Personal information

South Korea

Activities

Employment (1)

Yonsei University: Seoul, KR

Employment
Source: Self-asserted source
Junghwan Kim

Works (50 of 115)

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Page 1 of 3

Advancing green hydrogen purification: Multiscale evaluation of membrane processes using novel software, pySembrane

Renewable and Sustainable Energy Reviews
2025-02 | Journal article
Contributors: Nahyeon An; Boram Gu; Junghwan Kim; Seongbin Ga
Source: check_circle
Crossref

Novel inverse predictive system integrated with industrial lubricant information

Engineering Applications of Artificial Intelligence
2025-02 | Journal article
Contributors: Minseong Kim; Chonghyo Joo; Jongkoo Lim; Seungho Yeom; Il Moon; Meng Qi; Junghwan Kim
Source: check_circle
Crossref

Design and operation optimization of a novel closed-loop NCM precursor resynthesis from spent LIB assisted by roasting and wastewater electrolysis

Chemical Engineering Journal
2025-01 | Journal article
Contributors: Sunwoo Kim; Jeongdong Kim; Junghwan Kim
Source: check_circle
Crossref

Design and optimization of hybrid seawater reverse osmosis–solar-driven desalination–pressure retarded osmosis system for energy efficient desalination maximizing economic potential

Water Research
2025-01 | Journal article
Contributors: Sunwoo Kim; Jieun Jang; Jonghun Lim; Dongha Lee; Jeonghun Kim; Junghwan Kim
Source: check_circle
Crossref

Accelerating active catalyst discovery: a probabilistic prediction-based screening methodology with applications in dry reforming of methane

Journal of Materials Chemistry A
2024 | Journal article
Contributors: Hyundo Park; Jiwon Roh; Hyungtae Cho; Insoo Ro; Junghwan Kim
Source: check_circle
Crossref

Advancing greener LNG-fueled vessels: Compact simultaneous reduction system for CH4, NOX and CO2 emissions

Journal of Cleaner Production
2024-11 | Journal article
Contributors: Jiye Park; Yurim Kim; Dongha Lim; Junghwan Kim; Jaewon Lee; Hyungtae Cho
Source: check_circle
Crossref

Advanced CFD simulation of two-phase anion exchange membrane water electrolysis

International Journal of Hydrogen Energy
2024-10 | Journal article
Contributors: Donggyun Lee; Minsu Kim; Jeongdong Kim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

Design and optimization of energy supplying system for electric vehicles by mobile charge stations

Journal of Industrial and Engineering Chemistry
2024-10 | Journal article
Contributors: Sunghyun Cho; Jonghun Lim; Wangyun Won; Junghwan Kim; Seongbin Ga
Source: check_circle
Crossref

Novel natural gradient boosting-based probabilistic prediction of physical properties for polypropylene-based composite data

Engineering Applications of Artificial Intelligence
2024-09 | Journal article
Contributors: Hyundo Park; Chonghyo Joo; Jongkoo Lim; Junghwan Kim
Source: check_circle
Crossref

Enhanced ammonia-cracking process via induction heating for green hydrogen: A comprehensive energy, exergy, economic, and environmental (4E) analysis

Chemical Engineering Journal
2024-07 | Journal article
Contributors: Seunggwan Yun; Junhyeok Im; Junhwan Kim; Hyungtae Cho; Jaewon Lee
Source: check_circle
Crossref

Machine Learning-Based Adaptive Regression to Identify Nonlinear Dynamics of Biochemical Systems: A Case Study on Bio 2,3-Butanediol Distillation Process

ACS Sustainable Chemistry & Engineering
2024-07-22 | Journal article
Contributors: Yeongryeol Choi; Bhavana Bhadriraju; Hyukwon Kwon; Jongkoo Lim; Joseph Sang-Il Kwon; Junghwan Kim
Source: check_circle
Crossref

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

Chemical Engineering Journal
2024-06 | Journal article
Contributors: Eunbyul Lee; Minsu Kim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

