Convergence analysis of the deep neural networks based globalized dual heuristic programming. - Jong Woo Kim; Tae Hoon Oh; Sang Hwan Son; Dong Hwi Jeong; Jong Min Lee 002 (Autom., 2020)

Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity. - Sang Hwan Son; Hyun-Kyu Choi; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2020)

Handling plant-model mismatch in Koopman Lyapunov-based model predictive control via offset-free control framework. - Sang Hwan Son; Abhinav Narasingam; Joseph Sang-Il Kwon (CoRR, 2020)

Model-plant mismatch learning offset-free model predictive control. - Sang Hwan Son; Jong Woo Kim; Tae Hoon Oh; Jong Min Lee 002 (CoRR, 2020)

Idle speed control with low-complexity offset-free explicit model predictive control in presence of system delay. - Sang Hwan Son; Se-Kyu Oh; Byung Jun Park; Min Jun Song; Jong Min Lee 002 (CoRR, 2020)

Inferential model predictive control of blow-line fiber morphology in a continuous pulp digester via multiscale modeling. - Hyun-Kyu Choi; Sang Hwan Son; Joseph Sang-Il Kwon (ACC, 2021)

Integration of offset-free control framework with Koopman Lyapunov-based model predictive control. - Sang Hwan Son; Abhinav Narasingam; Joseph Sang-Il Kwon (ACC, 2021)

Move blocked model predictive control with guaranteed stability and improved optimality using linear interpolation of base sequences. - Sang Hwan Son; Byung Jun Park; Tae Hoon Oh; Jong Woo Kim; Jong Min Lee 002 (Int. J. Control, 2021)

Model predictive control of fiber deformation in a batch pulp digester. - Juyeong Jung; Hyun-Kyu Choi; Sang Hwan Son; Joseph Sang-Il Kwon; Jay H. Lee (ACC, 2022)

Multiscale modeling of fiber deformation: Application to a batch pulp digester for model predictive control of fiber strength. - Juyeong Jung; Hyun-Kyu Choi; Sang Hwan Son; Joseph Sang-Il Kwon; Jay H. Lee (Comput. Chem. Eng., 2022)

Primal-dual differential dynamic programming: A model-based reinforcement learning for constrained dynamic optimization. - Jong Woo Kim; Tae Hoon Oh; Sang Hwan Son; Jong Min Lee 002 (Comput. Chem. Eng., 2022)

Dynamic modeling and predictive control of boil-off gas generation during LNG loading. - Kyeongseok Shin; Sang Hwan Son; Jiyoung Moon; Yeonpyeong Jo; Joseph Sang-Il Kwon; Sungwon Hwang (Comput. Chem. Eng., 2022)

Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control. - Abhinav Narasingam; Sang Hwan Son; Joseph Sang-Il Kwon (Int. J. Control, 2023)