# Developing surrogate models for the early-stage design of residential blocks using graph neural networks

> Research article (Building Simulation, 2025) · cited 19× · AI/ML

**Wikidata**: [openalex:W4406721861](https://www.wikidata.org/wiki/openalex:W4406721861)  
**Source**: https://4ort.xyz/entity/developing-surrogate-models-for-the-early-stage-design-of-residential-blocks-using-graph-neural-networks