Gyuwon Kim

Deep learning acceleration of multiscale superresolution localization photoacoustic imaging

Jongbeom Kim, Gyuwon Kim, Lei Li et al. · Light Science & Applications · 2022 · 114 citations · Full text

Super-resolving material microstructure image via deep learning for microstructure characterization and mechanical behavior analysis

Jaimyun Jung, Juwon Na, Hyung Keun Park et al. · npj Computational Materials · 2021 · 59 citations · Full text

High Resolution, Engineering, Multiscale Mechanics +20

Bi-Modal Transfer Learning for Classifying Breast Cancers via Combined B-Mode and Ultrasound Strain Imaging

Sampa Misra, Seungwan Jeon, Ravi Managuli et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2021 · 57 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Deep learning-based discriminative refocusing of scanning electron microscopy images for materials science

Juwon Na, Gyuwon Kim, Seong-Hoon Kang et al. · Acta Materialia · 2021 · 53 citations

Materials Science, Convolutional Neural Network, Engineering +9

Deep Learning-Based Estimation of the Unknown Road Profile and State Variables for the Vehicle Suspension System

Gyuwon Kim, Soo Young Lee, Jong-Seok Oh et al. · IEEE Access · 2021 · 36 citations · Full text

Engineering, Machine Learning, Data Science +14