# Enabling fast prediction of district heating networks transients via a physics-guided graph neural network

> Research article (Applied Energy, 2024) · cited 24× · AI/ML

**Wikidata**: [openalex:W4399559343](https://www.wikidata.org/wiki/openalex:W4399559343)  
**Source**: https://4ort.xyz/entity/enabling-fast-prediction-of-district-heating-networks-transients-via-a-physics-guided-graph-neural-network