Singapore
National University of Singapore (NUS) - Sustainable & Green Finance Institute (SGFIN)
Building Characteristicss Extraction, multi-source data fusion, Vision Language Models, Built Environment Analysis
High-density cities, Window views, Computer vision, Real estate value, Hedonic price model, SHapley Additive exPlanations
cycling route choice, traffic safety perception, street view imagery, computer vision, discrete choice modeling
rooftop solar photovoltaics, solar panel detection, transfer learning, Deep learning, GeoAI-based analysis, urban energy planning
Rooftop solar photovoltaics, solar panel detection, Deep Learning, GeoAI-based analysis, urban energy planning, Urban Sustainability