Systems design and techno-economic analysis of a novel cryogenic carbon capture process integrated with an air separation unit for autothermal reforming blue hydrogen production system

Journal of Cleaner Production
2024-06 | Journal article
Contributors: Wonjun Noh; Sihwan Park; Yurim Kim; Jaewon Lee; Junghwan Kim; Inkyu Lee
Source: check_circle
Crossref

Design of hybrid desalination process using waste heat and cold energy from LNG power plant increasing energy and economic potential

Journal of Cleaner Production
2024-05 | Journal article
Contributors: Jonghun Lim; Jinwoo Park; Kiho Park; Junghwan Kim
Source: check_circle
Crossref

Advanced Integrated Fast-Charging Protocol for Lithium-Ion Batteries by Considering Degradation

ACS Sustainable Chemistry & Engineering
2024-04-29 | Journal article
Contributors: Minsu Kim; Junghwan Kim
Source: check_circle
Crossref

Multidisciplinary high-throughput screening of metal–organic framework for ammonia-based green hydrogen production

Renewable and Sustainable Energy Reviews
2024-03 | Journal article
Contributors: Seongbin Ga; Nahyeon An; Gi Yeol Lee; Chonghyo Joo; Junghwan Kim
Source: check_circle
Crossref

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

ACS Sustainable Chemistry & Engineering
2024-03-11 | Journal article
Contributors: Jiwon Roh; Seunghyeon Oh; Donggyun Lee; Chonghyo Joo; Jinwoo Park; Il Moon; Insoo Ro; Junghwan Kim
Source: check_circle
Crossref

Hydrogen production from fishing net waste for sustainable clean fuel: Techno-economic analysis and life cycle assessment

Chemical Engineering Journal
2024-02 | Journal article
Contributors: Hyejeong Lee; Junhyeok Im; Hyungtae Cho; Sungyup Jung; Hyeseung Choi; Dongho Choi; Junghwan Kim; Jaewon Lee; Eilhann E. Kwon
Source: check_circle
Crossref

Techno-economic analysis of anion exchange membrane electrolysis process for green hydrogen production under uncertainty

Energy Conversion and Management
2024-02 | Journal article
Contributors: Minsu Kim; Donggyun Lee; Meng Qi; Junghwan Kim
Source: check_circle
Crossref

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

ACS Sustainable Chemistry & Engineering
2024-02-19 | Journal article
Contributors: Chonghyo Joo; Hyukwon Kwon; Jonghun Lim; Jaewon Lee; Junghwan Kim
Source: check_circle
Crossref

Carbon Neutral Design of Waste Energy Recovery System for LNG Power Plant Using Organic Rankine Cycle

International Journal of Energy Research
2024-01 | Journal article
Contributors: Minsik Choi; Jonghun Lim; Inkyu Lee; Junghwan Kim; Viknesh Andiappan
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Crossref

Economic analysis with multiscale high-throughput screening for covalent organic framework adsorbents in ammonia-based green hydrogen separation

Renewable and Sustainable Energy Reviews
2024-01 | Journal article
Contributors: Seongbin Ga; Nahyeon An; Gi Yeol Lee; Chonghyo Joo; Junghwan Kim
Source: check_circle
Crossref

Hyperparameter Optimization of the Machine Learning Model for Distillation Processes

International Journal of Intelligent Systems
2024-01 | Journal article
Contributors: Kwang Cheol Oh; Hyukwon Kwon; Sun Yong Park; Seok Jun Kim; Junghwan Kim; DaeHyun Kim; Vasudevan Rajamohan
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Crossref

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

Applied Soft Computing
2023-11 | Journal article
Contributors: Nahyeon An; Seokyoung Hong; Yurim Kim; Hyungtae Cho; Jongkoo Lim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations

Engineering Applications of Artificial Intelligence
2023-11 | Journal article
Contributors: Chonghyo Joo; Hyundo Park; Jongkoo Lim; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

