Chonghyo Joo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Hyperparameters

Top Venues

Int. J. Intell. Syst.

Eng. Appl. Artif. Intell.

Comput. Phys. Commun.

Publications

Hyundo Park, Chonghyo Joo, Jongkoo Lim, Junghwan Kim
Novel natural gradient boosting-based probabilistic prediction of physical properties for polypropylene-based composite data. Eng. Appl. Artif. Intell. 135 (2024)
Jeongdong Kim, Chonghyo Joo, Minsu Kim, Nahyeon An, Hyungtae Cho, Il Moon, Junghwan Kim
Multi-objective robust optimization of profit for a naphtha cracking furnace considering uncertainties in the feed composition. Expert Syst. Appl. 216 (2023)
Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim
A novel graph-based missing values imputation method for industrial lubricant data. Comput. Ind. 150 (2023)
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. CoRR (2023)
Seongbin Ga, Nahyeon An, Chonghyo Joo, Junghwan Kim
pyAPEP: An all-in-one software package for the automated preparation of adsorption process simulations. Comput. Phys. Commun. 291 (2023)
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations. Eng. Appl. Artif. Intell. 126 (2023)
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. INDIN (2023)
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters. Int. J. Intell. Syst. 37 (6) (2022)
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
Cover: International Journal of Intelligent Systems, Volume 37 Issue 6 June 2022. Int. J. Intell. Syst. 37 (6) (2022)