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Sanghong Kim
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Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection
S Kim, M Kano, H Nakagawa, S Hasebe
International journal of pharmaceutics 421 (2), 269-274, 2011
1642011
Development of soft-sensor using locally weighted PLS with adaptive similarity measure
S Kim, R Okajima, M Kano, S Hasebe
Chemometrics and Intelligent Laboratory Systems 124, 43-49, 2013
1112013
Long-term industrial applications of inferential control based on just-in-time soft-sensors: Economical impact and challenges
S Kim, M Kano, S Hasebe, A Takinami, T Seki
Industrial & Engineering Chemistry Research 52 (35), 12346-12356, 2013
1012013
Evaluation of infrared-reflection absorption spectroscopy measurement and locally weighted partial least-squares for rapid analysis of residual drug substances in cleaning …
H Nakagawa, T Tajima, M Kano, S Kim, S Hasebe, T Suzuki, H Nakagami
Analytical chemistry 84 (8), 3820-3826, 2012
642012
A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate
Z Zheng, T Seto, S Kim, M Kano, T Fujiwara, M Mizuta, S Hasebe
Journal of Crystal Growth 492, 105-113, 2018
322018
Input variable scaling for statistical modeling
S Kim, M Kano, H Nakagawa, S Hasebe
Computers & Chemical Engineering 74, 59-65, 2015
62015
Database management method based on strength of nonlinearity for locally weighted linear regression
S Kim, K Mishima, M Kano, S Hasebe
Journal of Chemical Engineering of Japan 52 (6), 554-561, 2019
52019
Estimation of active pharmaceutical ingredients content in blending process for drug products manufacturing
S Kim
AIChE Annual Meeting, Salt Lake City, US, 2010, 2010
52010
Root cause analysis of estimation error of a soft-sensor
N Ishikawa, S Kim, M Kano, S Hasebe
Computer Aided Chemical Engineering 44, 2257-2262, 2018
22018
Industrial applications of locally weighted PLS to realize maintenance-free high-performance virtual sensing
M Kano, S Kim, R Okajima, S Hasebe
2012 12th International Conference on Control, Automation and Systems, 545-548, 2012
22012
Modified joint-Y PLS model for integrated use of data from similar plants
N Okayama, S Kim, M Kano, S Hasebe
2017 6th International Symposium on Advanced Control of Industrial Processes …, 2017
12017
Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares
R Yoshizaki, M Kano, S Kim
2015 10th Asian Control Conference (ASCC), 1-6, 2015
12015
Gray-Box Model for Predicting Crystal Radius and Crystal Growth Rate of 300 mm Czochralski Single-Crystal Silicon Ingot Production Process
S Kato, S Kim, M Kano, T Fujiwara, M Mizuta, S Hasebe
2019 AIChE Annual Meeting, 2019
2019
Development of a first principle model of Czochralski process and its verification with real industrial data
Z Zheng, T Seto, S Kim, M Kano, T Fujiwara, M Mizuta, S Hasebe
CHEMECA (2015: Melbourne, Vic.), 2770-2776, 2015
2015
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