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Industrial AI Laboratory

Members

Professor

Sooyoung Lee, 이수영

Assistant Professor

School of Mechanical Engineering

Chung-Ang University

E-MAIL  lees@cau.ac.kr

TEL  +82 02-820-5322

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

Education

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

  • Dissertation: Towards Deep Learning-enabled Engineering for Expedited Understanding and Mitigation of Physical Phenomena
  • Advisor: Prof. Seungchul Lee

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

Professional Experience

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


2023~2024 Senior Researcher, Institute of Future Technology (미래기술연구원), SK hynix Headquarters, South Korea

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

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

  • Development of AI-defined intelligent metrology and monitoring systems

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

  • International joint research for sustainable smart manufacturing using industrial IoT and AI

Honors & Awards

2022 Innovative POSTECHNIAN Fellowship, Pohang University of Science and Technology (POSTECH)

2022 BK21+ Best Paper Award, Pohang University of Science and Technology (POSTECH)

2021 Grand Prize for the Best Research Achievement of the Global High-Potential Individuals (글로벌 핵심인재 우수성과 대상), Institute of Information and Communications Technology Planning & Evaluation (IITP)

2021 Award for National Top 10 Mechanical Technologies (대한민국 올해의 10대 기계기술 선정), Korea Federation of Mechanical Engineering Societies

Academic Services

  • Reviewer, Applied Artificial Intelligence
  • Reviewer, Engineering Applications of Artificial Intelligence
  • Reviewer, IEEE Transactions on Industrial Informatics
  • Reviewer, IEEE Transactions on Industrial Electronics
  • Reviewer, IEEE Transactions on Robotics
  • Reviewer, IEEE Transactions on Instrumentation and Measurement
  • Reviewer, Mechanical Systems and Signal Processing
  • Reviewer, Expert Systems with Applications
  • Reviewer, International Journal of Precision Engineering and Manufacturing
  • Reviewer, International Journal of Precision Engineering and Manufacturing-Green Technology
  • Reviewer, Journal of Mechanical Science and Technology
  • Reviewer, Scientific Reports
  • Reviewer, Advances in Materials and Processing Technologies
  • Reviewer, Computational Materials Science
  • Reviewer, Intermetallics

Invited Talks

  • "Physics-guided AI Strategies for Vehicle Electrification", Hyundai Motor Group, 09/26/24
  • "Physics-guided AI and Applications", Hankook Tire R&D Headquarters, 08/08/24
  • "산업 인공지능 기술: 연구 사례로 본 현황과 전망", JW홀딩스, 07/30/24
  • "Physics-guided AI for Automotive Applications", Hyundai Motor Group, 07/29/24
  • "Physics-guided AI and its Applications", Korea Research Institute of Ships & Ocean Engineering (KRISO), 06/28/24
  • "Towards Physics-guided AI for Smart Design and Manufacturing", Department of Mechanical Engineering, Seoul National University, 06/12/24
  • "AI Innovations in Noise and Vibration Engineering", The Korean Society for Noise and Vibration Engineering (KSNVE), 05/23/24
  • "Engineering Meets AI: Physics-guided AI for Smart Design and Manufacturing", CAE and Applied Mechanics Division, The Korean Society of Mechanical Engineers, 05/02/24
  • "Exploring the Advances in AI-enabled Digital Twin Technologies", Korea Institute of Machinery & Materials (KIMM), 04/22/24
  • "My Academic Journey from Graduate Student to Professor", Department of Mechanical Engineering, KAIST, 01/19/24
  • "Physics-guided Machine Learning Approaches for Accelerated Design and Enhanced Informatics", Gwangju Institute of Science and Technology (GIST), 10/13/23
  • "Strategies for Deep Learning-driven Studies in Engineering Fields", Korea Research Institute of Chemical Technology (KRICT), 02/23/2023
  • "AI-based Sound Source Localization", LG AI Research, 12/30/2021
  • "AI-aided Acoustic, Ultrasound, and Vibration", Smart Diagnosis and Design Optimization Lab, Gwangju Institute of Science and Technology (GIST), 11/05/2021
  • "AI-enabled Sound Visualization", Brain Science Institute, Korea Institute of Science and Technology (KIST), 09/13/2021