18 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.NE2025
A Case Study on Evaluating Genetic Algorithms for Early Building Design Optimization: Comparison with Random and Grid Searches
Farnaz Nazari, Wei Yan
In early-stage architectural design, optimization algorithms are essential for efficiently exploring large and complex design spaces under tight computational constraints. While pr…
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…