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
Hwang, Heesu, Choi, Sung Min, Oh, Jiwon, Bae, Seung-Muk, Lee, Jong-Ho, Ahn, Jae-Pyeong, Lee, Jeong-O., An, Ki-Seok, Yoon, Young, Hwang, Jin-Ha
Published in Journal of power sources (30.09.2020)
Published in Journal of power sources (30.09.2020)
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Journal Article
Synergistic approach to quantifying information on a crack-based network in loess/water material composites using deep learning and network science
Hwang, Heesu, Oh, Jiwon, Lee, Keon-Hee, Cha, Jung-Hwan, Choi, Eunsoo, Yoon, Young, Hwang, Jin-Ha
Published in Computational materials science (01.08.2019)
Published in Computational materials science (01.08.2019)
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Journal Article
Electrical/Mechanical Monitoring of Shape Memory Alloy Reinforcing Fibers Obtained by Pullout Tests in SMA/Cement Composite Materials
Kim, Eui-Hyun, Lee, Hyunbae, Kim, Jae-Hwan, Bae, Seung-Muk, Hwang, Heesu, Yang, Heesun, Choi, Eunsoo, Hwang, Jin-Ha
Published in Materials (22.02.2018)
Published in Materials (22.02.2018)
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Journal Article
Machine learning-based discrimination of indoor pollutants using an oxide gas sensor array: High endurance against ambient humidity and temperature
Oh, Jiwon, Kim, Sang Hun, Lee, Myeong-Jin, Hwang, Heesu, Ku, Wonseok, Lim, Jongtae, Hwang, In-Sung, Lee, Jong-Heun, Hwang, Jin-Ha
Published in Sensors and actuators. B, Chemical (01.08.2022)
Published in Sensors and actuators. B, Chemical (01.08.2022)
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Journal Article
Shear-controlled composite cathodes for all-solid-state batteries combined synergistically with stereology-driven image analysis
Jeong, Hyeseong, Hwang, Heesu, Cho, Jeong-Won, Shin, Dongwook, Lee, Jong-Ho, Shin, Sung Soo, Hwang, Jin-Ha, Kim, Hyoungchul
Published in Journal of materials chemistry. A, Materials for energy and sustainability (27.08.2024)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (27.08.2024)
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Journal Article
Structural control in atomic layer deposited hafnium oxide thin films through vertical cavity surface-emitting laser (VCSEL)-Based ultra-rapid heating
Kim, Jae-Hwan, Kim, Dohyoung, Cho, Jeong-Won, Hwang, Heesu, Noh, Young-Soo, Lee, Myeong-Ill, Bae, Seung-Muk, Cheon, Taehoon, Oh, Youkeun, Kim, Dokyun, Yoo, Chanyoung, Park, Seungho, Hwang, Jin-Ha
Published in Ceramics international (01.08.2024)
Published in Ceramics international (01.08.2024)
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Journal Article
Rational design of hybrid sensor arrays combined synergistically with machine learning for rapid response to a hazardous gas leak environment in chemical plants
Ku, Wonseok, Lee, Geonhee, Lee, Ju-Yeon, Kim, Do-Hyeong, Park, Ki-Hong, Lim, Jongtae, Cho, Donghwi, Ha, Seung-Chul, Jung, Byung-Gil, Hwang, Heesu, Lee, Wooseop, Shin, Huisu, Jang, Ha Seon, Lee, Jeong-O., Hwang, Jin-Ha
Published in Journal of hazardous materials (15.03.2024)
Published in Journal of hazardous materials (15.03.2024)
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Journal Article
Deep learning-assisted microstructural analysis of Ni/YSZ anode composites for solid oxide fuel cells
Hwang, Heesu, Ahn, Junsung, Lee, Hyunbae, Oh, Jiwon, Kim, Jaehwan, Ahn, Jae-Pyeong, Kim, Hong-Kyu, Lee, Jong-Ho, Yoon, Young, Hwang, Jin-Ha
Published in Materials characterization (01.02.2021)
Published in Materials characterization (01.02.2021)
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Journal Article
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
Kim, Jaehwan, Rehman, Saeed Ur, Lee, Myeong-Ill, Hussain, Amjad, Noh, Youngsu, Oh, Jiwon, Ku, Wonseck, Kwak, Na-Eui, Kim, Do-Hyeong, Hwang, Heesu, Yoon, Hee-Sung, Park, Seungho, Lee, Seung-Bok, Hwang, Jin-Ha
Published in Journal of materials chemistry. A, Materials for energy and sustainability (02.05.2023)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (02.05.2023)
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Journal Article
Crack monitoring in shape memory alloy/cement composite materials using water-dispersed quantum dots
Kim, Jaehwan, Han, Chang-Yeol, Kim, Eui-Hyun, Bae, Seung-Muk, Hwang, Heesu, Yang, Heesun, Choi, Eunsoo, Hwang, Jin-Ha
Published in Smart materials and structures (01.09.2018)
Published in Smart materials and structures (01.09.2018)
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Journal Article
Tin oxysulfide composite thin films based on atomic layer deposition of tin sulfide and tin oxide using Sn(dmamp)2 as Sn precursor
Choi, Jeong-Wan, Oh, Jiwon, Ngoc Van, Tran Thi, Kim, Jaehwan, Hwang, Heesu, Kim, Chang Gyoun, Chung, Taek-Mo, An, Ki-Seok, Shong, Bonggeun, Hwang, Jin-Ha
Published in Ceramics international (01.03.2020)
Published in Ceramics international (01.03.2020)
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Journal Article
Machine Learning-Assisted Gas-Specific Fingerprint Detection/Classification Strategy Based on Mutually Interactive Features of Semiconductor Gas Sensor Arrays
Oh, Jiwon, Hwang, Heesu, Nam, Yoonmi, Lee, Myeong-Il, Lee, Myeong-Jin, Ku, Wonseok, Song, Hye-Won, Pouri, Safa Siavash, Lee, Jeong-O, An, Ki-Seok, Yoon, Young, Lim, Jongtae, Hwang, Jin-Ha
Published in Electronics (Basel) (01.12.2022)
Published in Electronics (Basel) (01.12.2022)
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Journal Article
Application of Unsupervised/Supervised Machine Learning to Harmful Gas Detection/Classification Based on Mutually-Interacting Semiconductor Metal Oxide Gas Sensors
Nam, Yoonmi, Hwang, Heesu, Kim, Dohyoung, Oh, Jiwon, Hong, Ki, Lim, Jongtae, Hwang, Jin-Ha
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
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Journal Article
Application of Machine Learning to In2O3-Based Semiconducting Oxide Gas Sensors for High-Performance Gas Discrimination Against Ambient Humidity and Temperature Variations
Kim, Dohyoung, Kim, Sang Hun, Oh, Jiwon, Nam, Yoonmi, Hwang, Heesu, Hwang, Jin-Ha
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
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Journal Article
Application of Machine Learning to In 2 O 3 -Based Semiconducting Oxide Gas Sensors for High-Performance Gas Discrimination Against Ambient Humidity and Temperature Variations
Kim, Dohyoung, Kim, Sang Hun, Oh, Jiwon, Nam, Yoonmi, Hwang, Heesu, Hwang, Jin-Ha
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
Published in Meeting abstracts (Electrochemical Society) (28.08.2023)
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Journal Article