Dr. Hyunwoong Ko is actively recruiting motivated Ph.D. students. Qualified candidates will be financially supported with full research assistantship. Research will focus on state-of-the-art Data Analytics, Machine Learning, and Artificial Intelligence (AI) for advanced manufacturing and robotics, or other emerging engineering applications. Specific topics may cover one or more of the subtopics:
- Causal analytics based on explainable machine learning and hybrid (physics-informed and data-driven) modeling
- Digitization of physical, real entities and properties using data fusion, integration, and registration
- Data-driven process characterization and uncertainty quantification
- Data-driven decision-support for design, in-situ monitoring and control, or ex-situ evaluation
- AI models for real-time, cyber-physical, manufacturing systems
Preferred Qualifications:
- B.S. or M.S. degree in engineering, statistics, or computer science;
- International students need to meet the English proficiency requirement.
If you are interested in, please feel free to send an email with a resume/CV and transcripts to [email protected]. It will catch Dr. Ko’s eye if an email additionally includes papers, documents, or links showing representative work of a candidate.