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J

Junghui Chen

chung yuan christian university

39H-index
338Paper Count
5.9KCitation Count
Published Papers 214
Publication Date
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Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing
errEngineering Applications of Artificial Intelligence
IF8
err2026-08-12
err0
PREAI
errLi Zhu; Jie Lian; Junghui Chen
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In-situ monitoring of crystal size distribution in solution crystallization via stereoscopic image analysis
errPowder Technology
IF4.6
err2026-07-29
err0
PREAI
errJi Fan; Junghui Chen
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Efficient data-driven modeling and multi-objective optimization of batch crystallization processes using integrated neural network
errJournal of Process Control
IF3.9
err2026-04-10
err0
PREAI
errBo Song; Tao Liu; Mingyan Zhao; Yongcan Shuang; Junghui Chen; Zoltan K. Nagy; Rolf Findeisen
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Enhancing within-batch quality prediction by cyber-physical latent state models and incomplete first-principles
errEngineering Applications of Artificial Intelligence
IF8
err2026-03-24
err0
PREAI
errYiShan Lee; Junghui Chen
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A Conditional Gaussian Mixture Model-Guided Transformer for Soft Sensing in Multicondition Industrial Processes
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-03-12
err0
PREAI
errXu Li; Weiming Shao; Xindong Wang; Chihang Wei; Ben Wang; Junghui Chen
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Spectral Calibration Modeling by Variational Bayesian–Gaussian Mixture Regression for In-Situ Measurement of Biochemical Process Components via Near-Infrared Spectroscopy
errIEEE Sensors Journal
IF4.5
err2026-03-06
err0
PREAI
errQin Zhang; Tao Liu; Yabing Yin; Qi Zhang; Junghui Chen
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Dynamic Spatio-Temporal Graph-based Semi-supervised Framework for Fault Diagnosis and Early Warning in Industrial Processes
errProcess Safety and Environmental Protection
IF7.8
err2026-02-18
err0
PREAI
errLi Zhu; Zishan Gu; Zhe Li; Junghui Chen
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Reinforced Direct Causality Learning for Enhanced Fault Path Diagnosis
errProcess Safety and Environmental Protection
IF7.8
err2026-01-17
err0
PREAI
errLi Zhu; Shujie Cui; Junghui Chen
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PINN modeling for predicting the solute concentration distribution of COBC with case study on L-glutamic acid crystallization
errChemical Engineering Research and Design
IF3.9
err2025-12-11
err0
PREAI
errYan Cui; Tao Liu; Mingyan Zhao; Bo Song; Xiongwei Ni; Junghui Chen
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Enhanced probabilistic forecasting of wind power using a distribution-free PDF evolution model
errRenewable Energy
IF9.1
err2025-12-07
err0
PREAI
errMifeng Ren; Yujing Shi; Fang Sun; Wenjie Zhang; Junghui Chen
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Interacting multi-model fusion with improved cost reference particle filter for enhanced state of charge estimation of lithium-ion batteries
errJournal of Energy Storage
IF9.8
err2025-11-29
err0
PREAI
errJin Yan; Jiaqi Ye; Zhengjiang Zhang; Sheng Zhao; Guichu Wu; Zhiliang Zhu; Junghui Chen
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Advanced batch monitoring: auto-segmentation of complex processes using slow feature partial least squares
errAdvanced Engineering Informatics
IF9.9
err2025-10-11
err0
PREAI
errJingxiang Liu; Pin-Hsun Chen; Junghui Chen
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Developing multistep-ahead quality prediction models for early warning
errComputers & Industrial Engineering
IF6.5
err2025-10-03
err0
PREAI
errYi Shan Lee; Sai Kit Ooi; Junghui Chen
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A neural networks-aided Bayesian semi-supervised nonlinear hidden Markov model for regressive soft sensing application
errMeasurement
IF5.6
err2025-07-29
err0
PREAI
errXu Li; Hongjian Yu; Weiming Shao; Junghui Chen; Guoqing Mu
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Optimizing organic Rankine cycle systems: a hierarchical reinforcement learning approach to design and control
errApplied Thermal Engineering
IF6.9
err2025-06-27
err0
PREAI
errChutithep Rochpuang; Junghui Chen
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Supervised functional state-space modeling for monitoring multigrade batch processes with irregular data using meta-learning
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2025-06-01
err0
PREAI
errYou, Lin-Xuan; Liu, Jingxiang; Chen, Junghui
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A novel reinforced incomplete cyber-physics ensemble with error compensation learning for within-batch quality prediction
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errLee, Yi Shan; Chen, Junghui
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Surrogate Modeling with Sensitivity-Based Experiment Design and Process Optimization of Seeded Cooling Crystallization: A Case Study on β-Form LGA
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-04-22
err0
PREAI
errSong, Bo; Liu, Tao; Zhao, Mingyan; Cui, Yan; Chen, Junghui; Nagy, Zoltan K.
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Robust EKF based on the framework of dynamic data reconciliation for state estimation of chemical processes with Gaussian/non-Gaussian measurement noise
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2025-02-01
err0
PREAI
errHu, Guiting; Xu, Luping; Zhang, Zhengjiang; Hong, Zhihui; Chen, Junghui
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Semi-Supervised Robust Hidden Markov Regression for Large-Scale Time-Series Industrial Data Analytics and Its Applications to Soft Sensing
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err0
PREAI
errShao, Weiming; Han, Wenxue; Xiao, Chuanfa; Chen, Lei; Yu, Meng-Qin; Chen, Junghui
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Research Directions

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Co-authors
Cooperation Journals
P
Peng Shi
H-index: 159 · Papers: 2.1K
Y
Y. Frank Cheng
H-index: 82 · Papers: 517
B
Biao Huang
H-index: 81 · Papers: 1.1K
H
Hongye Su
H-index: 80 · Papers: 929
J
Juin‐Yih Lai
H-index: 73 · Papers: 510
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