Junyao Xie

24 papers C 3Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel sim2real reinforcement learning algorithm for process control.
Reliab. Eng. Syst. Saf.
Huiping Liang, Junyao Xie, Biao Huang, Yonggang Li, Bei Sun, Chunhua Yang
2025 J jnl
Physics-guided transfer learning for Bayesian optimization of chemical port-Hamiltonian systems.
Comput. Chem. Eng.
Negareh Mahboubi, Junyao Xie, Biao Huang
2025 J jnl
Physics-informed neural networks for state reconstruction of hydrogen energy transportation systems.
Comput. Chem. Eng.
Lu Zhang, Junyao Xie, Qingqing Xu, Charles Robert Koch, Stevan Dubljevic
2025 J jnl
Point-by-point transfer learning for Bayesian optimization: An accelerated search strategy.
Comput. Chem. Eng.
Negareh Mahboubi, Junyao Xie, Biao Huang
2024 J jnl
An Extended Theory and Method for Double-Tuned Conformal Birdcage Coil in MRI.
IEEE Trans. Instrum. Meas.
Junyao Xie, Jinglong Guan, Kaiwen Yao, Min Liu, Xueqiu You, Huijun Sun, Zhong Chen
2024 J jnl
Back-and-forth nudging moving horizon estimation for discrete-time linear systems.
Autom.
Junyao Xie, Biao Huang
2024 J jnl
Moving horizon estimation for pipeline leak detection, localization, and constrained size estimation.
Comput. Chem. Eng.
Junyao Xie, Biao Huang, Stevan Dubljevic
2024 J jnl
Reinforcement Learning in Process Industries: Review and Perspective.
IEEE CAA J. Autom. Sinica
Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Fajar Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang
2023 J jnl
Approximate moving horizon estimation for switching conservative linear infinite-dimensional systems.
Autom.
Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic
2023 J jnl
Constrained Receding Horizon Output Estimation of Linear Distributed Parameter Systems.
IEEE Trans. Autom. Control.
Junyao Xie, Jukka-Pekka Humaloja, Charles Robert Koch, Stevan Dubljevic
2023 — conf
Moving Horizon Estimation for Discrete-Time Linear Time-Invariant Systems Using Transfer Learning.
CDC
Junyao Xie, Biao Huang
2023 J jnl
Reinforcement learning for soft sensor design through autonomous cross-domain data selection.
Comput. Chem. Eng.
Junyao Xie, Oguzhan Dogru, Biao Huang, Chris Godwaldt, Brett Willms
2023 J jnl
Tracking model predictive control and moving horizon estimation design of distributed parameter pipeline systems.
Comput. Chem. Eng.
Lu Zhang, Junyao Xie, Stevan Dubljevic
2022 J jnl
Accelerated Detection for Low-Field NMR Using Nonuniform Sampling and Improved Reconstruction.
IEEE Trans. Instrum. Meas.
Kaiwen Yao, Enping Lin, Min Liu, Xiaobo Qu, Yu Yang, Kan Song, Junyao Xie, Huijun Sun, Zhong Chen
2022 J jnl
Discrete output regulator design for linear distributed parameter systems.
Int. J. Control
Junyao Xie, Charles Robert Koch, Stevan Dubljevic
2022 J jnl
Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference.
IEEE Trans. Knowl. Data Eng.
Junyao Xie, Biao Huang, Stevan Dubljevic
2021 J jnl
Automatic Shimming Method Using Compensation of Magnetic Susceptibilities and Adaptive Simplex for Low-Field NMR.
IEEE Trans. Instrum. Meas.
Kaiwen Yao, Min Liu, Zhenyao Zheng, Tienmo Shih, Junyao Xie, Huijun Sun, Zhong Chen
2021 J jnl
Discrete-time model-based output regulation of fluid flow systems.
Eur. J. Control
Junyao Xie, Charles Robert Koch, Stevan Dubljevic
2021 C conf
Fluid Flow Regulation for Pipeline System with Additive Gaussian Noises.
ACC
Junyao Xie, Stevan Dubljevic
2020 C conf
Development of a swimming robot for pipeline leak detection.
ACC
Ziyun Ge, Shuo Zhang, Junyao Xie, Zhiyuan Tang, Stevan Dubljevic
2019 C conf
Discrete Kalman Filter Design for Kuramoto-Sivashinsky Equation.
ACC
Junyao Xie, Stevan Dubljevic
2019 J jnl
Observer and filter design for linear transport-reaction systems.
Eur. J. Control
Junyao Xie, Qingqing Xu, Dong Ni, Stevan Dubljevic
2016 J jnl
A New Probabilistic Kernel Factor Analysis for Multisensory Data Fusion: Application to Tool Condition Monitoring.
IEEE Trans. Instrum. Meas.
Jinjiang Wang, Junyao Xie, Rui Zhao, Kezhi Mao, Laibin Zhang
2016 — conf
On cross-domain feature fusion in gearbox fault diagnosis under various operating conditions based on Transfer Component Analysis.
ICPHM
Junyao Xie, Laibin Zhang, Lixiang Duan, Jinjiang Wang