| Reinforcement learning based optimal control of batch processes using Monte-Carlo deep deterministic policy gradient with phase segmentation H Yoo, B Kim, JW Kim, JH Lee Computers & Chemical Engineering 144, 107133, 2021 | 106 | 2021 |
| Dynamic modeling of a fermentation process with ex situ butanol recovery (ESBR) for continuous biobutanol production MH Eom, B Kim, H Jang, SH Lee, W Kim, YA Shin, JH Lee Energy & Fuels 29 (11), 7254-7265, 2015 | 34 | 2015 |
| Analysis and model-based optimization of a pectin extraction process RF Caroço, B Kim, PA Santacoloma, J Abildskov, JH Lee, JK Huusom Journal of Food Engineering 244, 159-169, 2019 | 33 | 2019 |
| A model-based optimization of microalgal cultivation strategies for lipid production under photoautotrophic condition KH Ryu, B Kim, JH Lee Computers & Chemical Engineering 121, 57-66, 2019 | 33 | 2019 |
| A mathematical model of intracellular behavior of microalgae for predicting growth and intracellular components syntheses under nutrient‐replete and‐deplete conditions KH Ryu, MG Sung, B Kim, S Heo, YK Chang, JH Lee Biotechnology and bioengineering 115 (10), 2441-2455, 2018 | 25 | 2018 |
| Solar CO2 hydrogenation by photocatalytic foams L Hurtado, A Mohan, U Ulmer, R Natividad, AA Tountas, W Sun, L Wang, ... Chemical Engineering Journal 435, 134864, 2022 | 20 | 2022 |
| Dynamic analysis and linear model predictive control for operational flexibility of post-combustion CO2 capture processes H Jung, D Im, S Heo, B Kim, JH Lee Computers & Chemical Engineering 140, 106968, 2020 | 20 | 2020 |
| Mean squared error criterion for model-based design of experiments with subset selection B Kim, KH Ryu, S Heo Computers & Chemical Engineering 159, 107667, 2022 | 15 | 2022 |
| Mathematical Modeling of Acetone–Butanol–Ethanol Fermentation with Simultaneous Utilization of Glucose and Xylose by Recombinant Clostridium acetobutylicum J Lim, HE Byun, B Kim, H Park, JH Lee Energy & Fuels 33 (9), 8620-8631, 2019 | 14 | 2019 |
| Parameter subset selection and biased estimation for a class of ill-conditioned estimation problems B Kim, JH Lee Journal of Process Control 81, 65-75, 2019 | 13 | 2019 |
| Model-based optimization of cyclic operation of acetone-butanol-ethanol (ABE) fermentation process with ex situ butanol recovery (ESBR) for continuous biobutanol production B Kim, H Jang, MH Eom, JH Lee Industrial & Engineering Chemistry Research 56 (8), 2071-2082, 2017 | 12 | 2017 |
| Sustainability analysis framework based on global market dynamics: A carbon capture and utilization industry case KH Ryu, B Kim, S Heo Renewable and Sustainable Energy Reviews 166, 112639, 2022 | 11 | 2022 |
| Robust batch-to-batch optimization with scenario adaptation B Kim, JK Huusom, JH Lee Industrial & Engineering Chemistry Research 58 (30), 13664-13674, 2019 | 11 | 2019 |
| Mathematical modeling of microalgal internal metabolic behaviors under heterotrophic conditions and its application KH Ryu, B Kim, S Heo, YK Chang, JH Lee Industrial & Engineering Chemistry Research 59 (4), 1631-1645, 2019 | 8 | 2019 |
| Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization HE Byun, B Kim, JH Lee Computers & Chemical Engineering 167, 107987, 2022 | 7 | 2022 |
| Robust dual control of batch processes with parametric uncertainty using proximal policy optimization HE Byun, B Kim, JH Lee 2020 59th IEEE Conference on Decision and Control (CDC), 3016-3021, 2020 | 6 | 2020 |
| Dynamic Modeling of Acetone–Butanol–Ethanol Fermentation with ex Situ Butanol Recovery using Glucose/Xylose Mixtures J Lim, HE Byun, B Kim, JH Lee Industrial & Engineering Chemistry Research 59 (6), 2581-2592, 2019 | 6 | 2019 |
| Sustainability assessment of the oxy-combustion coal-fired power plant using low-grade fuel B Kim, JG Lee, J Park, H Lee, KH Ryu Journal of Environmental Chemical Engineering 11 (5), 110774, 2023 | 4 | 2023 |
| Supervised machine learning for understanding and improving the computational performance of chemical production scheduling mip models B Kim, CT Maravelias Industrial & Engineering Chemistry Research 61 (46), 17124-17136, 2022 | 3 | 2022 |
| Feature variance regularization method for autoencoder-based one-class classification B Kim, KH Ryu, JH Kim, S Heo Computers & Chemical Engineering 161, 107776, 2022 | 3 | 2022 |
