Novel method for measuring a wear scar using deep learning
Lee, Sebin, Kim, Taewan, Lee, Seungchul, Hong, Sung-Ho
TRIBOLOGY INTERNATIONAL, 2023
52
Label-free grain segmentation for optical microscopy images via unsupervised image-to-image translation
Lee, Seungchul, Na, Juwon, Lee, Jaejun, Kang, Seong-Hoon, Kim, Se-Jong
MATERIALS CHARACTERIZATION, 2023
53
Optimal Surrogate Models for Predicting the Elastic Moduli of Metal-Organic Frameworks via Multiscale Features
Lee, Seungchul, Lee, Jaejun, Lee, Inhyo, Park, Jaejung, Kim, Heekyu, Kim, Minseon, Min, Kyoungmin
CHEMISTRY OF MATERIALS, 2023
54
Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulation
Lee, Seungchul, Go, Myeong-Seok, Lim, Jae Hyuk
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2023
55
A Novel Unsupervised Clustering and Domain Adaptation Framework for Rotating Machinery Fault Diagnosis
Kim, T[Kim, Taewan], Lee, S[Lee, Seungchul]
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023
56
Active Learning Platform for Accelerating the Search for High-Voltage Cathode Materials in an Extensive Chemical Space
Lee, Seungchul, Kim, Heekyu, Park, Jaejung, Kim, Minseon, Lee, Jaejun, Lee, Inhyo, Min, Kyoungmin
JOURNAL OF PHYSICAL CHEMISTRY C, 2023
57
Non-invasive way to diagnose dysphagia by training deep learning model with voice spectrograms
Lee, Seungchul, Kim, Heekyu, Park, Hae-Yeon, Park, DoGyeom, Im, Sun
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023
58
A Physics-informed and data-driven deep learning approach for wave propagation and its scattering characteristics
Lee, SY[Lee, Soo Young], Park, CS[Park, Choon-Su], Park, K[Park, Keonhyeok], Lee, HJ[Lee, Hyung Jin], Lee, S[Lee, Seungchul]
ENGINEERING WITH COMPUTERS, 2023
59
A unified microstructure segmentation approach via human-in-the-loop machine learning
Lee, Seungchul, Na, Juwon, Kim, Se-Jong, Kim, Heekyu, Kang, Seong-Hoon
ACTA MATERIALIA, 2023
60
Data-driven stress and strain curves of the unidirectional composites by deep neural networks with principal component analysis and selective-data augmentation
Lee, Seungchul, Kim, Do -Won, Go, Myeong-Seok, Lim, Jae Hyuk