3 papers
cs.LG2026
Rethinking Pretraining for Specialized Design Data: Evidence from the JONES-19 Cultural Design Dataset
Alexandros Haridis, Charles Zhou
Design and architectural archives encode expert human knowledge in graphical formats, providing a critical testbed for design-inspired Machine Learning (ML) challenges absent with…
cs.AI2025
Evaluation of Architectural Synthesis Using Generative AI
Jingfei Huang, Alexandros Haridis
Recent advancements in multimodal Generative AI have the potential to democratize specialized architectural tasks, such as interpreting technical drawings and creating 3D CAD model…
cs.GR2020
The Topology of Shapes Made with Points
Alexandros Haridis
In architecture, city planning, visual arts, and other design areas, shapes are often made with points, or with structural representations based on point-sets. Shapes made with poi…