발행물

전체 논문

104

21

Deep Feature Selection Framework for Quality Prediction in Injection Molding Process
Iljeok Kim, Juwon Na, Jong Pil Yun, Seungchul Lee
IEEE Transactions on Industrial Informatics, 2023

22

Data-driven Stress and Strain Curves of the Unidirectional Composites by Deep Neural Networks with Principal Component Analysis and Selective-data Augmentation
Do-Won Kim, Myeong-Seok Go, Jae Hyuk Lim, Seungchul Lee
Composite Structures, 2023

23

Spider-inspired Tunable Mechanosensor for Biomedical Applications
Taewi Kim, Insic Hong, Yeonwook Roh, Dongjin Kim, Sung Wook Kim, Sunghoon Im, Changhwan Kim, Kiwon Jang, Seongyeon Kim, Minho Kim, Jieun Park, Dohyeon Gong, Kihyeon Ahn, Jingoo Lee, Gunhee Lee, Hak-Seung Lee, Jeehoon Kang, Ji Man Hong, Seungchul Lee, Sungchul Seo, Bon-Kwon Koo, Je-sung Koh, Seungyong Han, Daeshik Kang
npj Flexible Electronics, 2023

24

Influence of Tensile Properties on Hole Expansion Ratio Investigated using a Generative Adversarial Imputation Network with Explainable Artificial Intelligence
Jeong Ah Lee, Jaejung Park, Yeon Taek Choi, Rae Eon Kim, Jaimyun Jung, Seungchul Lee, Min Hong Seo, Hyoung Seop Kim
Journal of Materials Science, 2023

25

Modeling and Prediction of Lithium-Ion Battery Thermal Runaway via a Multiphysics-Informed Neural Network
Sung Wook Kim, Eunji Kwak, Ki-Yong Oh, Seungchul Lee
Journal of Energy Storage, 2023

26

A Novel Unsupervised Clustering and Domain Adaptation Framework for Rotating Machinery Fault Diagnosis
Taewan Kim, Seungchul Lee
IEEE Transactions on Industrial Informatics, 2022

27

Deep Learning-based Prediction and Interpretation of Physical Phenomena for Metaporous Materials
Soo Young Lee, Jihun Lee, Joong Seok Lee, Seungchul Lee
Materials Today Physics, 2022

28

Predicting Multipotency of Human Adult Stem Cells Derived from Various Donors through Deep Learning
Hyeonji Kim, Keonhyeok Park, Jung-Min Yon, Sung Won Kim, Soo young Lee, Iljoo Jeong, Jinah Jang, Seungchul Lee, Dong-Woo Cho
Scientific Reports, 2022

29

Tactile Sensor-based Object Recognition Method Robust to Gripping Conditions Using Fast Fourier Convolution Algorithm
Hyunsuk Huh, Jeong-Jung Kim, Doo-Yeol Koh, Chang-Hyun Kim, Seungchul Lee
Journal of Korea Robotics Society, 2022

30

High Throughput Screening of Mesenchymal Stem Cell Lines using Deep Learning
Gyuwon Kim, Jung Ho Jeon, Keonhyeok Park, Sung Won Kim, Do Hyun Kim, Seungchul Lee
Scientific Reports, 2022