# Two-dimensional convolutional neural network outperforms other machine learning architectures for water depth surrogate modeling

> Research article (Journal of Hydrology, 2022) · cited 25× · AI/ML

**Wikidata**: [openalex:W4310275547](https://www.wikidata.org/wiki/openalex:W4310275547)  
**Source**: https://4ort.xyz/entity/two-dimensional-convolutional-neural-network-outperforms-other-machine-learning-architectures-for-water-depth-surrogate-
