# Physics-informed neural network (PINNs) for convection equations in polymer flooding reservoirs

> Research article (Physics of Fluids, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4408451953](https://www.wikidata.org/wiki/openalex:W4408451953)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-network-pinns-for-convection-equations-in-polymer-flooding-reservoirs