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Leo H. Chiang

The Dow Chemical Company

28H指数
91论文数
2.5W被引数
收录论文 37
发表时间
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Artificial intelligence at scale in the chemical industry: from legacy to leadership化工行业大规模人工智能: 从传统到领导力
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
err分享
err收藏
The incorporation of qualitative knowledge in hybrid modeling在混合建模中纳入定性知识
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
err分享
err收藏
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.
err分享
err收藏
Machine learning in process systems engineering: Challenges and opportunities过程系统工程中的机器学习: 挑战与机遇
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
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
Contamination classification for pellet quality inspection using deep learning基于深度学习的颗粒质量检测污染分类
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-07-01
err2
PREAI
errPeng, You; Braun, Birgit; McAlpin, Casey; Broadway, Michael; Colegrove, Brenda; Chiang, Leo
err分享
err收藏
Towards artificial intelligence at scale in the chemical industry在化学工业中走向大规模的人工智能
errAICHE JOURNAL
IF4
err2022-02-25
err23
PREAI
errChiang, Leo H.; Braun, Birgit; Wang, Zhenyu; Castillo, Ivan
err分享
err收藏
Integration of process knowledge and statistical learning for the Dow data challenge problem针对Dow数据挑战问题的过程知识和统计学习的集成
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
err分享
err收藏
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.
err分享
err收藏
Investigation of transfer learning for image classification and impact on training sample size迁移学习对图像分类及训练样本量影响的研究
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2021-04-01
err40
PREAI
errZhu, Wenbo; Braun, Birgit; Chiang, Leo H.; Romagnoli, Jose A.
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
Monitoring Chemical Processes Using Judicious Fusion of Multi-Rate Sensor Data
errSENSORS
IF3.5
err2019-05-15
err18
errOAAI
errWang, Zhenyu; Chiang, Leo
err分享
err收藏
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.
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
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Richard D. Braatz
H 指数: 86 · 论文数: 863
S
S. Joe Qin
H 指数: 83 · 论文数: 465
J
Jay H. Lee
H 指数: 65 · 论文数: 635
T
Thomas F. Edgar
H 指数: 61 · 论文数: 687
P
Pródromos Daoutidis
H 指数: 55 · 论文数: 395
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