Junghwan Kim

21 papers C 1Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Novel inverse predictive system integrated with industrial lubricant information.
Eng. Appl. Artif. Intell.
Minseong Kim, Chonghyo Joo, Jongkoo Lim, Seungho Yeom, Il Moon, Meng Qi, Junghwan Kim
2024 J jnl
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes.
Int. J. Intell. Syst.
Kwang Cheol Oh, Hyukwon Kwon, Sun Yong Park, Seok Jun Kim, Junghwan Kim, Daehyun Kim
2024 J jnl
Novel natural gradient boosting-based probabilistic prediction of physical properties for polypropylene-based composite data.
Eng. Appl. Artif. Intell.
Hyundo Park, Chonghyo Joo, Jongkoo Lim, Junghwan Kim
2023 J jnl
A Dynamic Soft Sensor Based on Hybrid Neural Networks to Improve Early Off-spec Detection.
Eng. Comput.
Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2023 J jnl
A novel graph-based missing values imputation method for industrial lubricant data.
Comput. Ind.
Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim
2023 C conf
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction.
INDIN
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
2023 J jnl
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction.
CoRR
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
2023 J jnl
Cluster-Based Multiobjective Particle Swarm Optimization and Application for Chemical Plants.
Int. J. Intell. Syst.
Seokyoung Hong, Jaewon Lee, Hyungtae Cho, Kyojin Jang, Junghwan Kim
2023 J jnl
Correction to: A dynamic soft sensor based on hybrid neural networks to improve early off-spec detection.
Eng. Comput.
Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2023 J jnl
Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes.
Appl. Soft Comput.
Nahyeon An, Seokyoung Hong, Yurim Kim, Hyungtae Cho, Jongkoo Lim, Il Moon, Junghwan Kim
2023 J jnl
Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations.
Eng. Appl. Artif. Intell.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2023 J jnl
Multi-objective robust optimization of profit for a naphtha cracking furnace considering uncertainties in the feed composition.
Expert Syst. Appl.
Jeongdong Kim, Chonghyo Joo, Minsu Kim, Nahyeon An, Hyungtae Cho, Il Moon, Junghwan Kim
2023 J jnl
pyAPEP: An all-in-one software package for the automated preparation of adsorption process simulations.
Comput. Phys. Commun.
Seongbin Ga, Nahyeon An, Chonghyo Joo, Junghwan Kim
2022 J jnl
Cover: International Journal of Intelligent Systems, Volume 37 Issue 6 June 2022.
Int. J. Intell. Syst.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2022 J jnl
Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters.
Int. J. Intell. Syst.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2022 J jnl
Time-series clustering approach for training data selection of a data-driven predictive model: Application to an industrial bio 2, 3-butanediol distillation process.
Comput. Chem. Eng.
Yeongryeol Choi, Nahyeon An, Seokyoung Hong, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2021 J jnl
Cover: International Journal of Intelligent Systems, Volume 36 Issue 5 May 2021.
Int. J. Intell. Syst.
Hyukwon Kwon, Kwang Cheol Oh, Yeongryeol Choi, Yongchul G. Chung, Junghwan Kim
2021 J jnl
Development and application of machine learning-based prediction model for distillation column.
Int. J. Intell. Syst.
Hyukwon Kwon, Kwang Cheol Oh, Yeongryeol Choi, Yongchul G. Chung, Junghwan Kim
2021 J jnl
Economic design framework of microalga-based biodiesel supply chains under uncertainties in CO
Comput. Chem. Eng.
Yuchan Ahn, Junghwan Kim
2021 J jnl
Techno-economic assessment of carbonate melt flue gas desulfurization process.
Comput. Chem. Eng.
Juwon Lee, Hyungtae Cho, Il Moon, Igor Lubomirsky, Valery Kaplan, Junghwan Kim, Yuchan Ahn
2018 J jnl
Corrosion effect on inspection and replacement planning for a refinery plant.
Comput. Chem. Eng.
Kyungjae Tak, Junghwan Kim