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Junghwan Kim

Yonsei University · 工学

研究室紹介

Professor Junghwan Kim's research lab specializes in advanced materials and sustainable energy technologies, with a strong focus on developing green and efficient solutions for energy storage and conversion. The lab investigates functional nanomaterials, particularly cellulose-based and heterolayered nanomats, for next-generation battery separators and smart energy devices. It also explores data-driven modeling and reactor design for clean hydrogen production, including ammonia decomposition using induction heating and artificial intelligence. Additionally, the lab contributes to biomedical applications through natural compound-based cancer therapeutics, emphasizing synergistic anti-cancer mechanisms.

nanomaterialsenergy storagehydrogen productionsustainable energynetwork embedding

Research Overview

Papers
467
Total Citations
20,090
Papers (5y)
70
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
70total
2022
2023
2024
2025
2026
Citations per year (5y)
2,027total
20222023202420252026

Selected Papers

15
1
Article|183 citations·2015
Extracellular vesicle–derived protein from Bifidobacterium longum alleviates food allergy through mast cell suppression
Junghwan Kim, Eun-Ji Jeun, Chun‐Pyo Hong, Seong Hoon Kim, Min Seong Jang, Eunjung Lee, Sookjin Moon, Chang‐Ho Yun, Sin‐Hyeog Im, Seok-Geun Jeong, Beom-Young Park, Kyong‐Tai Kim
SJR Q1Journal of Allergy and Clinical Immunology
Immunology and AllergyMedicine
2
Article|132 citations·2005
Inhibition of EGFR signaling in human prostate cancer PC-3 cells by combination treatment with β-phenylethyl isothiocyanate and curcumin
Jung Hwan Kim, Changjiang Xu, Young‐Sam Keum, Bandaru S. Reddy, Allan H. Conney, Ah‐Ng Tony Kong
SJR Q1CarcinogenesisOA

Many naturally occurring compounds, including beta-phenylethyl isothiocyanate (PEITC) and curcumin, exhibit significant anti-cancer chemopreventive effects. In this study, we investigated the combined effects of PEITC and curcumin in PC-3 human prostate cancer cells and in PC-3 cells that were stably transfected with an NF-kappaB luciferase plasmid (PC-3 C4). We found an additive effect of PEITC and curcumin for the induction of apoptosis. To elucidate the potential mechanisms of this effect, we

Molecular MedicineBiochemistry, Genetics and Molecular Biology
3
Article|125 citations·2018
SIDE
Jung Hwan Kim, Haekyu Park, Jieun Lee, U Kang
OA

Given a signed directed network, how can we learn node representations which fully encode structural information of the network including sign and direction of edges? Node representation learning or network embedding learns a mapping of each node to a vector. The mapping encodes structural information on network, providing low-dimensional dense node features for general machine learning and data mining frameworks. Since many social networks allow trust (friend) and distrust (enemy) relationships

Artificial IntelligenceComputer Science
4
Article|121 citations·2016
Functionalized Nanocellulose-Integrated Heterolayered Nanomats toward Smart Battery Separators
Jung Hwan Kim, Minsu Gu, Do Hyun Lee, Jeong Hun Kim, Yeon-Su Oh, Sa Hoon Min, Byeong‐Su Kim, Sang‐Young Lee
SJR Q1Nano Letters

Alternative materials obtained from natural resources have recently garnered considerable attention as an innovative solution to bring unprecedented advances in various energy storage systems. Here, we present a new class of heterolayered nanomat-based hierarchical/asymmetric porous membrane with synergistically coupled chemical activity as a nanocellulose-mediated green material strategy to develop smart battery separator membranes far beyond their current state-of-the-art counterparts. This me

Electrical and Electronic EngineeringEngineering
5
Article|106 citations·2009
N-acetylcysteine attenuates glycerol-induced acute kidney injury by regulating MAPKs and Bcl-2 family proteins
Jung Hwan Kim, S. S. Lee, Myeong Hee Jung, Hee Dong Yeo, Hyun‐Jin Kim, Jianwei Yang, Gu Seob Roh, S. H. Chang, D. J. Park
SJR Q1Nephrology Dialysis Transplantation

These results demonstrate that NAC protects against renal dysfunction, morphological damage and biochemical changes via the anti-apoptotic pathway in the glycerol-induced rhabdomyolysis model in rats.

