# Machine Learning‐Based Surrogate Modeling for Urban Water Networks: Review and Future Research Directions

> Research article (Water Resources Research, 2022) · cited 146× · AI/ML

**Wikidata**: [openalex:W4229458598](https://www.wikidata.org/wiki/openalex:W4229458598)  
**Source**: https://4ort.xyz/entity/machine-learningbased-surrogate-modeling-for-urban-water-networks-review-and-future-research-directions