PROJECTS
Projects
Public, private, and R&D green-infrastructure disaster-resilience analyses.
R&D · Hydrology
Seocho-gu urban hydrology — GE-Water + Neural ODE soil-moisture dynamics (47 km², 21 storm events)
2026
R&D · LID
Seocho/Gangnam dynamic-AMC LID simulation (2,497 conduits, 15 scenarios)
2026
R&D · Optimization
Seocho-gu permeable-pavement AI spatial optimization (XGBoost + NSGA-II + SHAP)
2026
R&D · Thermal
Seocho/Gangnam GATv2 CFD surrogate + Bayesian street-tree placement
2026
Govt R&D · Tree Safety
Korean street-tree wind-fatigue life assessment framework (MoE R&D 2022003570004)
2026
R&D · Tree Safety
Eccentric-decay street-tree Monte Carlo risk — prioritizing sonic-tomography
2026
Education · Rural AI
Rural micro-catchment LSTM rainfall–runoff 6-hour forecast demo (5 ha, leaders' lecture)
2026
Listed items are research-driven projects in progress / under review / demonstrated; commissioned-project records will be added separately.