Zero Shot Learning for Predicting Energy Usage of Buildings in Sustainable Design. (arXiv:2202.05206v1 [cs.LG])

The 2030 Challenge is aimed at making all new buildings and major renovations
carbon neutral by 2030. One of the potential solutions to meet this challenge
is through innovative sustainable design strategies. For developing such
strategies it is important to understand how the various building factors
contribute to energy usage of a building, right at design time. The growth of
artificial intelligence (AI) in recent years provides an unprecedented
opportunity to advance sustainable design by learning complex relationships
between building …

arxiv buildings design energy learning