Correction to: A dynamic soft sensor based on hybrid neural networks to improve early off-spec detection

Engineering with Computers
2023-10 | Journal article
Contributors: Seokyoung Hong; Nahyeon An; Hyungtae Cho; Jongkoo Lim; In-Su Han; Il Moon; Junghwan Kim
Source: check_circle
Crossref

Process design and improvement for hydrogen production based on thermodynamic analysis: Practical application to real-world on-site hydrogen refueling stations

Journal of Cleaner Production
2023-10 | Journal article
Contributors: Seunggwan Yun; Jaewon Lee; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

pyAPEP: An all-in-one software package for the automated preparation of adsorption process simulations

Computer Physics Communications
2023-10 | Journal article
Contributors: Seongbin Ga; Nahyeon An; Chonghyo Joo; Junghwan Kim
Source: check_circle
Crossref

A novel graph-based missing values imputation method for industrial lubricant data

Computers in Industry
2023-09 | Journal article
Contributors: Soohwan Jeong; Chonghyo Joo; Jongkoo Lim; Hyungtae Cho; Sungsu Lim; Junghwan Kim
Source: check_circle
Crossref

A novel process-level carbon contribution analysis (PCCA) method for carbon minimization of chemical processes: Exergy mapping to carbon emissions

Chemical Engineering Journal
2023-09 | Journal article
Contributors: Wonjun Noh; Juyeoung Seo; Junghwan Kim; Inkyu Lee
Source: check_circle
Crossref

Advanced natural gas liquefaction and regasification processes: Liquefied natural gas supply chain with cryogenic carbon capture and storage

Energy Conversion and Management
2023-09 | Journal article
Contributors: Yurim Kim; Jaewon Lee; Nahyeon An; Junghwan Kim
Source: check_circle
Crossref

Novel lithium production process using desalination wastewater and waste heat from natural gas combined cycle

Energy Conversion and Management
2023-09 | Journal article
Contributors: Hyejeong Lee; Jonghun Lim; Junghwan Kim
Source: check_circle
Crossref

Oxy-fuel combustion-based blue hydrogen production with the integration of water electrolysis

Energy Conversion and Management
2023-09 | Journal article
Contributors: Seunggwan Yun; Jaewon Lee; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

A Dynamic Soft Sensor Based on Hybrid Neural Networks to Improve Early Off-spec Detection

Engineering with Computers
2023-08 | Journal article
Contributors: Seokyoung Hong; Nahyeon An; Hyungtae Cho; Jongkoo Lim; In-Su Han; Il Moon; Junghwan Kim
Source: check_circle
Crossref

A framework for environmental production of textile dyeing process using novel exhaustion-rate meter and multi-layer perceptron-based prediction model

Process Safety and Environmental Protection
2023-07 | Journal article
Contributors: Soohwan Jeong; Jonghun Lim; Seok Il Hong; Soon Chul Kwon; Jae Yun Shim; Yup Yoo; Hyungtae Cho; Sungsu Lim; Junghwan Kim
Source: check_circle
Crossref

A lignocellulosic 2,3-butanediol strategy: Process development and integrative analyses

Journal of Environmental Chemical Engineering
2023-06 | Journal article
Contributors: Suji Jeong; Junghwan Kim; J. Jay Liu; Wangyun Won
Source: check_circle
Crossref

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

Journal of Cleaner Production
2023-03 | Journal article
Contributors: Jeongdong Kim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

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

Chemical Engineering Journal
2023-02 | Journal article
Contributors: Yeongryeol Choi; Bhavana Bhadriaju; Hyungtae Cho; Jongkoo Lim; In-Su Han; Il Moon; Joseph Sang-Il Kwon; Junghwan Kim
Source: check_circle
Crossref

Cluster‐Based Multiobjective Particle Swarm Optimization and Application for Chemical Plants

International Journal of Intelligent Systems
2023-01 | Journal article
Contributors: Seokyoung Hong; Jaewon Lee; Hyungtae Cho; Kyojin Jang; Junghwan Kim; Alexander Hošovský
Source: check_circle
Crossref

