| Adversarial autoencoder based feature learning for fault detection in industrial processes K Jang, S Hong, M Kim, J Na, I Moon IEEE Transactions on Industrial Informatics 18 (2), 827-834, 2021 | 61 | 2021 |
| Biogas reforming integrated with PEM electrolysis via oxygen storage process for green hydrogen production: From design to robust optimization J Kim, M Qi, M Kim, J Lee, I Lee, I Moon Energy Conversion and Management 251, 115021, 2022 | 42 | 2022 |
| Multi-objective optimization of CO2 emission and thermal efficiency for on-site steam methane reforming hydrogen production process using machine learning S Hong, J Lee, H Cho, M Kim, I Moon, J Kim Journal of Cleaner Production 359, 132133, 2022 | 36 | 2022 |
| Optimization of an explosive waste incinerator via an artificial neural network surrogate model S Cho, M Kim, B Lyu, I Moon Chemical Engineering Journal 407, 126659, 2021 | 34 | 2021 |
| Proposal and surrogate-based cost-optimal design of an innovative green ammonia and electricity co-production system via liquid air energy storage M Qi, M Kim, ND Vo, L Yin, Y Liu, J Park, I Moon Applied Energy 314, 118965, 2022 | 23 | 2022 |
| Data-driven robust optimization for minimum nitrogen oxide emission under process uncertainty M Kim, S Cho, K Jang, S Hong, J Na, I Moon Chemical Engineering Journal 428, 130971, 2022 | 16 | 2022 |
| Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning S Cho, M Kim, J Lee, A Han, J Na, I Moon Engineering Applications of Artificial Intelligence 117, 105463, 2023 | 10 | 2023 |
| Multi-objective robust optimization of profit for a naphtha cracking furnace considering uncertainties in the feed composition J Kim, C Joo, M Kim, N An, H Cho, I Moon, J Kim Expert Systems with Applications 216, 119464, 2023 | 8 | 2023 |
| Multi-objective optimization of an explosive waste incineration process considering nitrogen oxides emission and process cost by using artificial neural network surrogate models S Cho, Y Kim, M Kim, H Cho, I Moon, J Kim Process Safety and Environmental Protection 162, 813-824, 2022 | 7 | 2022 |
| Techno-economic analysis of anion exchange membrane electrolysis process for green hydrogen production under uncertainty M Kim, D Lee, M Qi, J Kim Energy Conversion and Management 302, 118134, 2024 | 4 | 2024 |
| A framework for economically optimal operation of explosive waste incineration process to reduce nox emission concentration S Cho, D Kang, JSI Kwon, M Kim, H Cho, I Moon, J Kim Mathematics 9 (17), 2174, 2021 | 4 | 2021 |
| Fire Prediction based on Weather and Fire Data using Artificial Neural Network S Hong, S Cho, M Kim, I Moon Journal of the Korean Society of Hazard Mitigation 19 (7), 275-281, 2019 | 4 | 2019 |
| Comparison of derivative-free optimization: energy optimization of steam methane reforming process M Kim, A Han, J Lee, S Cho, I Moon, J Na International Journal of Energy Research 2023, 2023 | 3 | 2023 |
| Adversarial Autoencoder Based Nonlinear Process Monitoring K Jang, M Kim, H Yoon, J Na, I Moon Computer Aided Chemical Engineering 50, 1195-1201, 2021 | 1 | 2021 |
| Multi-objective optimization for sustainable and economical polycarbonate production with reaction kinetics inference for real-world industrial process E Lee, M Kim, I Moon, J Kim Chemical Engineering Journal, 151484, 2024 | | 2024 |
| Advanced Integrated Fast-Charging Protocol for Lithium-Ion Batteries by Considering Degradation M Kim, J Kim ACS Sustainable Chemistry & Engineering, 2024 | | 2024 |
| Mathematical Modeling of Anion Exchange Membrane Water Electrolyzer D Lee, M Kim, I Moon Computer Aided Chemical Engineering 52, 849-854, 2023 | | 2023 |
| Energy optimization of chemical process: Comparison of derivative-free algorithms M Kim, A Han, J Lee, J Park, J Na, I Moon 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Optimization of Fluidized Bed Incineration Process for Explosive Waste Treatment Via Artificial Neural Network Surrogate Modeling Method S Cho, M Kim, H Cho, J Kim, I Moon 2021 AIChE Annual Meeting, 2021 | | 2021 |
| Multi-Objective Optimization for Sustainable and Economical Polycarbonate Production with Reaction Kinetics for Real-World Industrial Process E Lee, M Kim, I Moon, J Kim Available at SSRN 4747728, 0 | | |
Il Moonchemical & biomolecular engineering, yonsei universityכתובת אימייל מאומתת בדומיין yonsei.ac.kr
