Donghyun Ko
Ph.D. Student
Industrial & Systems Engineering
North Carolina State University
Contact
- Phone: 919-454-2479
- Email: dko3@ncsu.edu
- Office: 4331 Fitts-Woolard Hall
About me
Hi, I am a Ph.D. student in Industrial & Systems Engineering at NC State University, working on risk-aware generative AI for industrial predictive analytics. My research focuses on combining diffusion-based Generative models, ML/DL, and optimization to improve additive manufacturing process optimization, RUL/TTF prediction, and decision-making under uncertainty of defense systems.
Interests
- Generative AI
- Machine / Deep Learning
- Mathematical Optimization
- Industrial system Prognostics
- Anomaly etection & Monitoring
- Additive Manufactuing
Education
- Ph.D., Industrial & Systems Engineering — NC State (in progress)
- M.S., Industrial Engineering — Texas A&M University
- B.A., Economics — Korea Military Academy
Explore
This site is my personal archive, organized around methodology-focused study notes, paper reviews, research outcomes, and personal investing insights. It brings together how I learn, analyze, experiment, and reflect. Sections below provide more detailed guidance on each area.
Study Note
Notes on methodologies I’ve studied across ML/DL, generative AI, optimization, and statistics.
Research
A collection of my published papers and conference talks highlighting my research contributions in the socieity.
Paper Review
Summaries and reflections on research papers in my field, focusing on core ideas, methods, and insights.
Others
This is an extra archive to stack other funny things!