이수영 프로필 사진

이수영

Sooyoung, Lee

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 37건 중 1번부터 10번까지의 결과를 표시합니다.

2026
Article

Language model-driven anomaly detection and interpretation in chaotic signals via temporal-dynamics-aware embedding

  • 2026-07
  • Chaos, Solitons and Fractals
  • PERGAMON-ELSEVIER SCIENCE LTD
Article

A geometry-adaptive physics-informed operator framework generalized for arbitrary geometries

  • Lee, Jongmok
  • Won, Chaeyun
  • Lee, Anna
  • Park, Bumsoo
  • Lee, Sooyoung
  • 외 1명
  • 2026-06
  • Engineering Applications of Artificial Intelligence
  • Elsevier Ltd
Article

Physics-informed machine learning across manufacturing processes: Recent advances, challenges, and directions

  • Ra, Donghyun
  • Lee, Jaeryun
  • Lee, Minwoo
  • Kwak, Seongmin
  • Lee, Seungchul
  • ... Lee, Sooyoung
  • 2026-04
  • Journal of Manufacturing Systems
  • ELSEVIER SCI LTD
Article

Dual-Encoder Generative Anomaly Detection for Casting Surface Defect Detection

  • 2026-03
  • International Journal of Precision Engineering and Manufacturing-Green Technology
  • KOREAN SOC PRECISION ENG
2025
Article

DiffectNet: diffusion-enabled conditional target generation of internal defects in ultrasonic non-destructive testing

  • Lee, Dongwon
  • Lee, Hyung Jin
  • Park, Choon-Su
  • Lee, Sooyoung
  • 2025-11
  • Mechanical Systems and Signal Processing
  • Academic Press
Article

Deep learning-enabled accurate and interpretable stress–strain characterization from ultrasonic measurements

  • 2025-10
  • International Journal of Mechanical Sciences
  • Elsevier Ltd
Article

Deep learning framework for image enhancement of phased array ultrasonic imaging

  • Park, Keonhyeok
  • Park, Jun Hyeong
  • Park, Bumsoo
  • Lee, Hyung Jin
  • Lee, Sooyoung
  • 외 4명
  • 2025-09
  • Results in Engineering
  • Elsevier B.V.
Article

Deep learning-accelerated multiple design generation for sound-absorbing metaporous materials

  • Lee, Sooyoung
  • Lee, Jihun
  • Lee, Joong Seok
  • Lee, Seungchul
  • 2025-09
  • Engineering Applications of Artificial Intelligence
  • Elsevier Ltd
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

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
1