Hyun Woo Kim

Gwangju Institute of Science and Technology — South Korea

Materials Science · Physical Sciences

27h-index2.8kcitations122works2.02yr avg
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Research Topics

Catalytic Processes in Materials Science(19), Catalysis and Oxidation Reactions(16), Machine Learning in Materials Science(16), Electrocatalysts for Energy Conversion(14), Spectroscopy and Quantum Chemical Studies(12)

Publications122 total

Light-induced C–H activation on single-atom doped plasmonic silver nanoparticles
Physical Chemistry Chemical Physics·2026
Tuning ORR Activity of N-Doped Biphenylene-Based Single-Atom Catalysts via DFT and Machine Learning Synergy
The Journal of Physical Chemistry C·2025
R²GB-GA: A Reaction-Regulated Graph-Based Genetic Algorithm for Exploring Synthesizable Chemical Space
2025
Exploring Hückel Molecular Orbital Energies Through Variational and Phase Estimation Quantum Algorithms
2025
Corrigendum to “Revisiting doping strategies: The critical role of dopant-host interplay in cobalt-free, high-nickel cathode materials” [Chem. Eng. J. 523 (2025) 168882]
Chemical Engineering Journal·2025
Beyond limits: a tribute to Dai-Sik Kim’s academic legacy and vision
Nanophotonics·2025· 1 citedOpen Access
Explaining blood-brain barrier permeability by synergistic effect on molecular substructures
Computers in Biology and Medicine·2025· 1 cited
Revisiting doping strategies: The critical role of dopant-host interplay in cobalt-free, high‑nickel cathode materials
Chemical Engineering Journal·2025· 3 cited
Revealing the Impact of Aggregations in the Graph‐Based Molecular Machine Learning: Electrostatic Interaction Versus Pooling Methods
Advanced Theory and Simulations·2025· 1 citedOpen Access
Data-driven framework based on machine learning and optimization algorithms to predict oxide-zeolite-based composite and reaction conditions for syngas-to-olefin conversion
CHINESE JOURNAL OF CATALYSIS (CHINESE VERSION)·2025· 2 cited
Exploring Non-Toxic Green Refrigerants using Positive-Unlabeled Learning and High-Fidelity Search
2025Open Access
Selective production of market-valued dihydroxyacetone on two alloy phase surfaces by electrocatalytic oxidation of biomass-derived glycerol
Applied Catalysis B: Environmental·2025· 3 citedOpen Access
Redox‐Active Interlayer with Gradient Adsorption and Catalytic Conversion Functionality for High‐Sulfur‐Loading Lithium‐Sulfur Batteries
Small Structures·2025· 4 citedOpen Access
Reaction Profile Forecasting by Artificial Data Generation for Wittig-Type Geminal Bromofluoroolefination
Organic Letters·2025
Explaining Blood-Brain Barrier Permeability by Synergistic Effect on Molecular Substructures
2025Open Access
Genetic parameters for whole weight and survival rate of the Portuguese oyster, Crassostrea angulata, at different harvest stages after six generations of selection
Aquaculture International·2025· 4 cited
Active Learning‐Driven Discovery of Sub‐2 Nm High‐Entropy Nanocatalysts for Alkaline Water Splitting
Advanced Functional Materials·2025· 13 citedOpen Access
Synthesis and Biological Evaluation of Peripheral 5HT<sub>2B</sub> Antagonists for Liver Fibrosis
Journal of Medicinal Chemistry·2025· 2 cited
Ligand-Shell Cooperativity in a Bilayer Silica-Sandwiched Mixed-Metals Nanocatalyst Design for Absolute Selectivity Switch
ACS Nano·2025· 2 cited
The Nature of Chemical Bonds in the Age of Artificial Intelligence: Revisiting Electronegativity of Organic Molecules
2025Open Access
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Frequent Co-authors

Hyunju Chang(11), Young Min Rhee(10), Hyung Ju Kim(8), Youngmin Kim(7), Daewon Lee(5), Ho‐Jeong Chae(4), Won Bae Kim(4), Gyoung S. Na(4), Eunsook Lee(4), Tae‐Wan Kim(3), Kimoon Kim(3), David H. K. Jackson(3), Seung Ju Han(3), Seok Ki Kim(3), Yong Tae Kim(3), Jisu Han(3), Seungho Seong(3), B. I. Min(3), Jeong‐Rang Kim(2), Wooseup Hwang(2)