발행물

전체 논문

104

11

Active Learning Platform for Accelerating the Search for High-Voltage Cathode Materials in an Extensive Chemical Space
Heekyu Kim, Jaejung Park, Minseon Kim, Jajun Lee, Inhyo Lee, Kyoungmin Min, Seungchul Lee
Journal of Physical Chemistry C, 2023

12

Deep Learning-Based Conversion of Phased Array Ultrasonic Imaging using U-Net
Keonhyeok Park, Choon-Su Park, Jun Hyeong Park, Hyung Jin Lee, Seungchul Lee
Journal of the Korean Society for Nondestructive Testing, 2023

13

Deep Learning in Negative Small Bowel Capsule Endoscopy Improves Small Bowel Lesion Detection and Diagnostic Yield
Kyung Seok Choi, DoGyeom Park, Jin Su Kim, Dae Young Cheung, Bo-In Lee, Young-Seok Cho, Jin Il Kim, Seungchul Lee, Han Hee Lee
Digestive Endoscopy, 2023

14

Non-invasive Way to Diagnose Dysphagia by Training Deep Learning Model with Spectrograms
Heekyu Kim, Hae-Yeon Park, DoGyeom Park, Sun Im, Seungchul Lee
Biomedical Signal Processing and Control, 2023

15

Deep Learning Model for Predicting Airway Organoid Differentiation
Mi Hyun Lim, Seungmin Shin, Keonhyeok Park, Jaejung Park, Sung Won Kim, Mohammed Abdullah Basurrah, Seungchul Lee, Do Hyun Kim
Tissue Engineering and Regenerative Medicine, 2023

16

A Unified Microstructure Segmentation Approach via Human-In-The-Loop Machine Learning
Juwon Na, Se-Jong Kim, Heekyu Kim, Seong-Hoon Kang, Seungchul Lee
Acta Materialia, 2023

17

Physics-informed Neural Network-based Surrogate Model for a Virtual Thermal Sensor with Real-time Simulation
Myeong-Seok Go, Jae Hyuk Lim, Seungchul Lee
International Journal of Heat and Mass Transfer, 2023

18

Surrogate Modeling of the Fan Plot of a Rotor System considering Composite Blades using Convolutional Neural Networks with Image Composition
Hong-Kyun Noh, In-Ho Choi, Jae Hyuk Lim, Seungchul Lee, Taejoo Kim, Deog-Kwan Kim
Journal of Computational Design and Engineering, 2023

19

Wafer Map Failure Pattern Classification using Geometric Transformation-Invariant Convolutional Neural Network
Iljoo Jeong, Soo Young Lee, Keonhyeok Park, Iljeok Kim, Hyunsuk Huh, Seungchul Lee
Scientific Reports, 2023

20

Failure Pattern Classification using Geometric Transformation-Invariant Convolutional Neural Network
Iljeok Kim, Juwon Na, Jong Pil Yun, Seungchul Lee
Scientific Reports, 2023