Deep Learning-based Discriminative Refocusing of Scanning Electron Microscopy Images for Materials Science
Juwon Na, Gyuwon Kim, Seong-Hoon Kang, Se-Jong Kim, Seungchul Lee
Acta Materialia, 2021
52
Super-resolving Material Microstructure Image via Deep Learning for Microstructure Characterization and Mechanical Behavior Analysis
Jaimyun Jung, Juwon Na, Hyung Keun Park, Jeong Min Park, Gyuwon Kim, Seungchul Lee, Hyoung Seop Kim
npj Computational Materials, 2021
53
Deep Learning-based Method for Multiple Sound Source Localization with High Resolution and Accuracy
Soo Young Lee, Jiho Chang, Seungchul Lee
Mechanical Systems and Signal Processing, 2021
54
Estimating the Phase Volume Fraction of Multi-Phase Steel via Unsupervised Deep Learning
Sung Wook Kim, Seong-Hoon Kang, Se-Jong Kim, Seungchul Lee
Scientific Reports, 2021
55
Knowledge Integration into Deep Learning in Dynamical Systems: An Overview and Taxonomy
Sung Wook Kim, Iljeok Kim, Jonghwan Lee, Seungchul Lee
Journal of Mechanical Science and Technology, 2021
56
Physics-Informed Neural Network For Estimation Of Lithium-Ion Battery State-of-Health
Sung Wook Kim, Ki-Yong Oh, Seungchul Lee
Transactions on the Korean Society for Noise and Vibration Engineering, 2021
57
Applications of Deep Learning for Fault Detection in Industrial Cold Forging
Andrew Glaeser, Soo Young Lee, Yunseob Hwang, Vignesh Selvaraj, Kangsan Lee, Namjeong Lee, Seungchul Lee, Sangkee Min
IEEE,
58
Exploration of Optimal Microstructure and Mechanical Properties in Continuous Microstructure Space using a Variational Autoencoder
Yongju Kim, Hyung Keun Park, Jaimyun Jung, Peyman Asghari-Rad, Seungchul Lee, Jin You Kim, Hwan Gyo Jung, Hyoung Seop Kim
Materials & Design, 2021
59
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, Seungchul Lee
IEEE Access, 2021
60
Improved Classification and Localization Approach to Small Bowel Capsule Endoscopy Using Convolutional Neural Network
Yunseob Hwang, Han Hee Lee, Chunghyun Park, Bayu Adhi Tama, Jin Su Kim, Dae Young Cheung, Woo Chul Chung, Young-Seok Cho, Kang-Moon Lee, Myung-Gyu Choi, Seungchul Lee, Bo-In Lee