Hyukwon Kwon

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

Hyukwon Kwon, Kwang Cheol Oh, Yeongryeol Choi et al. · International Journal of Intelligent Systems · 2021 · 78 citations

Engineering, Chemical Engineering, Machine Learning +14

Interpretable machine learning framework for catalyst performance prediction and validation with dry reforming of methane

Jiwon Roh, Hyundo Park, Hyukwon Kwon et al. · Applied Catalysis B: Environmental · 2023 · 58 citations · Full text

Natural Sciences, Chemical Engineering, Chemistry +17

Machine Learning Approach to Predict Physical Properties of Polypropylene Composites: Application of MLR, DNN, and Random Forest to Industrial Data

Chonghyo Joo, Hyundo Park, Hyukwon Kwon et al. · Polymers · 2022 · 39 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

A framework for energy optimization of distillation process using machine learning‐based predictive model

Hyundo Park, Hyukwon Kwon, Hyungtae Cho et al. · Energy Science & Engineering · 2022 · 22 citations · Full text

Engineering, Chemical Engineering, Machine Learning +16

Multiobjective Optimization of CO₂ Emission and Net Profit for a Naphtha Cracking Furnace Using a Deep Neural Network with a Nondominated Sorting Genetic Algorithm

Hyukwon Kwon, Jonghun Lim, Jaewon Lee et al. · ACS Sustainable Chemistry & Engineering · 2024 · 12 citations

Natural Sciences, Chemical Engineering, Industrial Engineering +17