Iván Castillo

Recent trends on hybrid modeling for Industry 4.0

Joel Sansana, Mark N. Joswiak, Iván Castillo et al. · Computers & Chemical Engineering · 2021 · 258 citations

Engineering, Recent Trends, Industrial Engineering +7

Dimensionality reduction for visualizing industrial chemical process data

Mark N. Joswiak, You Peng, Iván Castillo et al. · Control Engineering Practice · 2019 · 60 citations

Engineering, Data Science, Data Mining +7

Industrial PLS model variable selection using moving window variable importance in projection

Bo Lu, Iván Castillo, Leo H. Chiang et al. · Chemometrics and Intelligent Laboratory Systems · 2014 · 57 citations

Engineering, Industrial Engineering, Computer Engineering +4

Towards artificial intelligence at scale in the chemical industry

Leo H. Chiang, Birgit Braun, Zhenyu Wang et al. · AIChE Journal · 2022 · 53 citations

Artificial Intelligence, Engineering, Machine Learning +21

Integration of process knowledge and statistical learning for the Dow data challenge problem

S. Joe Qin, Siyi Guo, Zheyu Li et al. · Computers & Chemical Engineering · 2021 · 34 citations

Artificial Intelligence, Data-driven Optimization, Statistical Learning +14