Joohyun Shin

Statistics

Publications

Citations

864

H-Index

Active since

2016

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Georgia Institute of Technology

SK Group (South Korea)

Joohyun Shin is an author at Korea Advanced Institute of Science and Technology specializing in operations management, reinforcement learning models, and process systems engineering.

Publications per year

2016–2021

Publications

Machine learning: Overview of the recent progresses and implications for the process systems engineering field

Jay H. Lee, Joohyun Shin, Matthew J. Realff · Computers & Chemical Engineering · 2017 · 386 citations

Engineering, Chemical Engineering, Systems Engineering +16

Reinforcement Learning – Overview of recent progress and implications for process control

Joohyun Shin, Thomas A. Badgwell, Kuang-Hung Liu et al. · Computers & Chemical Engineering · 2019 · 302 citations

Business, Computer Science, Markov Decision Processes +15

Operational planning and optimal sizing of microgrid considering multi-scale wind uncertainty

Joohyun Shin, Jay H. Lee, Matthew J. Realff · Applied Energy · 2017 · 105 citations

Management, Operations Management, Operations Planning +15

Multi-timescale, multi-period decision-making model development by combining reinforcement learning and mathematical programming

Joohyun Shin, Jay H. Lee · Computers & Chemical Engineering · 2018 · 26 citations

Business, Decision Sciences, Mathematics +16

Change of Hydrocarbon Structure Type in Lube Hydroprocessing and Correlation Model for Viscosity Index

Kyungseok Noh, Joohyun Shin, Jay H. Lee · Industrial & Engineering Chemistry Research · 2017 · 22 citations

Engineering, Chemical Engineering, Petroleum Engineering +13

1–5 of 7