Ha-Eun Byun

Machine learning-based discovery of molecules, crystals, and composites: A perspective review

Jay H. Lee, Jihan Kim, Sangwon Lee, 2021, Korean Journal of Chemical Engineering.

Two-stage deep learning for online prediction of knee-point in Li-ion battery capacity degradation

Ha-Eun Byun, Suyeon Sohn, Jay H. Lee, 2022, Applied Energy.

Reinforcement learning for batch process control: Review and perspectives

Haeun Yoo, Ha Eun Byun, Dongho Han, 2021, Annu. Rev. Control..

Robust Dual Control of Batch Processes with Parametric Uncertainty using Proximal Policy Optimization

Jay H. Lee, Jay H. Lee, Ha-Eun Byun, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

Mathematical Modeling of Acetone–Butanol–Ethanol Fermentation with Simultaneous Utilization of Glucose and Xylose by Recombinant Clostridium acetobutylicum

Jay H. Lee, Boeun Kim, Ha-Eun Byun, 2019, Energy & Fuels.

CNN-based Online Diagnosis of Knee-point in Li-ion Battery Capacity Fade Curve

Ha-Eun Byun, Suyeon Sohn, Jay H. Lee, 2022, IFAC-PapersOnLine.

Multi-objective optimization of operation of lignocellulosic acetone-butanol-ethanol fermentation with ex situ butanol recovery (ESBR)

Jay H. Lee, Jay H. Lee, Boeun Kim, 2020, Comput. Chem. Eng..

Dynamic Modeling of Acetone–Butanol–Ethanol Fermentation with ex Situ Butanol Recovery using Glucose/Xylose Mixtures

Jay H. Lee, Boeun Kim, Ha-Eun Byun, 2020, Industrial & Engineering Chemistry Research.