Project
Ongoing projects
골-임플란트 계면의 초음파 교호작용 예측을 위한 물리정보 기반의 멀티모달 신경망
A physics-informed multimodal neural network to understand the interaction between an ultrasonic wave and the bone-implant interface
Principal investigator (연구책임자) with Guillaume Haiat (CNRS - UMR 8208)
National Research Foundation of Korea (한국연구재단) / Europe and Foreign Affairs (유럽외무부), France
2023.10.01 - 2025.09.30 (₩35,000,000/yr - 2 years)
Deep infrared sensing in Hypersonic/Space environmental conditions
극초음속/우주 환경의 딥러닝 적외선 센싱기술 개발
Principal investigator (연구책임자)
Air Force Research Laboratory (미공군 연구소), USA
2022.07.28 - 2024.07.27 ($10,000/yr - 2 years)
극한 환경조건(극초음속/우주)의 고성능 적외선 분광기술을 위한 정보복원 딥러닝 기술
Information recovery-deep learning for high performance infrared spectroscopy in extreme environmental condition (Hypersonic/Space)
Principal investigator (연구책임자)
National Research Foundation of Korea (한국연구재단)
2022.06.01 - 2025.05.31 (₩68,000,000/yr - 3 years)
전기자동차 파워모듈용 고내구성 질화알루미늄계 방열 소재 및 이종소재 접합기술 개발
Development of high reliable aluminum nitride-based substrate and Cu-brazing technology of EV power module application
Co-investigator (공동책임자)
National Research Foundation of Korea (한국연구재단)
2022.07.01 - 2026.12.31 (₩100,000,000/yr - 4.5 years)
루프패드 장착 공법 변경에 따른 NVH 영향도 분석
Effects of roof-pad installation on NVH (Noise, Vibration, Harshness) testing of road vehicles
Co-investigator (공동책임자)
Hyundai Motor Group (현대자동차 그룹)
2023.04.01 - 2023.10.31 (₩68,000,000 - 7 months)
Grand ICT 연구센터
Grand ICT research center
Researcher (참여연구원)
Institute of Information & Communications Technology Planning & Evaluation (정보통신기획평가원)
2020.01.01 - 2027.12.31 (₩2,400,000,000/yr - 7 years)
Research experience
2020.09 –2021.08 Intravital mHealth spectroscopy of microvascular blood analysis for anemia and sickle cell disease (National Institutes of Health, USA)
2019.09 – 2020.12 Configurable computational spectroscopy using randomness-assisted deep learning (Air Force Research Laboratory, USA)
2018.09 – 2019.08 Ultrasonic assessment of osseointegration phenomena at the bone-implant interface using convolutional neural network (European Research Council, France)
2017.01 – 2018.09 Development of the in-line welds quality estimation system and network-based quality control technology in arc and spot welds of ultra-high strength steels for automotive parts assembly (Korea Evaluation Institute of Industrial Technology)
2016.05 – 2017.12 Sound Radiation Mechanism and Acoustic Modeling of Rainfall Noise by Impact of Droplet on Vehicle Panel (Hyundai Motors)
2014.06 – 2016.07 Rattle source identification in a road vehicle and evaluation of panel BSR noise (Hyundai Motors)
2014.10 – 2015.09 Neural network based-leak detection in road vehicles using sounds from interaction of air jet (Hyundai Motors)
2014.05 – 2015.04 Study on interaction of excitation source and complex floating structure for reduction of floor impact noise (National Research Foundation)
2013.07 – 2018.08 Development of Photomixing-based high-speed high-resolution THz imaging/spectroscopy technique for Diagnosis of Hidden Damage in Structural Composites and Semiconductor Packaging materials (National Research Foundation)
2013.05 – 2014.04 Perception quantification of vehicle BSR (Buzz, Rattle, Squeak) noise (Hyundai Motors)
2012.06 – 2015.05 Development of fuel injector for 200 bar gasoline direct injection system (Korea Evaluation Institute of Industrial Technology)
Collaborators
Hanyang University
Junhong Park
French national research center
Guillaume Haïat
Vu-Hieu Nguyen
Purdue University
Young L. Kim
US Air force research laboratory
Zahyun Ku
Hongik University
Bongjoong Kim
Konkuk University
Sang Yeob Kim