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Seung‐Chul Lee
Korea Advanced Institute of Science and Technology
52
H-index
572
Paper Count
9.5K
Citation Count
0
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Published Papers
148
Publication Date
Publication Date
Impact Factor
Citations
Deep Learning-Based Prediction of Epithelial Cytokine Responses for the Selection of Functionally Consistent Airway Organoids
Biomimetics
IF
3.9
2026-08-20
0
OA
AI
Hyeokjin Kweon; Mi Hyun Lim; David W. Jang; Keonhyeok Park; Seungchul Lee; Do Hyun Kim
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Machine learning guided formulation design of digital light processing printable elastomers beyond viscosity stretchability tradeoff
Nature Communications
IF
15.7
2026-06-04
0
OA
AI
Younghan Song; Bumsoo Park; Seungbae Jeon; Hyeokjin Kweon; Seungchul Lee; Jongbeom Na
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A geometry-adaptive physics-informed operator framework generalized for arbitrary geometries
Engineering Applications of Artificial Intelligence
IF
8
2026-03-16
0
PRE
AI
Jongmok Lee; Chaeyun Won; Anna Lee; Bumsoo Park; Sooyoung Lee; Seungchul Lee
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High-Resolution neural attenuation field for industrial computed tomography
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2026-01-21
0
OA
AI
Shin, Woosang; Kim, Iljeok; Lee, Jonghyeon; Lee, Seungchul; Yun, Jongpil
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STAR-APTV: Deep learning-enabled 3D flow reconstruction in evaporating multicomponent droplets
Measurement
IF
5.6
2026-01-14
0
PRE
AI
Bumsoo Park; Julius Mauch; Hyeokjin Kweon; Jochen Kriegseis; Seungchul Lee; Hyoungsoo Kim
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Physics-informed machine learning across manufacturing processes: Recent advances, challenges, and directions
Journal of Manufacturing Systems
IF
14.2
2026-01-12
0
PRE
AI
Donghyun Ra; Jaeryun Lee; Minwoo Lee; Seongmin Kwak; Seungchul Lee; Sooyoung Lee
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Novel Evaluation Method for Wear Volume Based on Wear Scars Using Segmentation and Principal Component Analysis
Tribology Transactions
IF
2.2
2025-12-01
0
PRE
AI
Hong, Sung-Ho; Lee, Sebin; Lee, Seungchul
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Automated High-Fidelity 3D Reconstruction of Middle-Ear Ossicles from Low-Resolution Clinical CT using a Deep Learning Pipeline
Hearing Research
IF
2.5
2025-11-26
0
PRE
AI
Jongyeon Yoon; Jeongsan Kim; Jongwoo Lim; Ivo Dobrev; Christof Röösli; Seungchul Lee; Il Joon Moon; Namkeun Kim
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MicGraphNet: Microphone graph network for cross-correlation-based time delay estimation for accurate sound source localization
Measurement
IF
5.6
2025-10-31
0
PRE
AI
Iljoo Jeong; Hyunsuk Huh; Bumsoo Park; Anna Lee; In-Jee Jung; Seungchul Lee
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A systematic review on the associations between low back pain and frailty in community-dwelling older adults
CHIROPRACTIC & MANUAL THERAPIES
IF
2.3
2025-09-29
0
OA
AI
Bayartai, Munkh-Erdene; Lam, Sum Yi; Chan, Kei Yan; Lau, Wai Ying; Lee, Suet Ying; Yip, Chun Yin; Chang, Jeremy R.; Wong, Edmond C. M.; Ferreira, Manuela L.; Wong, Arnold Y. L.
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Deep learning framework for image enhancement of phased array ultrasonic imaging
Results in Engineering
IF
7.9
2025-08-25
0
OA
AI
Keonhyeok Park; Jun Hyeong Park; Bumsoo Park; Hyung Jin Lee; Sooyoung Lee; Iljoo Jeong; Anna Lee; Choon-Su Park; Seungchul Lee
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Multi-fidelity learning-based latent diffusion model for three-dimensional inverse microstructure design of dual phase steels
Materials & Design
IF
7.9
2025-08-21
0
OA
AI
Jaimyun Jung; Sehyeok Oh; Hoheok Kim; Juwon Na; Seong Jun Bae; Chihun Lee; Se-Jong Kim; Ho Won Lee
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Model-informed deep-learning photoacoustic reconstruction for low-element linear array
Photoacoustics
IF
6.8
2025-05-16
0
OA
AI
Souradip Paul; S. Alex Lee; Shensheng Zhao; Yun-Sheng Chen
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Extended multiphysics-informed neural network for conjugate heat transfer problems
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF
5.8
2025-05-02
0
PRE
AI
Lee, Jongmok; Shin, Seungmin; Choi, Ho; Lee, Anna; Park, Bumsoo; Lee, Seungchul
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Active Learning Framework for Expediting the Search of Thermodynamically Stable MXenes in the Extensive Chemical Space
ACS NANO
IF
16
2024-10-14
0
PRE
AI
Park, Jaejung; Lee, Jongmok; Lee, Jaejun; Min, Kyoungmin; Park, Haesun; Lee, Seungchul
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Uncovering the Relationship between Metal Elements and Mechanical Stability for Metal-Organic Frameworks
ACS APPLIED MATERIALS & INTERFACES
IF
8.2
2024-09-23
0
PRE
AI
Lee, Inhyo; Lee, Jaejun; Kim, Minseon; Park, Jaejung; Kim, Heekyu; Lee, Seungchul; Min, Kyoungmin
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The combined effect of vacuum-skin packaging and oxygen absorbers on the color stability and physicochemical properties of wet-aged Chikso beef
FOOD PACKAGING AND SHELF LIFE
IF
10.6
2024-06-01
2
PRE
AI
Lee, Dongheon; Kim, Hye-Jin; Lee, Seungchul; Choi, Minwoo; Kumar, Sethukali Anand; Jo, Cheorun
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Single domain generalizable and physically interpretable bearing fault diagnosis for unseen working conditions
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-05-01
14
PRE
AI
Kim, Iljeok; Kim, Sung Wook; Kim, Jeongsan; Huh, Hyunsuk; Jeong, Iljoo; Choi, Taegyu; Kim, Jeongchan; Lee, Seungchul
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Deep learning integrated Bayesian health indicator for cross-machine health monitoring
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF
5.7
2024-02-12
0
PRE
AI
Kim, Taewan; Lee, Seungchul
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Deep Feature Selection Framework for Quality Prediction in Injection Molding Process
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2024-01-01
4
PRE
AI
Kim, Iljeok; Na, Juwon; Yun, Jong Pil; Lee, Seungchul
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Research Directions
No research directions
Co-authors
Cooperation Journals
J
J. Jia
H-index: 162 · Papers: 2.5K
B
B. Hong
H-index: 153 · Papers: 2.5K
J
J. S. H. Lee
H-index: 152 · Papers: 2.6K
B
B. Lenzi
H-index: 147 · Papers: 1.7K
S
S. Choi
H-index: 147 · Papers: 2.7K
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