Ongoing Projects

• Development of Fundamental Technology for Fluid Analysis Using Quantum-Inspired Physical AI and Neural Operators
  National Research Foundation of Korea (NRF) | Mar 2026 – Feb 2031 | PI

• Korea–Japan International Workshop on Convergence Research of Physical AI and Fluid Mechanics
  National Research Foundation of Korea (NRF) | Aug 2026 – Aug 2027 | PI

• Development of an Edge AI-Integrated Ventilation and Smoke Control System for Underground Parking Lots Using Airflow Analysis
  Ministry of SMEs and Startups (via NBCore Co., Ltd.) | Jul 2026 – Dec 2026 | PI

• Marine Space and Resource Utilization Research for Training Talent in Sustainable Marine Industries
  Korea Institute of Marine Science & Technology Promotion (KIMST) | Jan 2026 – Dec 2027 | Co-Investigator

• Convergence Graduate School for Digital-Based Sustainable Energy Process Innovation
  Korea Institute of Energy Technology Evaluation and Planning (KETEP) | Apr 2023 – Dec 2027 | Co-Investigator

• SW-Centered University Program
  Institute of Information & Communications Technology Planning & Evaluation (IITP) | Jan 2023 – Dec 2026 | Co-Investigator

Completed Projects

• Development of a Scale Analysis Model for Self-Limited ALD Process Reactors
  Samsung Electronics | Aug 2025 – Aug 2026 | PI

• Development of a Hybrid Solver for Improving Big Data-Based Reactor Core/Thermal-Hydraulic Numerical Analysis
  National Research Foundation of Korea (NRF) | Apr 2025 – Dec 2025 | PI

• Building an International Research Network on Digital Twins of Mechanical Systems
  National Research Foundation of Korea (NRF) | Nov 2024 – Oct 2025 | Co-Investigator

• Development of Data-Driven CFD Analysis Technology for Co-Optimization of Nano-Patterns and In-Equipment Process Variation
  Samsung Electronics | Jun 2024 – May 2025 | PI

• Innovation Center for Future Mobility Convergence Technology
  Korea Institute for Advancement of Technology (KIAT) | May 2022 – Dec 2024 | Co-Investigator

• Discovery of Drag-Inducing Rough Surface Characteristics through Neural Network Interpretation
  National Research Foundation of Korea (NRF) | Jun 2022 – Feb 2024 | PI

• Development of AI-Based Rapid Prediction Code for Urban Flooding in Smart Cities
  E8 Co., Ltd. | May 2023 – Jan 2024 | PI

• AI-Based Rapid Prediction of Wind Fields in Smart Cities
  E8 Co., Ltd. | Sep 2022 – Jan 2023 | PI