18 citations · 59 across the 9 of their papers we have counts for
4 papers · 1 filter
Learning Geometric Transformations for Parametric Design: An Augmented Reality (AR)-Powered Approach
Zohreh Shaghaghian, Heather Burte, Dezhen Song +1
Despite the remarkable development of parametric modeling methods for architectural design, a significant problem still exists, which is the lack of knowledge and skill regarding t…
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…
Towards Learning Geometric Transformations through Play: An AR-powered approach
Zohreh Shaghaghian, Wei Yan, Dezhen Song
Despite the excessive developments of architectural parametric platforms, parametric design is often interpreted as an architectural style rather than a computational method. Also,…
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…