# Intelligent beam layout design for frame structure based on graph neural networks

> Research article (Journal of Building Engineering, 2022) · cited 87× · AI/ML

**Wikidata**: [openalex:W4308203772](https://www.wikidata.org/wiki/openalex:W4308203772)  
**Source**: https://4ort.xyz/entity/intelligent-beam-layout-design-for-frame-structure-based-on-graph-neural-networks