PI

PI

Hyunmin Park

Assistant Professor, School of Mobility Engineering, University of Ulsan

Main image

Add or replace a profile image here.

Caption

Edit this caption after adding a profile image.

Profile

Hyunmin Park is an assistant professor at the University of Ulsan. Their research focuses on advanced manufacturing processes, high-energy electron beam machining, laser-based and cold spray additive manufacturing, digital twins, and AI-based predictive modeling for manufacturing systems.

Education

  • Ph.D., Mechanical Engineering, UNIST, Republic of Korea
    • Thesis: Experimental analysis and hybrid predictive modeling of microhole drilled with high-energy electron beam on industrial materials
  • M.S., Mechanical Engineering, UNIST, Republic of Korea
    • Thesis: Predictive modeling of the micro-hole profile drilled by a high-power electron beam
  • B.S., Mechanical Engineering, UNIST, Republic of Korea

Research interests

  • Electron beam drilling on industrial materials
  • Additive manufacturing with laser-based Direct Energy Deposition
  • Femtosecond laser drilling on glass substrates
  • Rapid and accurate numerical prediction
  • Machine learning and generative adversarial networks with limited data
  • Cold spray manufacturing based on metallic powders
  • Physical AI with digital transformation

Selected publications

  • Park, H. M., Kang, J. G., Kim, J. S., Kang, E. G., Choi, S. K., & Park, H. (2025). Generative adversarial network-based prediction of microhole profile drilled with high-energy electron beam on silicon wafer. Engineering Applications of Artificial Intelligence.
  • Park, H. M., Kang, Y. S., Choi, S. K., & Park, H. W. (2024). Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data. Journal of Intelligent Manufacturing.
  • Park, H. M., Kang, J. G., Kim, J. S., Kang, E. G., Choi, S. K., Kim, J., & Park, H. W. (2022). Predictive modeling of microhole profile drilled using a focused electron beam with backing materials. International Journal of Thermal Sciences.

Description

Edit this page freely to update the profile, research interests, awards, projects, or publication list.