Ha-Eun Byun

According to our database, Ha-Eun Byun authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Non-myopic Bayesian optimization using model-free reinforcement learning and its application to optimization in electrochemistry.

Mujin Cheon, Ha-Eun Byun, Jay H. Lee

Comput. Chem. Eng., 2024

2023

Embedding active learning in batch-to-batch optimization using reinforcement learning.

Ha-Eun Byun, Boeun Kim, Jay H. Lee

Autom., November, 2023

2022

Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization.

Ha-Eun Byun, Boeun Kim, Jay H. Lee

Comput. Chem. Eng., 2022

2021

Reinforcement learning for batch process control: Review and perspectives.

Haeun Yoo, Ha-Eun Byun, Dongho Han, Jay H. Lee

Annu. Rev. Control., 2021

2020

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

Ha-Eun Byun, Boeun Kim, Jongkoo Lim, Jay H. Lee

Comput. Chem. Eng., 2020

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

Ha-Eun Byun, Boeun Kim, Jay H. Lee

Proceedings of the 59th IEEE Conference on Decision and Control, 2020