# An Improved PINN Algorithm for Shallow Water Equations Driven by Deep Learning

> Research article (Symmetry, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4403538787](https://www.wikidata.org/wiki/openalex:W4403538787)  
**Source**: https://4ort.xyz/entity/an-improved-pinn-algorithm-for-shallow-water-equations-driven-by-deep-learning