| 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 | 99 | 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 | 62 | 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 | 61 | 2022 |
| 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 | 47 | 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 | 44 | 2021 |
| 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 | 33 | 2024 |
| 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 | 24 | 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 | 17 | 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 | 10 | 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 | 9 | 2022 |
| 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 (1), 8868540, 2023 | 7 | 2023 |
| 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 | 5 | 2021 |
| Fast charging of lithium-ion batteries While accounting for degradation and cell-to-cell variability M Kim, J Schaeffer, MD Berliner, BP Sagnier, MZ Bazant, R Findeisen, ... Journal of The Electrochemical Society 171 (9), 090517, 2024 | 4 | 2024 |
| 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 490, 151484, 2024 | 4 | 2024 |
| Advanced Integrated Fast-Charging Protocol for Lithium-Ion Batteries by Considering Degradation M Kim, J Kim ACS Sustainable Chemistry & Engineering 12 (17), 6786-6796, 2024 | 4 | 2024 |
| 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 |
| Advanced CFD simulation of two-phase anion exchange membrane water electrolysis D Lee, M Kim, J Kim, I Moon, J Kim International Journal of Hydrogen Energy 88, 322-332, 2024 | 1 | 2024 |
| Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries M Kim, J Schaeffer, MD Berliner, BP Sagnier, R Findeisen, RD Braatz 2024 American Control Conference (ACC), 5339-5344, 2024 | 1 | 2024 |
| 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 |
| Design and global sensitivity analysis of a flexible hydrogen regasification process integrated with liquid air energy storage system Y Kim, H Mun, M Kim, I Moon, J Park, I Lee, J Kim Energy 316, 134533, 2025 | | 2025 |
Il Moonchemical & biomolecular engineering, yonsei universityPatvirtintas el. paštas yonsei.ac.kr