발행물

전체 논문

149

61

Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals
Tama, BA[Tama, Bayu Adhi], Vania, M[Vania, Malinda], Lee, S[Lee, Seungchul], Lim, S[Lim, Sunghoon]
ARTIFICIAL INTELLIGENCE REVIEW, 2023

62

Wafer map failure pattern classification using geometric transformation-invariant convolutional neural network
Lee, Seungchul, Jeong, Iljoo, Lee, Soo Young, Park, Keonhyeok, Kim, Iljeok, Huh, Hyunsuk
SCIENTIFIC REPORTS, 2023

63

Surrogate modeling of the fan plot of a rotor system considering composite blades using convolutional neural networks with image composition
Lee, Seungchul, Noh, Hong-Kyun, Lim, Jae Hyuk, Kim, Taejoo, Kim, Deog-Kwan
JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, 2023

64

Modeling and prediction of lithium-ion battery thermal runway via multiphysics-informed neural network
Lee, Seungchul, Kim, Sung Wook, Kwak, Eunji, Kim, Jun-Hyeong, Oh, Ki-Yong
JOURNAL OF ENERGY STORAGE, 2023

65

Influence of tensile properties on hole expansion ratio investigated using a generative adversarial imputation network with explainable artificial intelligence
Lee, JA[Lee, Jeong Ah], Park, J[Park, Jaejung], Choi, YT[Choi, Yeon Taek], Kim, RE[Kim, Rae Eon], Jung, JMY[Jung, Jaimyun], Lee, SC[Lee, Seungchul], Seo, MH[Seo, Min Hong], Kim, HS[Kim, Hyoung Seop]
JOURNAL OF MATERIALS SCIENCE, 2023

66

Spider-inspired tunable mechanosensor for biomedical applications
Lee, Seungchul, Kim, Taewi, Hong, Insic, Roh, Yeonwook, Kim, Dongjin, Kim, Sungwook, Im, Sunghoon, Kim, Changhwan, Jang, Kiwon, Kim, Seongyeon, Kim, Minho, Park, Jieun, Gong, Dohyeon, Ahn, Kihyeon, Lee, Jingoo, Lee, Gunhee, Lee, Hak-Seung, Kang, Jeehoon, Hong, Ji Man, Seo, Sungchul, Koo, Bon-Kwon, Koh, Je-sung, Han, Seungyong, Kang, Daeshik
NPJ FLEXIBLE ELECTRONICS, 2023

67

Deep learning-based prediction and interpretability of physical phenomena for metaporous materials
Lee, SY[Lee, Soo Young], Lee, JH[Lee, Jihun], Lee, JS[Lee, Joong Seok], Lee, SC[Lee, Seungchul]
MATERIALS TODAY PHYSICS, 2023

68

Deep Learning Enhances Multiparametric Dynamic Volumetric Photoacoustic Computed Tomography In Vivo (DL-PACT)
Choi, S[Choi, Seongwook], Yang, J[Yang, Jinge], Lee, SY[Lee, Soo Young], Kim, J[Kim, Jiwoong], Lee, J[Lee, Jihye], Kim, WJ[Kim, Won Jong], Lee, S[Lee, Seungchul], Kim, C[Kim, Chulhong]
ADVANCED SCIENCE, 2023

69

Predicting multipotency of human adult stem cells derived from various donors through deep learning
Kim, H[Kim, Hyeonji], Park, K[Park, Keonhyeok], Yon, JM[Yon, Jung-Min], Kim, SW[Kim, Sung Won], Lee, SY[Lee, Soo Young], Jeong, I[Jeong, Iljoo], Jang, J[Jang, Jinah], Lee, S[Lee, Seungchul], Cho, DW[Cho, Dong-Woo]
SCIENTIFIC REPORTS, 2022

70

A Systematic Mapping Study and Empirical Comparison of Data-Driven Intrusion Detection Techniques in Industrial Control Networks
Tama, BA[Tama, Bayu Adhi], Lee, SY[Lee, Soo Young], Lee, S[Lee, Seungchul]
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2022