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I

Il Moon

Yonsei University

46H-index
326Paper Count
7.8KCitation Count
Published Papers 128
Publication Date
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Hybrid Modelling of Chemical Processes: A Unified Framework Based on Deductive, Inductive, and Abductive Inference
errComputers & Chemical Engineering
IF3.9
err2025-09-17
err0
PREAI
errRaymoon Hwang; Jae Hyun Cho; Il Moon; Min Oh
errShare
errSave
Enhancing Catalyst Performance Prediction with Hybrid Quantum Neural Networks: A Comparative Study on Data Consistency Variation
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2025-01-31
err0
PREAI
errOh, Seunghyeon; Roh, Jiwon; Park, Hyundo; Lee, Donggyun; Joo, Chonghyo; Park, Jinwoo; Moon, Il; Ro, Insoo; Kim, Junghwan
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errSave
Discovering the Origin of Catalyst Performance and Degradation of Electrochemical CO2 Reduction through Interpretable Machine Learning
errACS CATALYSIS
IF13.1
err2025-01-22
err2
PREAI
errShin, D; Karasu, H; Jang, K; Kim, C; Kim, K; Kim, D; Sa, YJ; Lee, KB; Chae, KH; Moon, I; Won, DH; Na, J; Lee, U
errShare
errSave
Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err15
PREAI
errJang, Kyojin; Pilario, Karl Ezra Salgado; Lee, Nayoung; Moon, Il; Na, Jonggeol
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errSave
Hybrid data-driven deep learning model for state of charge estimation of Li-ion battery in an electric vehicle
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-09-01
err1
PREAI
errOh, Seunghyeon; Kim, Jiyong; Moon, Il
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errSave
Multi-objective optimization for sustainable and economical polycarbonate production with reaction kinetics inference for real-world industrial process
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2024-06-01
err2
PREAI
errLee, Eunbyul; Kim, Minsu; Moon, Il; Kim, Junghwan
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errSave
Interpretable machine learning framework for catalyst performance prediction and validation with dry reforming of methane
errAPPLIED CATALYSIS B-ENVIRONMENT AND ENERGY
IF21.1
err2024-04-01
err14
errOAAI
errRoh, Jiwon; Park, Hyundo; Kwon, Hyukwon; Joo, Chonghyo; Moon, Il; Cho, Hyungtae; Ro, Insoo; Kim, Junghwan
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errSave
Hybrid Quantum Neural Network Model with Catalyst Experimental Validation: Application for the Dry Reforming of Methane
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2024-02-23
err4
PREAI
errRoh, Jiwon; Oh, Seunghyeon; Lee, Donggyun; Joo, Chonghyo; Park, Jinwoo; Moon, Il; Ro, Insoo; Kim, Junghwan
errShare
errSave
Process design and analysis for combined hydrogen regasification process and liquid air energy storage
errENERGY
IF9.4
err2023-11-01
err5
PREAI
errKim, Yeonghyun; Qi, Meng; Cho, Jaehyun; Lee, Inkyu; Park, Jinwoo; Moon, Il
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errSave
Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err5
errOAAI
errAn, Nahyeon; Hong, Seokyoung; Kim, Yurim; Cho, Hyungtae; Lim, Jongkoo; Moon, Il; Kim, Junghwan
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errSave
Comparison of Derivative-Free Optimization: Energy Optimization of Steam Methane Reforming Process
errINTERNATIONAL JOURNAL OF ENERGY RESEARCH
IF4.2
err2023-06-03
err6
errOAAI
errKim, Minsu; Han, Areum; Lee, Jaewon; Cho, Sunghyun; Moon, Il; Na, Jonggeol
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errSave
Comparison of mixed refrigerant cycles for natural gas liquefaction: From single mixed refrigerant to mixed fluid cascade processes
errENERGY
IF9.4
err2023-06-01
err6
errOAAI
errTak, Kyungjae; Park, Jaedeuk; Moon, Il; Lee, Ung
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errSave
Revealing the impact of renewable uncertainty on grid-assisted power-to-X: A data-driven reliability-based design optimization approach
errAPPLIED ENERGY
IF11
err2023-06-01
err10
PREAI
errKim, Jeongdong; Qi, Meng; Park, Jinwoo; Moon, Il
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errSave
Strategies for flexible operation of power-to-X processes coupled with renewables
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2023-06-01
err13
PREAI
errQi, Meng; Vo, Dat Nguyen; Yu, Haoshui; Shu, Chi-Min; Cui, Chengtian; Liu, Yi; Park, Jinwoo; Moon, Il
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errSave
Novel control-aware fault detection approach for non-stationary processes via deep learning-based dynamic surrogate modeling
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2023-04-01
err7
PREAI
errQi, Meng; Jang, Kyojin; Cui, Chengtian; Moon, Il
errShare
errSave
Integration of wastewater electro-electrodialysis and CO2 capture for sustainable LIB recycling: Process design and economic analyses
errJOURNAL OF CLEANER PRODUCTION
IF10
err2023-03-01
err6
PREAI
errKim, Jeongdong; Moon, Il; Kim, Junghwan
errShare
errSave
Data-driven modeling of multimode chemical process: Validation with a real-world distillation column
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2023-02-01
err20
errOAAI
errChoi, Yeongryeol; Bhadriaju, Bhavana; Cho, Hyungtae; Lim, Jongkoo; Han, In-Su; Moon, Il; Kwon, Joseph Sang-Il; Kim, Junghwan
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errSave
Sequential flue gas utilization for sustainable leaching and metal precipitation of spent lithium-ion battery cathode material: Process design and techno-economic analysis
errJOURNAL OF CLEANER PRODUCTION
IF10
err2022-12-01
err7
PREAI
errKim, Jeongdong; Kim, Sangyoung; Lim, Jonghun; Moon, Il; Kim, Junghwan
errShare
errSave
System perspective on cleaner technologies for renewable methane production and utilisation towards carbon neutrality: Principles, techno-economics, and carbon footprints
errFUEL
IF7.5
err2022-11-01
err34
PREAI
errQi, Meng; Liu, Yi; He, Tianbiao; Yin, Liang; Shu, Chi-Min; Moon, Il
errShare
errSave
Flexible and efficient renewable-power-to-methane concept enabled by liquid CO2 energy storage: Optimization with power allocation and storage sizing
errENERGY
IF9.4
err2022-10-01
err17
PREAI
errQi, Meng; Lee, Jaewon; Hong, Seokyoung; Kim, Jeongdong; Liu, Yi; Park, Jinwoo; Moon, Il
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jiří Jaromír Klemeš
H-index: 104 · Papers: 1.0K
F
Fengqi You
H-index: 89 · Papers: 623
S
Sang‐Wook Cheong
H-index: 81 · Papers: 1.2K
Y
Young Jin Kim
H-index: 72 · Papers: 977
S
Suk Woo Nam
H-index: 71 · Papers: 583
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