# Machine learning as CFD surrogate models for rapid prediction of building-related physical fields: A review of methods and state-of-the-art

> Research article (Building and Environment, 2025) · cited 20× · AI/ML

**Wikidata**: [openalex:W4414165671](https://www.wikidata.org/wiki/openalex:W4414165671)  
**Source**: https://4ort.xyz/entity/machine-learning-as-cfd-surrogate-models-for-rapid-prediction-of-building-related-physical-fields-a-review-of-methods-an