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J

Junghui Chen

chung-yuan christian university

39H-index
343Paper Count
5.9KCitation Count
Published Papers 219
Publication Date
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Two-dimensional attention-based dynamic latent variable modeling for real-time batch process monitoring
errProcess Safety and Environmental Protection
IF7.8
err2026-10-01
err0
PREAI
errJingxiang Liu; Feihong Gan; Junghui Chen
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Enhancing data quality in nonlinear dynamic processes: reinforcement learning for gross error detection and reconciliation
errMeasurement
IF5.6
err2026-09-26
err0
PREAI
errKuanhsuan Chiu; Junghui Chen
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Boosting Quality Prediction with Reinforced Cyber-Physical Ensemble Learning: A Case Study of Fed-Batch Bioprocesses
errApplied Soft Computing
IF6.6
err2026-09-21
err0
PREAI
errYi Shan Lee; Junghui Chen
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Corrigendum to “Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing” [Eng. Appl. Artif. Intell. 182 (2026) 115911]
errEngineering Applications of Artificial Intelligence
IF8
err2026-09-15
err0
errOAAI
errLi Zhu; Jie Lian; Junghui Chen
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Smart PID generator for nonlinear systems: zero-shot reinforcement learning based on virtual environments
errISA Transactions
IF6.5
err2026-09-01
err0
PREAI
errSun, Pei; Huang, Bo-Han; Chen, Junghui
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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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errSave
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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errSave
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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errSave
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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errSave
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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errSave
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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errSave
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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errSave
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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Research Directions

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Co-authors
Cooperation Journals
Prof Peng Shi cover
Prof Peng Shi (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: 935
J
Juin‐Yih Lai
H-index: 73 · Papers: 510
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