Research

We apply AI and digital twin technologies to transform shipyard operations. Our work includes predictive maintenance, demand forecasting for maintenance vehicles, and smart manufacturing systems.

We develop NLP and graph-based deep learning methods for patent analysis — including patent landscaping, document clustering, citation recommendation, and text classification.

We research automated scoring systems, spelling correction, and learning analytics using NLP for educational assessment across Korean and multilingual contexts.