2022–2024 · Machine learning in architecture
Generating plans with GANs
Generative adversarial networks that translate drawings into architectural plans and structural schemas.
- With
- M. Akdoğan, K. Ö. Kösenciğ, E. B. Okuyucu
- Outputs
- 2 publications
About the project
One study trained a network to turn Ernst Haeckel’s drawings of natural forms into Palladian-style plans, testing how far style can travel between domains.
A follow-up generates structural plan schemas, exploring GANs as a design aid for early structural layout.
Publications
- 2024 · Nexus Network Journal Structural Plan Schema Generation Through Generative Adversarial Networks
- 2022 · Journal of Computational Design Plan Generation with Generative Adversarial Networks: Haeckel’s Drawings to Palladian Plans
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