"Model-based Reinforcement Learning and Predictive Control for Two-stage Optimal Control of Fed-batch Bioreactor"

J. W. Kim, B. J. Park, T. H. Oh, and J. M. Lee* , Computers & Chemical Engineering , 154 , 107465

"Convergence Analysis of the Deep Neural Networks based Globalized Dual Heuristic Programming"

J. W. Kim, T. H. Oh, S. H. Son, D. H. Jeong, and J. M. Lee * , Automatica , 122 , 109222

"Move Blocked Model Predictive Control with Improved Optimality using Semi-explicit Approach for Applying Time-varying Blocking Structure"

S. H. Son, T. H. Oh, J. W. Kim, and J. M. Lee* , Journal of Process Control , 92 , 50–61

"A Model-based Deep Reinforcement Learning Method Applied to Finite-horizon Optimal Control of Nonlinear Control affine System"

J. W. Kim, B. J. Park, H. Yoo, T. H. Oh, J. H. Lee, and J. M. Lee* , Journal of Process Control , vol. 87 , 166–178

"Backstepping Control Integrated with Lyapunov-based Model Predictive Control"

Y. Kim, T. H. Oh, T. Park, and J. M. Lee* , Journal of Process Control , 73 , 137-146

"Transition Model for Simulated Moving Bed Under Nonideal Conditions"

T. H. Oh, S.-K. Oh, H. Kim, K. Lee, and J. M. Lee* ,  Industrial & Engineering Chemistry Research , 58 / no. 47 , 21625–21640

"Conceptual Design of an Energy-efficient Process for Separating Aromatic Compounds from Naphtha with a High Concentration of Aromatic Compounds using 4-methyl-n-butylpyridinium Tetrafluoroborate Ionic…"

T. H. Oh, S.-K. Oh, H. Kim, K. Lee, and J. M. Lee* , Industrial & Engineering Chemistry Research , 56 / no. 25 , 7273–7284