Il Moon

Yonsei University

H指数:46

被引数:7,819

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Hybrid Modelling of Chemical Processes: A Unified Framework Based on Deductive, Inductive, and Abductive Inference

化学过程混合建模：基于演绎、归纳和溯因推理的统一框架

Computers & Chemical Engineering

IF3.9

2025-09-170

PRE

Enhancing Catalyst Performance Prediction with Hybrid Quantum Neural Networks: A Comparative Study on Data Consistency Variation

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2025-01-310

PRE

Discovering the Origin of Catalyst Performance and Degradation of Electrochemical CO2 Reduction through Interpretable Machine Learning

通过可解释机器学习探究电化学CO2还原催化剂性能及其衰减的起源

ACS CATALYSIS

IF13.1

2025-01-222

PRE

Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes

用于工业过程故障诊断的可解释人工智能

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-0115

PRE

Hybrid data-driven deep learning model for state of charge estimation of Li-ion battery in an electric vehicle

混合数据驱动的电动汽车锂离子电池荷电状态估计深度学习模型

JOURNAL OF ENERGY STORAGE

IF9.8

2024-09-011

PRE

Multi-objective optimization for sustainable and economical polycarbonate production with reaction kinetics inference for real-world industrial process

CHEMICAL ENGINEERING JOURNAL

IF13.2

2024-06-012

PRE

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

用于甲烷干重整催化剂性能预测和验证的可解释机器学习框架

APPLIED CATALYSIS B-ENVIRONMENT AND ENERGY

IF21.1

2024-04-0114

OAAI

Hybrid Quantum Neural Network Model with Catalyst Experimental Validation: Application for the Dry Reforming of Methane

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2024-02-234

PRE

Process design and analysis for combined hydrogen regasification process and liquid air energy storage

ENERGY

IF9.4

2023-11-015

PRE

Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes

APPLIED SOFT COMPUTING

IF6.6

2023-11-015

OAAI

Comparison of Derivative-Free Optimization: Energy Optimization of Steam Methane Reforming Process

INTERNATIONAL JOURNAL OF ENERGY RESEARCH

IF4.2

2023-06-036

Comparison of mixed refrigerant cycles for natural gas liquefaction: From single mixed refrigerant to mixed fluid cascade processes

ENERGY

IF9.4

2023-06-016

OAAI

Revealing the impact of renewable uncertainty on grid-assisted power-to-X: A data-driven reliability-based design optimization approach

APPLIED ENERGY

IF11

2023-06-0110

PRE

Strategies for flexible operation of power-to-X processes coupled with renewables

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2023-06-0113

PRE

Novel control-aware fault detection approach for non-stationary processes via deep learning-based dynamic surrogate modeling

基于深度学习的动态代理建模非平稳过程控制感知故障检测新方法

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2023-04-017

PRE

Integration of wastewater electro-electrodialysis and CO2 capture for sustainable LIB recycling: Process design and economic analyses

整合废水电渗析和CO2捕集以实现可持续LIB回收: 工艺设计和经济分析

JOURNAL OF CLEANER PRODUCTION

IF10

2023-03-016

PRE

Data-driven modeling of multimode chemical process: Validation with a real-world distillation column

CHEMICAL ENGINEERING JOURNAL

IF13.2

2023-02-0120

Sequential flue gas utilization for sustainable leaching and metal precipitation of spent lithium-ion battery cathode material: Process design and techno-economic analysis

JOURNAL OF CLEANER PRODUCTION

IF10

2022-12-017

PRE

System perspective on cleaner technologies for renewable methane production and utilisation towards carbon neutrality: Principles, techno-economics, and carbon footprints

可再生甲烷生产和碳中和利用的清洁技术的系统观点: 原理，技术经济学和碳足迹

FUEL

IF7.5

2022-11-0134

PRE

Flexible and efficient renewable-power-to-methane concept enabled by liquid CO2 energy storage: Optimization with power allocation and storage sizing

ENERGY

IF9.4

2022-10-0117

PRE

Il Moon

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