19 citations · 42 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021★ 11 cited
Early-Phase Performance-Driven Design using Generative Models
Spyridon Ampanavos, Ali Malkawi
Current performance-driven building design methods are not widely adopted outside the research field for several reasons that make them difficult to integrate into a typical design…
cs.LG2021★ 19 cited
Structural Design Recommendations in the Early Design Phase using Machine Learning
Spyridon Ampanavos, Mehdi Nourbakhsh, Chin-Yi Cheng
Structural engineering knowledge can be of significant importance to the architectural design team during the early design phase. However, architects and engineers do not typically…