Hyunju Chang

Korea Research Institute of Chemical Technology — South Korea

Materials Science · Physical Sciences

36h-index5.5kcitations155works6.92yr avg
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Research Topics

Carbon Nanotubes in Composites(27), Machine Learning in Materials Science(26), Graphene research and applications(18), Catalytic Processes in Materials Science(16), Advanced Photocatalysis Techniques(15)

Publications155 total

Machine learning high-throughput screening of double perovskites for enhanced acidic oxygen evolution
Chemical Engineering Journal·2025· 3 cited
Ultrathin Copper Monosulfide Films for an Optically Semitransparent, Highly Selective Ammonia Chemosensor
ACS Applied Materials & Interfaces·2024· 7 cited
Data-Driven Development of Heterogeneous Catalysts for Propane Dehydrogenation with Machine Learning and Metaheuristic Optimization
ACS Materials Letters·2024· 3 cited
High Glass Transition Temperature Fluorinated Polymers Based on Transfer Learning with Small Experimental Data
Macromolecular Rapid Communications·2024Open Access
Catalyst Discovery for Propane Dehydrogenation through Interpretable Machine Learning: Leveraging Laboratory-Scale Database and Atomic Properties
ACS Sustainable Chemistry & Engineering·2024· 12 cited
High Glass Transition Temperature Fluorinated Polymers Based on Transfer Learning with Small Experimental Data
Macromolecular Rapid Communications·2024· 12 citedOpen Access
Room Temperature Reduction of Nitrogen Oxide on Iron Metal–Organic Frameworks
Advanced Materials·2024· 12 citedOpen Access
Optical property dataset of inorganic phosphor
Scientific Reports·2024· 7 citedOpen Access
Author response for "https://2DMat.ChemDX.org: Experimental data platform for 2D materials from synthesis to physical properties"
2024
Investigation of Laser-Induced Graphene (LIG) on a Flexible Substrate and Its Functionalization by Metal Doping for Gas-Sensing Applications
International Journal of Molecular Sciences·2024· 17 citedOpen Access
Investigation of Laser Induced Graphene (LIG) on a Flexible Substrate and Its Functionalization by Metal Doping for Gas-Sensing Applications
Preprints.org·2024· 5 citedOpen Access
https://2DMat.ChemDX.org: Experimental data platform for 2D materials from synthesis to physical properties
Digital Discovery·2024· 5 citedOpen Access
Closed-loop optimization of catalysts for oxidative propane dehydrogenation with CO2 using artificial intelligence
Journal of CO2 Utilization·2023· 6 citedOpen Access
Wafer‐Scale Synthesis of Mixed‐Dimensional Heterostructures via Manipulating Platinization Conditions
Advanced Electronic Materials·2023· 1 citedOpen Access
Data-Driven Prediction of Configurational Stability of Molecule-Adsorbed Heterogeneous Catalysts
Journal of Chemical Information and Modeling·2023· 2 cited
Room temperature reduction of nitrogen oxide on iron Metal-Organic Frameworks
2023· 1 citedOpen Access
TEXplorer.org: Thermoelectric material properties data platform for experimental and first-principles calculation results
APL Materials·2023· 13 citedOpen Access
Closed-Loop Optimization of Catalysts for Oxidative Propane Dehydrogenation with Co2 Using Artificial Intelligence
SSRN Electronic Journal·2023Open Access
Closed-Loop Optimization of Catalysts for Oxidative Propane Dehydrogenation with Co2 Using Artificial Intelligence
SSRN Electronic Journal·2023Open Access
A public database of thermoelectric materials and system-identified material representation for data-driven discovery
npj Computational Materials·2022· 49 citedOpen Access
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Frequent Co-authors

Ki‐jeong Kong(12), Jeong-O Lee(10), Seunghun Jang(10), Hyun Woo Kim(10), Hye‐Mi So(9), Jeong‐O Lee(7), Youngmin Choi(7), Jinhee Kim(7), Hyung Ju Kim(7), Youngmin Kim(6), Min Choi(5), Wooseok Song(5), Byoung-Kye Kim(5), Daewon Lee(5), Noejung Park(5), Sung Myung(5), Gyoung S. Na(5), Sang‐Jin Moon(4), Beom Soo Kim(4), Sun Sook Lee(4)