Industrial AI Laboratory

People

Principal Investigator

Sooyoung Lee, 이수영 [CV]

Assistant Professor

School of Mechanical Engineering

School of Computer Science and Engineering

Chung-Ang University

E-MAIL  lees@cau.ac.kr

TEL  +82 02-820-5322

ADDRESS  539, Bldg 310, 84 Heukseok-ro, Dongjak-gu, Seoul, KR


Professional Experience


2024~present Assistant Professor, School of Mechanical Engineering, Chung-Ang University, South Korea


2025~present Adjunct Professor, School of Computer Science and Engineering, Chung-Ang University, South Korea


2023~2024 Senior Researcher, Future Technology Research, SK hynix Headquarters, South Korea

  • Selected as R&D S-class Talented Researcher
  • Development of large-scale AI for future manufacturing technologies

2021~2022 Visiting Research Scientist, Korea Research Institute of Standards and Science (KRISS), South Korea

  • Development of AI-defined intelligent metrology and monitoring systems

2020 Honorary Associate/Fellow, Department of Mechanical Engineering, University of Wisconsin-Madison, United States

  • Sustainable smart manufacturing using industrial AI

Education


2023 Ph.D., Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH)

  • Specialization: Industrial Artificial Intelligence (AI)
  • Dissertation: Towards Deep Learning-enabled Engineering for Expedited Understanding and Mitigation of Physical Phenomena (Advisor: Prof. Seungchul Lee)

2019 B.S.E., School of Mechanical Engineering, Chung-Ang University (Graduated with honor)


Academic Committee


From 2024 대한기계학회 기계인공지능연구회, 이사

From 2025 대한기계학회 생산및설계공학부문, 산학협력이사

From 2025 대한기계학회 CAE및응용역학부문, 산학협력이사

From 2025 한국생산제조학회 AI제조부문, 부위원장

From 2026 한국트라이볼로지학회, 학술이사

From 2026 대한기계학회 AI융합교육소위원회 위원

From 2025 현대자동차, AI분야 자문교수

From 2025 SK하이닉스 미래기술연구원, AI분야 자문교수


Honors & Awards


2025 Future Manufacturing Technology Innovator Award (Future 생산제조기술인상)

2022 Grand Prize for the Global High-Potential Individuals (글로벌 핵심인재 우수성과 대상)

2022 Prestigious POSTECHNIAN Fellowship

2021 Award for National Top 10 Mechanical Technologies (대한민국 올해의 10대 기계기술 수상)


Teaching Tutorials


  • "인공지능 여름학교", 대한기계학회 기계인공지능 연구회, July 2026
  • "인공지능 겨울학교", 대한기계학회 기계인공지능 연구회, Jan. 2026
  • "고급 생산제조AI 강습회: 이론 및 실전형 통합과정", 한국생산제조학회, Nov. 2025
  • "생성형 인공지능", 한국원자력학회, Oct. 2025
  • "생산제조를 위한 생성형 AI 및 언어모델 이해와 활용", 한국생산제조학회, July 2025
  • "인공지능 튜토리얼 플러스: 이론 및 실전형 통합과정", 중앙대학교, July 2025
  • "생성형 인공지능: 기초부터 활용까지", 대한기계학회 CAE및응용역학부문, Apr. 2025
  • "인공지능 레벨업: 기초부터 구현까지", 중앙대학교, Feb. 2025
  • "고급인공지능 강습회", 대한기계학회 CAE및응용역학부문, Jan. 2025
  • "생산제조 인공지능 강습회", 한국생산제조학회, Dec. 2024
  • "기계인공지능 신진연구자 심포지엄", 대한기계학회 기계인공지능 연구회, Aug. 2024
  • "소성가공 분야 예시를 통한 능동학습과 물리지식기반 인공지능", 한국소성가공학회, July 2024
  • "생산제조 인공지능 강습회", 한국생산제조학회, July 2024
  • "고급인공지능 강습회", 대한기계학회, July 2024
  • "머신러닝 & 딥러닝 고급 강좌", 삼성중공업, May 2023 ~ June 2023
  • "딥러닝과 산업적 응용: 이론 및 핸즈온 튜토리얼", 삼성중공업, Apr. 2021 ~ May 2021
  • "머신러닝 챔피언 튜토리얼", SK하이닉스, Apr. 2019

Courses


  • Graduate
    • Advanced AI for Mechanical Engineering (고급기계인공지능특론)
  • Undergraduate
    • ME58101 AI for Mechanical Engineering (기계인공지능)
    • ME40346 Design of Experiments and Optimization (실험계획법및최적설계)
    • ME42408 Introduction to Engineering Design (공학설계입문)
    • ME47892 Numerical Analysis (수치해석)
    • ME50172 Capstone Design I (캡스톤디자인 1)
    • ME50173 Capstone Design II (캡스톤디자인 2)