# Rapid prediction of urban flooding at street-scale using physics-informed machine learning-based surrogate modeling

> Research article (Total Environment Advances, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4403118645](https://www.wikidata.org/wiki/openalex:W4403118645)  
**Source**: https://4ort.xyz/entity/rapid-prediction-of-urban-flooding-at-street-scale-using-physics-informed-machine-learning-based-surrogate-modeling