Heesu Hwang

Hongik University — South Korea

Engineering · Physical Sciences

10h-index531citations34works12.02yr avg
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Research Topics

Gas Sensing Nanomaterials and Sensors(6), Advanced Chemical Sensor Technologies(5), Machine Learning in Materials Science(5), Smart Materials for Construction(5), Advancements in Solid Oxide Fuel Cells(4)

Publications34 total

Immittance-based machine learning framework for breath biomarker detection using Pd-In2O3-decorated MXene sensors
Sensors and Actuators B Chemical·2025
Machine Learning‐Assisted Microstructural Quantification of Multiphase Cathode Composites in All‐Solid‐State Batteries: Correlation with Battery Performance
Small·2025· 7 cited
Structural control in atomic layer deposited hafnium oxide thin films through vertical cavity surface-emitting laser (VCSEL)-Based ultra-rapid heating
Ceramics International·2024
Rational design of hybrid sensor arrays combined synergistically with machine learning for rapid response to a hazardous gas leak environment in chemical plants
Journal of Hazardous Materials·2024· 50 cited
Shear-controlled composite cathodes for all-solid-state batteries combined synergistically with stereology-driven image analysis
Journal of Materials Chemistry A·2024· 3 cited
Synergistic Application of Machine Learning to Microstructural Characterization on Electrode Composites of Solid Oxide Fuel Cells
ECS Meeting Abstracts·2023
Application of Machine Learning to In<sub>2</sub>O<sub>3</sub>-Based Semiconducting Oxide Gas Sensors for High-Performance Gas Discrimination Against Ambient Humidity and Temperature Variations
ECS Meeting Abstracts·2023
Application of Unsupervised/Supervised Machine Learning to Harmful Gas Detection/Classification Based on Mutually-Interacting Semiconductor Metal Oxide Gas Sensors
ECS Meeting Abstracts·2023· 1 cited
Synergistic Application of Machine Learning to Microstructural Characterization on Electrode Composites of Solid Oxide Fuel Cells
ECS Transactions·2023· 1 cited
Vertical-cavity surface-emitting laser (VCSEL)-based ultrafast photonic sintering of solid oxide fuel cells (SOFCs): prospects for time-efficient/two-dimensional scalability to large-sized SOFCs
Journal of Materials Chemistry A·2023· 10 cited
Machine Learning-Assisted Gas-Specific Fingerprint Detection/Classification Strategy Based on Mutually Interactive Features of Semiconductor Gas Sensor Arrays
Electronics·2022· 9 citedOpen Access
Machine learning-based discrimination of indoor pollutants using an oxide gas sensor array: High endurance against ambient humidity and temperature
Sensors and Actuators B Chemical·2022· 76 cited
Deep learning-assisted microstructural analysis of Ni/YSZ anode composites for solid oxide fuel cells
Materials Characterization·2021· 24 cited
Three-Dimensional Printing of Natural Materials Involving Loess-Based Composite Materials Designed for Ecofriendly Applications
Materials·2021· 3 citedOpen Access
Integrated application of semantic segmentation-assisted deep learning to quantitative multi-phased microstructural analysis in composite materials: Case study of cathode composite materials of solid oxide fuel cells
Journal of Power Sources·2020· 36 cited
Tin oxysulfide composite thin films based on atomic layer deposition of tin sulfide and tin oxide using Sn(dmamp)2 as Sn precursor
Ceramics International·2019· 15 cited
Application of Multipoint Impedence Spectroscopy to Corrosion Monitoring on Shape Memory Alloys in Smart Building Materials.
ECS Meeting Abstracts·2019
Application of Atomic Layer Deposition of Cellulosic Materials Prepared Using 3D Printing Concepts
ECS Meeting Abstracts·2019
Electrical Sensing Capability of Carbon Nano-Tubes/Alumina Cement Composites, Probed through Frequency-Dependent Impedance Spectroscopy
ECS Meeting Abstracts·2019
Application of Water-Dispersed Quantum Dots to Crack Monitoring in Smart Composite Materials
ECS Meeting Abstracts·2019
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Frequent Co-authors

Jin‐Ha Hwang(25), Jaehwan Kim(10), Jiwon Oh(7), Hyunbae Lee(7), Jiwon Oh(6), Jong‐Ho Lee(6), Young Yoon(5), Seung‐Muk Bae(5), Eunsoo Choi(5), Yoonmi Nam(5), Dohyoung Kim(5), Jongtae Lim(4), Wonseok Ku(3), Myeong-Ill Lee(3), Eui Hyun Kim(3), Heesun Yang(3), Hyoungchul Kim(3), Sin‐Hye Oh(2), Jung-Woo Kim(2), Ju Han Song(2)