이수영 프로필 사진

이수영

Lee, Sooyoung

공과대학

기계공학부

Scopus ORCID

연구분야

  • AI for Smart Manufacturing, 
  • Advanced System Intelligence, 
  • Generative AI for Engineering, 
  • Physics-guided AI

자료 필터

자료유형

발행연도

2013 ~ 2026
2013 2026

키워드

언어

전체 39건 중 11번부터 20번까지의 결과를 표시합니다.

2025
Article

A Deep Generative Approach for Neural Augmentation of Heat Sink Surface Defects

  • 2025-07
  • International Journal of Precision Engineering and Manufacturing-Smart Technology
  • Korean Society for Precision Engineering
Article

AI-driven digital twin for autonomous web tension control in Roll-to-Roll manufacturing system

  • Gafurov, Anton Nailevich ; 
  • Lee, Sooyoung ; 
  • Ali, Uzair ; 
  • Irfan, Muhammad ; 
  • Kim, Inyoung ; 
  • 외 1명
  • 2025-07
  • Scientific Reports
  • NATURE PORTFOLIO
Article

Intelligent metallic loose part monitoring in three-dimensional structures using convolutional neural networks and the position-invariant loss function

  • Choi, Jungsik ; 
  • Oh, Jeongmin ; 
  • Ko, Taeyoung ; 
  • Chung, Byunyoung ; 
  • Choi, Young-Chul ; 
  • ... Lee, Sooyoung ; 
  • 외 1명
  • 2025-07
  • Nuclear Engineering and Technology
  • Korean Nuclear Society
2023
Article

A Physics-informed and data-driven deep learning approach for wave propagation and its scattering characteristics

  • Lee, Soo Young ; 
  • Park, Choon-Su ; 
  • Park, Keonhyeok ; 
  • Lee, Hyung Jin ; 
  • Lee, Seungchul
  • 2023-08
  • Engineering with Computers
  • SPRINGER
Article

Wafer map failure pattern classification using geometric transformation-invariant convolutional neural network

  • Jeong, Iljoo ; 
  • Lee, Soo Young ; 
  • Park, Keonhyeok ; 
  • Kim, Iljeok ; 
  • Huh, Hyunsuk ; 
  • 외 1명
  • 2023-05
  • Scientific Reports
  • NATURE PORTFOLIO
Article

3D Photoacoustic Computed Tomography Enhanced by 3D Progressive U-shaped Enhancement Network (3D-pU-net)

  • Choi, Seongwook ; 
  • Yang, Jinge ; 
  • Lee, Soo Young ; 
  • Kim, Jiwoong ; 
  • Lee, Seungchul ; 
  • 외 1명
  • 2023-03
  • Progress in Biomedical Optics and Imaging - Proceedings of SPIE
  • SPIE
Article

Deep learning-based prediction and interpretability of physical phenomena for metaporous materials

  • 2023-01
  • MATERIALS TODAY PHYSICS
  • ELSEVIER
Article

Deep learning predicts the differentiation of kidney organoids derived from human induced pluripotent stem cells

  • Park, Keonhyeok ; 
  • Lee, Jong Young ; 
  • Lee, Soo Young ; 
  • Jeong, Iljoo ; 
  • Park, Seo-Yeon ; 
  • 외 5명
  • 2023-01
  • Kidney Research and Clinical Practice
  • KOREAN SOC NEPHROLOGY
Article

Deep Learning Enhances Multiparametric Dynamic Volumetric Photoacoustic Computed Tomography In Vivo (DL-PACT)

  • Choi, Seongwook ; 
  • Yang, Jinge ; 
  • Lee, Soo Young ; 
  • Kim, Jiwoong ; 
  • Lee, Jihye ; 
  • 외 3명
  • 2023-01
  • Advanced Science
  • WILEY
Article

Improvement of spatiotemporal resolution based on deep learning in 3D photoacoustic tomography

  • Choi, Seongwook ; 
  • Yang, Jinge ; 
  • Lee, Soo Young ; 
  • Kim, Jiwoong ; 
  • Park, Byullee ; 
  • 외 2명
  • 2023
  • Proceedings of SPIE - The International Society for Optical Engineering
  • SPIE