# Intelligent co-design of shear wall and beam layouts using a graph neural network

> Research article (Automation in Construction, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4407137337](https://www.wikidata.org/wiki/openalex:W4407137337)  
**Source**: https://4ort.xyz/entity/intelligent-co-design-of-shear-wall-and-beam-layouts-using-a-graph-neural-network