18 citations · 59 across the 9 of their papers we have counts for
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 18 cited
Convolutional versus Dense Neural Networks: Comparing the Two Neural Networks Performance in Predicting Building Operational Energy Use Based on the Building Shape
Farnaz Nazari, Wei Yan
A building self-shading shape impacts substantially on the amount of direct sunlight received by the building and contributes significantly to building operational energy use, in a…
cs.LG2021★ 6 cited
BIM Hyperreality: Data Synthesis Using BIM and Hyperrealistic Rendering for Deep Learning
Mohammad Alawadhi, Wei Yan
Deep learning is expected to offer new opportunities and a new paradigm for the field of architecture. One such opportunity is teaching neural networks to visually understand archi…