# Machine learning surrogate of physics-based building-stock simulator for end-use load forecasting

> Research article (Energy and Buildings, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4385336043](https://www.wikidata.org/wiki/openalex:W4385336043)  
**Source**: https://4ort.xyz/entity/machine-learning-surrogate-of-physics-based-building-stock-simulator-for-end-use-load-forecasting