“How can a real-time parametric system effectively optimize architectural truss geometry when constrained by a limited, randomized inventory of salvaged timber? “
Geometry vs. Inventory
Standard architectural forms assume infinite material. When constrained by random,
reclaimed timber offcuts, the geometry itself must adapt to survive.

“Shifting the structural burden from material continuity to joint frequency.”
Standard triangulated geometries fail structurally when forced to use short, random offcuts due to mid-span joint weaknesses.Cellular and grid-based arches inherently convert weakness into strength by making nodes the primary defining feature of the architecture.
Comparing Nx Values

Frame 3 records the highest Avg Nx (2.791), representing a significant increase in axial forces within the system.
48.3648% increase
AI exploration
to add axial force relation to the stocklist.




https://gemini.google.com/share/e49078dd49ec