie; Biao Huang 001 (Autom., 2024)

Moving horizon estimation for pipeline leak detection, localization, and constrained size estimation. - Junyao Xie; Biao Huang 001; Stevan Dubljevic (Comput. Chem. Eng., 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 005 (IEEE Trans. Instrum. Meas., 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 001 (IEEE CAA J. Autom. Sinica, 2024)

Point-by-point transfer learning for Bayesian optimization: An accelerated search strategy. - Negareh Mahboubi; Junyao Xie; Biao Huang 001 (Comput. Chem. Eng., 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)

A novel sim2real reinforcement learning algorithm for process control. - Huiping Liang; Junyao Xie; Biao Huang 001; Yonggang Li; Bei Sun; Chunhua Yang 001 (Reliab. Eng. Syst. Saf., 2025)