Physical AI & Scientific Diagnostics
Acousto-Photonic Multiphysics AI Model Research · KRISS · PI · 2026
Bidirectional Control Digital Twin Technology (Human-AI Collaborative LAM (Large Action Model) Development and Global Demonstration Project) · MSIT · Co-PI · 2026–2030
Physics-Grounded AI for SMR Condition Diagnosis & Root-Cause Analysis (NRL 2.0) · MSIT · 2026–2035
Manufacturing AI & Digital Transformation
Manufacturing DX Support Center for Machinery & Defense Industries · MOTIE · 2024–2027
Large-Scale Manufacturing AI Service Development & Demonstration · MOTIE · 2024–2026
PINN Model-Based Autonomous Manufacturing: Convergence Data Construction & Field Validation, MSIT, 2025
Tacit-Knowledge Manufacturing AI
Tacit-Knowledge AI for Welding Automation · MOTIE · 2026–2027
Tacit-Knowledge AI for Injection Molding Process Automation · MOTIE · 2026–2027
Industrial Diagnostics & PHM
Condition Diagnosis Platform for Remanufacturing Used EV Motors · MOTIE · 2024–2028
Diagnostic Algorithm Development for Aircraft Manufacturing Logistics Automation · Industry-funded · PI · 2026
Acoustic signal prediction and separation for portable monitoring · KRISS · 2023–2025
Noise- and reverberation-robust sound source localization · KRISS · 2021–2022
Wafer defect pattern early prediction · SK Hynix · 2020–2021
Fracture image virtual reduction and customized fixation plate · Seoul St. Mary’s Hospital · 2020–2021
IoT-based remote diagnosis support toolkit · KEPRI · 2019–2021