Kim, Sung Wook

Korea Institute of Industrial Technology (KITECH)

Ph.D. Degree in Mechanical Engineering (Industrial AI Lab. @ POSTECH)

Email: kswltd@kitech.re.kr

Personal Links:

Curriculum Vitae | Google Scholar | Research Gate | LinkedIn | Github

Research Interests:

ML/DL ∙ AI-Aided Engineering ∙ Prognostics and Health Management ∙ Smart Factory ∙

Digital Twin ∙ Battery Health Management

Received Ph.D. degree at the Pohang University of Science and Technology (POSTECH) under the supervision of Prof. Seungchul Lee. Currently, I am working at Korea Institute of Industrial Technology (KITECH) as a senior researcher. My goal is to revolutionize the manufacturing industry through digital transformation of the physical world.

Career & Education

Korea Institute of Industrial Technology (KITECH, 한국생산기술연구원 인간중심생산기술연구소) Ansan, South Korea

Senior Researcher (선임연구원) 2025.01 ~ present

Samsung Electronics (Innovation Center) Hwaseong, South Korea

Staff Engineer (CL3) 2022.09 ~ 2025.01

Pohang University of Science and Technology, POSTECH Pohang, South Korea

- Ph.D. in Mechanical Engineering (Advisor: Prof. Seungchul Lee) 2018.09 ~ 2022.08

Pohang University of Science and Technology, POSTECH Pohang, South Korea

- M.S. in Mechanical Engineering (Advisor: Prof. Geunbae Lim) 2016.03 ~ 2018.02

Hanyang University Seoul, South Korea

- B.S. in Mechanical Engineering 2010.03 ~ 2016.02

Research Experience

Visiting Scholar

- Applied Dynamics & Intelligent Prognosis Lab., Hanyang University, Seoul 2021.05 ~ 2022.04

Teaching Assistant (TA)

- POSCO Workshop 2021.04 ~ 2021.04

Visiting Scholar (Government Scholarship)

- Carnegie Mellon University (CMU), Pittsburgh U.S. 2020.01 ~ 2020.07

Teaching Assistant (TA)

- KT-MOOC Online Course 2018.09 ~ 2018.12

Teaching Assistant (TA)

- SK-hynix Workshop 2018.06 ~ 2018.07

Teaching Assistant (TA)

MECH527: Artificial Intelligence for M.E. 2018.03 ~ 2018.06

Industrial Project

Korea Institute of Materials Science (KIMS)

- Estimating the phase volume fraction of multi-phase steel via unsupervised deep learning 2019.07 ~ 2019.12

LS Mtron/VM Tech

- Development of AI systems for smart injection molding based on digital twin 2018.07 ~ 2018.12

Samsung Electro-mechanics

- Reliability-enhanced camera lens module classification using semi-supervised regression method 2018.03 ~ 2019.02

Inventage Lab Inc.

- Scale-up production of monodisperse emulsion based on droplet microfluidics 2016.03 ~ 2018.02