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I

Iván Castillo

The Dow Chemical Company

17H指数
57论文数
1.1K被引数
收录论文 26
发表时间
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Efficient human-in-the-loop MPC tuning with multi-task preferential Bayesian optimization高效的人机协同MPC调优与多任务偏好贝叶斯优化
errControl Engineering Practice
IF4.6
err2026-04-01
err0
errOAAI
errJoão P.L. Coutinho; You Peng; Ricardo Rendall; Kaiwen Ma; Swee-Teng Chin; Ivan Castillo; Marco S. Reis
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
Data Fusion: Integrating Heterogeneous Information Sources in the Chemical Processing Industry
errJOURNAL OF CHEMOMETRICS
IF2.1
err2025-11-01
err0
errOAAI
errStrelet, Eugeniu; Castillo, Ivan; Peng, You; Reis, Marco S.
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
Regularized Bayesian Fusion for Multimodal Data Integration in Industrial Processes
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-11-19
err0
PREAI
errStrelet, Eugeniu; Wang, Zhenyu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Reis, Marco S.
err分享
err收藏
Hybrid Approach for Advanced Monitoring and Forecasting of Fouling with Application to an Ethylene Oxide Plant
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-06-11
err0
errOAAI
errSansana, Joel; Rendall, Ricardo; Castillo, Ivan; de Bruijne, Luc; Huggins, Jonathan; Phillips, Ailene; Reis, Marco S.
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
Physics-Enhanced Neural Ordinary Differential Equations: Application to Industrial Chemical Reaction Systems
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2023-09-13
err17
PREAI
errSorourifar, Farshud; Peng, You; Castillo, Ivan; Bui, Linh; Venegas, Juan; Paulson, Joel A.
err分享
err收藏
Data analysis using Riemannian geometry and applications to chemical engineering
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-12-01
err7
errOAAI
errSmith, Alexander; Laubach, Benjamin; Castillo, Ivan; Zavala, Victor M.
err分享
err收藏
Evaluating a Flow-Based Programming Approach as an Alternative for Developing CEP Applications in IoT
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-07-01
err9
errOAAI
errOrtiz, Guadalupe; Castillo, Ivan; Garcia-de-Prado, Alfonso; Boubeta-Puig, Juan
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
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
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
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
Plant-Model Mismatch Estimation from Closed-Loop Data for State-Space Model Predictive Control
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2018-02-20
err17
PREAI
errSimkoff, Jodie M.; Wang, Siyun; Baldea, Michael; Chiang, Leo H.; Castillo, Ivan; Bindlish, Rahul; Stanley, David B.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
R
Richard D. Braatz
H 指数: 86 · 论文数: 863
S
S. Joe Qin
H 指数: 83 · 论文数: 465
T
Thomas F. Edgar
H 指数: 61 · 论文数: 687
V
Ví­ctor M. Zavala
H 指数: 47 · 论文数: 422
M
Michael Bâldea
H 指数: 45 · 论文数: 306
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