High-resolution weather-guided surrogate modeling for data-efficient cross-location building energy prediction

Piragash Manmatharasan, Girma Bitsuamlak, Katarina Grolinger

Building design optimization often depends on physics-based simulation tools such as EnergyPlus, which, although accurate, are computationally expensive and slow. Surrogate models…