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J

Junghui Chen

chung-yuan christian university

39H指数
340论文数
5.9K被引数
收录论文 216
发表时间
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Boosting Quality Prediction with Reinforced Cyber-Physical Ensemble Learning: A Case Study of Fed-Batch Bioprocesses通过强化赛博物理集成学习提升质量预测：基于分批生物过程的案例研究
errApplied Soft Computing
IF6.6
err2026-09-21
err0
PREAI
errYi Shan Lee; Junghui Chen
err分享
err收藏
Corrigendum to “Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing” [Eng. Appl. Artif. Intell. 182 (2026) 115911]勘误：“注意力门控堆叠信息分离目标监督变分自编码器用于软测量” [Eng. Appl. Artif. Intell. 182 (2026) 115911]
errEngineering Applications of Artificial Intelligence
IF8
err2026-09-15
err0
errOAAI
errLi Zhu; Jie Lian; Junghui Chen
err分享
err收藏
Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing基于注意力门控、堆叠信息分离和目标监督的变分自编码器软传感器
errEngineering Applications of Artificial Intelligence
IF8
err2026-08-12
err0
PREAI
errLi Zhu; Jie Lian; Junghui Chen
err分享
err收藏
In-situ monitoring of crystal size distribution in solution crystallization via stereoscopic image analysis通过立体图像分析对溶液结晶过程中晶体尺寸分布的原位监测
errPowder Technology
IF4.6
err2026-07-29
err0
PREAI
errJi Fan; Junghui Chen
err分享
err收藏
Efficient data-driven modeling and multi-objective optimization of batch crystallization processes using integrated neural network基于集成神经网络的数据驱动建模和多目标优化在批处理结晶过程的应用
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
err分享
err收藏
Enhancing within-batch quality prediction by cyber-physical latent state models and incomplete first-principles通过网络物理隐状态模型和不完整第一性原理提升批内质量预测
errEngineering Applications of Artificial Intelligence
IF8
err2026-03-24
err0
PREAI
errYiShan Lee; Junghui Chen
err分享
err收藏
A Conditional Gaussian Mixture Model-Guided Transformer for Soft Sensing in Multicondition Industrial Processes基于条件高斯混合模型引导的Transformer在多条件工业过程中的软测量
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-03-12
err0
PREAI
errXu Li; Weiming Shao; Xindong Wang; Chihang Wei; Ben Wang; Junghui Chen
err分享
err收藏
Spectral Calibration Modeling by Variational Bayesian–Gaussian Mixture Regression for In-Situ Measurement of Biochemical Process Components via Near-Infrared Spectroscopy基于变分贝叶斯-高斯混合回归的近红外光谱法原位测量生化过程组分的光谱校准建模
errIEEE Sensors Journal
IF4.5
err2026-03-06
err0
PREAI
errQin Zhang; Tao Liu; Yabing Yin; Qi Zhang; Junghui Chen
err分享
err收藏
Dynamic Spatio-Temporal Graph-based Semi-supervised Framework for Fault Diagnosis and Early Warning in Industrial Processes基于动态时空图的无监督半监督框架在工业过程中的故障诊断和早期预警
errProcess Safety and Environmental Protection
IF7.8
err2026-02-18
err0
PREAI
errLi Zhu; Zishan Gu; Zhe Li; Junghui Chen
err分享
err收藏
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
err分享
err收藏
PINN modeling for predicting the solute concentration distribution of COBC with case study on L-glutamic acid crystallizationPINN建模预测COBC的溶质浓度分布：以L-谷氨酸结晶为例
errChemical Engineering Research and Design
IF3.9
err2025-12-11
err0
PREAI
errYan Cui; Tao Liu; Mingyan Zhao; Bo Song; Xiongwei Ni; Junghui Chen
err分享
err收藏
Enhanced probabilistic forecasting of wind power using a distribution-free PDF evolution model基于无分布概率密度函数演化模型的改进型风电概率预测
errRenewable Energy
IF9.1
err2025-12-07
err0
PREAI
errMifeng Ren; Yujing Shi; Fang Sun; Wenjie Zhang; Junghui Chen
err分享
err收藏
Interacting multi-model fusion with improved cost reference particle filter for enhanced state of charge estimation of lithium-ion batteries多模型融合与改进成本参考粒子滤波器相结合，以提升锂离子电池状态估计的准确性
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
err分享
err收藏
Advanced batch monitoring: auto-segmentation of complex processes using slow feature partial least squares高级批次监控：使用慢特征偏最小二乘法对复杂过程进行自动分割
errAdvanced Engineering Informatics
IF9.9
err2025-10-11
err0
PREAI
errJingxiang Liu; Pin-Hsun Chen; Junghui Chen
err分享
err收藏
Developing multistep-ahead quality prediction models for early warning开发多步提前质量预测模型用于早期预警
errComputers & Industrial Engineering
IF6.5
err2025-10-03
err0
PREAI
errYi Shan Lee; Sai Kit Ooi; Junghui Chen
err分享
err收藏
A neural networks-aided Bayesian semi-supervised nonlinear hidden Markov model for regressive soft sensing application神经网络辅助的贝叶斯半监督非线性隐马尔可夫模型，用于回归软测量应用
errMeasurement
IF5.6
err2025-07-29
err0
PREAI
errXu Li; Hongjian Yu; Weiming Shao; Junghui Chen; Guoqing Mu
err分享
err收藏
Optimizing organic Rankine cycle systems: a hierarchical reinforcement learning approach to design and control优化有机朗肯循环系统：一种分层强化学习方法用于设计与控制
errApplied Thermal Engineering
IF6.9
err2025-06-27
err0
PREAI
errChutithep Rochpuang; Junghui Chen
err分享
err收藏
Supervised functional state-space modeling for monitoring multigrade batch processes with irregular data using meta-learning基于元学习的监督型功能状态空间建模，用于监控具有不规则数据的多等级批量过程
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2025-06-01
err0
PREAI
errYou, Lin-Xuan; Liu, Jingxiang; Chen, Junghui
err分享
err收藏
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
err分享
err收藏
Surrogate Modeling with Sensitivity-Based Experiment Design and Process Optimization of Seeded Cooling Crystallization: A Case Study on β-Form LGA基于敏感性分析的实验设计与过程优化在播种冷却结晶中的应用：β-Form LGA的案例研究
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-04-22
err0
PREAI
errSong, Bo; Liu, Tao; Zhao, Mingyan; Cui, Yan; Chen, Junghui; Nagy, Zoltan K.
err分享
err收藏

研究方向

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合作学者
合作期刊
P
Peng Shi
H 指数: 159 · 论文数: 2.1K
Y
Y. Frank Cheng
H 指数: 82 · 论文数: 517
B
Biao Huang
H 指数: 81 · 论文数: 1.1K
H
Hongye Su
H 指数: 80 · 论文数: 932
J
Juin‐Yih Lai
H 指数: 73 · 论文数: 510
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