SurgeryMedicine
6
Article|105 citations·2018
Electricity production and phosphorous recovery as struvite from synthetic wastewater using magnesium-air fuel cell electrocoagulation
Jung Hwan Kim, Byung Min An, Dae Hwan Lim, Joo Yang Park
SJR Q1Water Research
Industrial and Manufacturing EngineeringEnvironmental Science
7
Article|101 citations·2021
Machine learning-based energy optimization for on-site SMR hydrogen production
Jaewon Lee, Seokyoung Hong, Hyungtae Cho, Byeonggil Lyu, Myungjun Kim, Junghwan Kim, Il Moon
SJR Q1Energy Conversion and ManagementOA

The production and application of hydrogen, an environmentally friendly energy source, have been attracting increasing interest of late. Although steam methane reforming (SMR) method is used to produce hydrogen, it is difficult to build a high-fidelity model because the existing equation-oriented theoretical model cannot be used to clearly understand the heat-transfer phenomenon of a complicated reforming reactor. Herein, we developed an artificial neural network (ANN)-based data-driven model us

CatalysisChemical Engineering
8
Review|89 citations·2022
A review on biomass-derived N-doped carbons as electrocatalysts in electrochemical energy applications
Sanghyuk Park, Junghwan Kim, Kyungjung Kwon
SJR Q1Chemical Engineering Journal
Renewable Energy, Sustainability and the EnvironmentEnergy
9
Article|89 citations·2024
Techno-economic analysis of anion exchange membrane electrolysis process for green hydrogen production under uncertainty
Minsu Kim, Donggyun Lee, Meng Qi, Junghwan Kim, Junghwan Kim
SJR Q1Energy Conversion and Management
Energy Engineering and Power TechnologyEnergy
10
Article|85 citations·2022
Multi-objective optimization of CO2 emission and thermal efficiency for on-site steam methane reforming hydrogen production process using machine learning
Seokyoung Hong, Jaewon Lee, Hyungtae Cho, Minsu Kim, Il Moon, Junghwan Kim
SJR Q1Journal of Cleaner Production
CatalysisChemical Engineering
11
Article|84 citations·2023
Amino-functionalized nanocellulose aerogels for the superior adsorption of CO2 and separation of CO2/CH4 mixture gas
Wenkai Zhu, Meiling Chen, Jieun Jang, Minsu Han, Yeonggyun Moon, Jung Hwan Kim, Junghwan Kim, Jungmok You, Song Li, Teahoon Park, Jeonghun Kim, Jeonghun Kim
SJR Q1Carbohydrate Polymers
SpectroscopyChemistry
12
Article|83 citations·2022
Carbon-free green hydrogen production process with induction heating-based ammonia decomposition reactor
Jaewon Lee, Seongbin Ga, Dong‐Ha Lim, Seongchan Lee, Hyungtae Cho, Junghwan Kim
SJR Q1Chemical Engineering JournalOA

This study presents an induction heating-based reactor for ammonia decomposition and to achieve a 150 Nm3/h carbon-free green hydrogen production process. The developed metallic monolith reactor acts by increasing the reactor temperature through an electromagnetic induction method using renewable-based electricity. As a result, hydrogen is produced without the generation of air pollutants such as CO2, which are formed via the conventional production pathway. Furthermore, techno-economic analysis

CatalysisChemical Engineering
13
Article|82 citations·2021
Optimization of wet flue gas desulfurization system using recycled waste oyster shell as high-grade limestone substitutes
Jonghun Lim, Hyungtae Cho, Junghwan Kim
SJR Q1Journal of Cleaner ProductionOA

Wet flue gas desulfurization, which is performed in many thermal power plants, has a high desulfurization efficiency and produces desulfurized gypsum as a by-product. Currently, high-grade limestone with a CaCO3 content of 94 wt% or more is used to produce desulfurized gypsum with a purity of 93 wt% or more. However, high-grade limestone resources are depleting, so new substitutes to this are required. The objective of this work is to optimize the wet flue gas desulfurization system using recycl

Mechanical EngineeringEngineering
14
Article|76 citations·2008
The Level of Hepatitis B Virus Replication Is Not Affected by Protein ISG15 Modification but Is Reduced by Inhibition of UBP43 (USP18) Expression
Jung Hwan Kim, Jiann-Kae Luo, Dong‐Er Zhang
SJR Q1The Journal of Immunology

Hepatitis B virus (HBV) causes both acute and chronic infection of the human liver and is associated with the development of liver cirrhosis and hepatocellular carcinoma. UBP43 (USP18) is known as an ISG15-deconjugating enzyme and an inhibitor of type I IFN signaling independent of its enzyme activity. In this study, we examined the role of these two previously identified functions of UBP43 in the innate immune response to HBV viral infection. As an in vivo HBV replication model system, a replic

EpidemiologyMedicine
15
Article|76 citations·2005
Near‐Infrared‐Electroluminescent Light‐Emitting Planar Optical Sources Based on Gallium Nitride Doped with Rare Earths
Jung Hwan Kim, P. H. Holloway
SJR Q1Advanced Materials

Strong near-infrared (NIR) electroluminescent emission at wavelengths used in telecommunication optical fibers was produced from rare-earth-doped GaN semiconductors in thin-metal-film/semiconductor/insulator/metal structures (see Figure). Strong near-infrared emission at wavelengths of 800 nm, 1082 nm, and 1550 nm has been demonstrated at room temperature with the trivalent thulium-, neodymium-, or erbium-doped GaN devices, respectively.

Condensed Matter PhysicsPhysics and Astronomy

Research Areas

Materials ChemistryMechanical EngineeringNuclear and High Energy PhysicsMolecular BiologyElectrical and Electronic EngineeringBiomedical Engineering

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