Scholar's profile
Kang, Jialin
Kang, Jialin
Associate Professor
Department of Chemical Engineering
chmjlk@ccu.edu.tw
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Scopus Data (view scopus profile)

Publication Achievements 2010 - 2026
Publication Index
Documents
65
CITATIONS
836
H-INDEX
17
FWCI
0.76
Co-authors
117
Last Sync Date: 2026-08-24

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Overview Research output International exchange activities
Research output per year
2010
2026
37
Article
13
Book Chapter
13
Conference Paper
2
Erratum

Scopus

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A total of 37 data records, Page 1 / 4 , records per page, Go to page  
1 2 3 4

Publication

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  • 1 Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory
    Zhen-Feng Jiang; Xi-Zhan Wei; Jia-Lin Kang; David Shan-Hill Wong; Yuan Yao; Yao-Chen Chuang; Shi-Shang Jang; John Di-Yi Ou
    Computers & Chemical Engineering 2025 / 1
    Journal Article
  • 2 Handling Domain Drift and Unknown Fault Detection in Rotating Machinery Using Few-Shot Learning With Data Scaling
    Yung-Min Lin; Jia-Lin Kang; Yuan Yao
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 2024 / 11
    Journal Article
  • 3 Physics-Informed Long-term Forecasting AI Models for Chemical Process Control
    Jia-Lin Kang
    Asian Symposium on Process Systems Engineering 2024 / 8
    Seminar Paper
  • 4 Sequence-to-sequence digital twin model in chemical plants with internal rolling training algorithm
    Jia-Lin Kang, Somayeh Mirzaei, Zi Hang Yang
    Applied Soft Computing 2023 / 10
    Journal Article
1

Projects

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Teacher's name Research Units Year Project title Project position Commissioning unit Implementation period
Kang, Jialin Department of Chemical Engineering 2026 物理訊息增強型軟儀器開發計畫：結合理論代理模型和動態數據解析以實現全域性預測(3/3) PI 國家科學及技術委員會 2026/08/01-2027/07/31
Kang, Jialin Department of Chemical Engineering 2025 物理訊息增強型軟儀器開發計畫：結合理論代理模型和動態數據解析以實現全域性預測(2/3) PI 國家科學及技術委員會 2025/08/01-2027/07/31
Kang, Jialin Department of Chemical Engineering 2025 (清大轉撥)化學工程人工智慧代理之研發及產業化(1/2) PI 國科會 2025/07/01-2026/05/31
Kang, Jialin Department of Chemical Engineering 2025 高負荷厭氧發酵槽CFD模擬-第二期 PI 國家原子能科技研究院 2025/07/01-2025/12/31
Kang, Jialin Department of Chemical Engineering 2025 翻轉教育與問題導向學習於化工程序設計課程的應用(I)：問題導向學習配合Aspen Plus化工模擬軟體培養實務能力 PI 教育部 2025/08/01-2026/07/31
Kang, Jialin Department of Chemical Engineering 2025 高固含量厭氧發酵槽CFD模擬 PI 國家原子能科技研究院 2025/01/01-2025/06/30
Kang, Jialin Department of Chemical Engineering 2024 物理訊息增強型軟儀器開發計畫：結合理論代理模型和動態數據解析以實現全域性預測(1/3) PI 國家科學及技術委員會 2024/08/01-2027/07/31
Kang, Jialin Department of Chemical Engineering 2024 (北科轉撥)臺德(DE)國合計畫－利用氨作為氫載體之綠氫運輸物流(1/3) SI 國立臺北科技大學 2024/10/01-2025/12/31
Source：Chung Cheng Academic Achievements Information System