Optimal sorting and recycling of plastic waste as a renewable energy resource considering economic feasibility and environmental pollution

Process Safety and Environmental Protection
2023-01 | Journal article
Contributors: Jonghun Lim; Yuchan Ahn; Junghwan Kim
Source: check_circle
Crossref

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
2022-12 | Journal article
Contributors: Jeongdong Kim; Sangyoung Kim; Jonghun Lim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

Novel waste heat and oil recovery system in the finishing treatment of the textile process for cleaner production with economic improvement

International Journal of Energy Research
2022-11 | Journal article
Contributors: Jonghun Lim; Hyejeong Lee; Hyungtae Cho; Jae Yun Shim; Heedong Lee; Junghwan Kim
Source: check_circle
Crossref

Novel pulp mill wastewater recovery process for CO2 and SOx utilization

Journal of Cleaner Production
2022-10 | Journal article
Contributors: Hyejeong Lee; Jonghun Lim; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

Reinforcement learning-based optimal operation of ash deposit removal system to improve recycling efficiency of biomass for CO2 reduction

Journal of Cleaner Production
2022-10 | Journal article
Contributors: Jonghun Lim; Hyungtae Cho; Hyukwon Kwon; Hyundo Park; Junghwan Kim
Source: check_circle
Crossref

Multiobjective Optimization of Plastic Waste Sorting and Recycling Processes Considering Economic Profit and CO2 Emissions Using Nondominated Sorting Genetic Algorithm II

ACS Sustainable Chemistry & Engineering
2022-10-10 | Journal article
Contributors: Jaewon Lee; Jonghun Lim; Chonghyo Joo; Yuchan Ahn; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

Optimal operation of the evaporator and combustion air distribution system in a pulp mill to maximize biomass recycling and energy efficiency

Journal of Cleaner Production
2022-09 | Journal article
Contributors: Jiye Park; Yurim Kim; Jonghun Lim; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref

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

Polymers
2022-08-26 | Journal article
Contributors: Chonghyo Joo; Hyundo Park; Hyukwon Kwon; Jongkoo Lim; Eunchul Shin; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref
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Preferred source (of 2)‎

Comparative design, thermodynamic and techno‐economic analysis of utilizing liquefied natural gas cold energy for hydrogen liquefaction processes

International Journal of Energy Research
2022-07 | Journal article
Contributors: Wonjun Noh; Sihwan Park; Junghwan Kim; Inkyu Lee
Source: check_circle
Crossref

Multi-objective optimization of CO2 emission and thermal efficiency for on-site steam methane reforming hydrogen production process using machine learning

Journal of Cleaner Production
2022-07 | Journal article
Contributors: Seokyoung Hong; Jaewon Lee; Hyungtae Cho; Minsu Kim; Il Moon; Junghwan Kim
Source: check_circle
Crossref

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

Energy Science & Engineering
2022-06 | Journal article
Contributors: Hyundo Park; Hyukwon Kwon; Hyungtae Cho; Junghwan Kim
Source: check_circle
Crossref
Items per page:
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Peer review (36 reviews for 17 publications/grants)

Review activity for Advanced energy materials. (1)
Review activity for Advanced sustainable systems. (1)
Review activity for Catalysis communications. (1)
Review activity for Cell reports physical science. (1)
Review activity for Chemical engineering journal. (7)
Review activity for Chemical engineering research & design. (1)
Review activity for Current opinion in green and sustainable chemistry. (1)
Review activity for Desalination. (1)
Review activity for Energy conversion and management. (7)
Review activity for Heliyon. (2)
Review activity for Industrial & engineering chemistry research. (3)
Review activity for Journal of cleaner production. (2)
Review activity for Journal of environmental chemical engineering. (2)
Review activity for Journal of Zhejiang University. (1)
Review activity for Minerals. (1)
Review activity for Renewable & sustainable energy reviews. (2)
Review activity for Water research. (2)