Junghwan Kim

According to our database, Junghwan Kim authored at least 19 papers between 2018 and 2025.

Collaborative distances:

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

2025

Novel inverse predictive system integrated with industrial lubricant information.

Minseong Kim, Chonghyo Joo, Jongkoo Lim, Seungho Yeom, Il Moon, Meng Qi, Junghwan Kim

Eng. Appl. Artif. Intell., 2025

2024

Hyperparameter Optimization of the Machine Learning Model for Distillation Processes.

Kwang Cheol Oh, Hyukwon Kwon, Sun Yong Park, Seok Jun Kim, Junghwan Kim, Daehyun Kim

Int. J. Intell. Syst., 2024

Novel natural gradient boosting-based probabilistic prediction of physical properties for polypropylene-based composite data.

Hyundo Park, Chonghyo Joo, Jongkoo Lim, Junghwan Kim

Eng. Appl. Artif. Intell., 2024

2023

Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations.

Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim

Eng. Appl. Artif. Intell., November, 2023

Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes.

Nahyeon An, Seokyoung Hong, Yurim Kim, Hyungtae Cho, Jongkoo Lim, Il Moon, Junghwan Kim

Appl. Soft Comput., November, 2023

Correction to: A dynamic soft sensor based on hybrid neural networks to improve early off-spec detection.

Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim

Eng. Comput., October, 2023

pyAPEP: An all-in-one software package for the automated preparation of adsorption process simulations.

Seongbin Ga, Nahyeon An, Chonghyo Joo, Junghwan Kim

Comput. Phys. Commun., October, 2023

A novel graph-based missing values imputation method for industrial lubricant data.

Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim

Comput. Ind., September, 2023

A Dynamic Soft Sensor Based on Hybrid Neural Networks to Improve Early Off-spec Detection.

Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim

Eng. Comput., August, 2023

Multi-objective robust optimization of profit for a naphtha cracking furnace considering uncertainties in the feed composition.

Jeongdong Kim, Chonghyo Joo, Minsu Kim, Nahyeon An, Hyungtae Cho, Il Moon, Junghwan Kim

Expert Syst. Appl., April, 2023

Cluster-Based Multiobjective Particle Swarm Optimization and Application for Chemical Plants.

Seokyoung Hong, Jaewon Lee, Hyungtae Cho, Kyojin Jang, Junghwan Kim

Int. J. Intell. Syst., 2023

Chemical Property-Guided Neural Networks for Naphtha Composition Prediction.

Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters.

Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim

Int. J. Intell. Syst., 2022

Cover: International Journal of Intelligent Systems, Volume 37 Issue 6 June 2022.

Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim

Int. J. Intell. Syst., 2022

Time-series clustering approach for training data selection of a data-driven predictive model: Application to an industrial bio 2, 3-butanediol distillation process.

Yeongryeol Choi, Nahyeon An, Seokyoung Hong, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim

Comput. Chem. Eng., 2022

2021

Development and application of machine learning-based prediction model for distillation column.

Hyukwon Kwon, Kwang Cheol Oh, Yeongryeol Choi, Yongchul G. Chung, Junghwan Kim

Int. J. Intell. Syst., 2021

Cover: International Journal of Intelligent Systems, Volume 36 Issue 5 May 2021.

Hyukwon Kwon, Kwang Cheol Oh, Yeongryeol Choi, Yongchul G. Chung, Junghwan Kim

Int. J. Intell. Syst., 2021

Techno-economic assessment of carbonate melt flue gas desulfurization process.

Juwon Lee, Hyungtae Cho, Il Moon, Igor Lubomirsky, Valery Kaplan, Junghwan Kim, Yuchan Ahn

Comput. Chem. Eng., 2021

2018

Corrosion effect on inspection and replacement planning for a refinery plant.

Kyungjae Tak, Junghwan Kim

Comput. Chem. Eng., 2018