Shadow-aware rooftop PV model
Spatiotemporal deep learning that predicts shading and rooftop PV potential about 158 times faster than simulation.
Projects
Models, datasets, code and other research outputs from the lab.
Models, datasets, code and other research outputs from the lab.
Spatiotemporal deep learning that predicts shading and rooftop PV potential about 158 times faster than simulation.
Building-level facade and rooftop PV potential for 120 cities, from 3D footprints and meteorology.
Street-view facade element parsing (window, wall) coupled to 3D shading for facade PV.