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Leo H. Chiang

The Dow Chemical Company

28H-index
91Paper Count
2.5WCitation Count
Published Papers 37
Publication Date
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Artificial intelligence at scale in the chemical industry: from legacy to leadership
errCurrent Opinion in Chemical Engineering
IF6.8
err2026-02-05
err0
PREAI
errLeo Chiang; Dan Christiansen; Matthew R Malloure; Luis Briceno-Mena; Sun Hye Kim
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The incorporation of qualitative knowledge in hybrid modeling
errComputers & Chemical Engineering
IF3.9
err2025-11-18
err0
PREAI
errElia Arnese-Feffin; Nidhish Sagar; Luis A. Briceno-Mena; Birgit Braun; Ivan Castillo; Caterina Rizzo; Linh Bui; Jinsuo Xu; Leo H. Chiang; Richard D. Braatz
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errSave
Hybrid modeling for improved extrapolation and transfer learning in the chemical processing industry
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2024-12-01
err4
PREAI
errSansana, Joel; Rendall, Ricardo; Castillo, Ivan; Chiang, Leo; Reis, Marco S.
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errSave
Machine learning in process systems engineering: Challenges and opportunities
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-02-01
err19
errOAAI
errDaoutidis, Prodromos; Lee, Jay H.; Rangarajan, Srinivas; Chiang, Leo; Gopaluni, Bhushan; Schweidtmann, Artur M.; Harjunkoski, Iiro; Mercangoz, Mehmet; Mesbah, Ali; Boukouvala, Fani; Lima, Fernando, V; Chanona, Antonio del Rio; Georgakis, Christos
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A functional data-driven approach to monitor and analyze equipment degradation in multiproduct batch processes
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2023-12-01
err3
errOAAI
errSansana, Joel; Rendall, Ricardo; Joswiak, Mark N.; Castillo, Ivan; Miller, Gloria; Chiang, Leo H.; Reis, Marco S.
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errSave
Multi-source and multimodal data fusion for improved management of a wastewater treatment plant
errJOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING
IF7.2
err2023-12-01
err7
errOAAI
errStrelet, Eugeniu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Wang, Zhenyu; Joswiak, Mark; Braun, Birgit; Chiang, Leo; Reis, Marco S.
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errSave
Contamination classification for pellet quality inspection using deep learning
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-07-01
err2
PREAI
errPeng, You; Braun, Birgit; McAlpin, Casey; Broadway, Michael; Colegrove, Brenda; Chiang, Leo
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errSave
Towards artificial intelligence at scale in the chemical industry
errAICHE JOURNAL
IF4
err2022-02-25
err23
PREAI
errChiang, Leo H.; Braun, Birgit; Wang, Zhenyu; Castillo, Ivan
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Integration of process knowledge and statistical learning for the Dow data challenge problem
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-10-01
err19
PREAI
errQin, S. Joe; Guo, Siyi; Li, Zheyu; Chiang, Leo H.; Castillo, Ivan; Braun, Birgit; Wang, Zhenyu
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errSave
Recent trends on hybrid modeling for Industry 4.0
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-08-01
err158
PREAI
errSansana, Joel; Joswiak, Mark N.; Castillo, Ivan; Wang, Zhenyu; Rendall, Ricardo; Chiang, Leo H.; Reis, Marco S.
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errSave
Investigation of transfer learning for image classification and impact on training sample size
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2021-04-01
err40
PREAI
errZhu, Wenbo; Braun, Birgit; Chiang, Leo H.; Romagnoli, Jose A.
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errSave
Data-driven plant-model mismatch estimation for dynamic matrix control systems
errINTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
IF3.2
err2020-09-14
err15
PREAI
errXu, Xiaodong; Simkoff, Jodie M.; Baldea, Michael; Chiang, Leo H.; Castillo, Ivan; Bindlish, Rahul; Ashcraft, Brian
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errSave
Data-Driven Optimization of an Industrial Batch Polymerization Process Using the Design of Dynamic Experiments Methodology
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2020-07-09
err9
PREAI
errGeorgakis, Christos; Chin, Swee-Teng; Wang, Zhenyu; Hayot, Philippe; Chiang, Leo; Wassick, John; Castillo, Ivan
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errSave
Sensor Fusion with Irregular Sampling and Varying Measurement Delays
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2020-01-10
err10
PREAI
errSansana, Joel; Rendall, Ricardo; Wang, Zhenyu; Chiang, Leo H.; Reis, Marco S.
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errSave
Dimensionality reduction for visualizing industrial chemical process data
errCONTROL ENGINEERING PRACTICE
IF4.6
err2019-12-01
err43
PREAI
errJoswiak, Mark; Peng, You; Castillo, Ivan; Chiang, Leo H.
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errSave
Advances and opportunities in machine learning for process data analytics
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2019-07-01
err230
PREAI
errQin, S. Joe; Chiang, Leo H.
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errSave
Monitoring Chemical Processes Using Judicious Fusion of Multi-Rate Sensor Data
errSENSORS
IF3.5
err2019-05-15
err18
errOAAI
errWang, Zhenyu; Chiang, Leo
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errSave
Data-driven methods for batch data analysis - A critical overview and mapping on the complexity scale
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2019-05-01
err57
errOAAI
errRendall, Ricardo; Chiang, Leo H.; Reis, Marco S.
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errSave
Wide spectrum feature selection (WiSe) for regression model building
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2019-02-01
err14
PREAI
errRendall, Ricardo; Castillo, Ivan; Schmidt, Alix; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco
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errSave
Image-based manufacturing analytics: Improving the accuracy of an industrial pellet classification system using deep neural networks
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2018-09-01
err20
PREAI
errRendall, Ricardo; Castillo, Ivan; Lu, Bo; Colegrove, Brenda; Broadway, Michael; Chiang, Leo H.; Reis, Marco S.
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Richard D. Braatz
H-index: 86 · Papers: 862
S
S. Joe Qin
H-index: 83 · Papers: 465
J
Jay H. Lee
H-index: 65 · Papers: 634
T
Thomas F. Edgar
H-index: 61 · Papers: 687
P
Pródromos Daoutidis
H-index: 55 · Papers: 395
View more