# Physics informed neural networks for fluid flow analysis with repetitive parameter initialization

> Research article (Scientific Reports, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4410376067](https://www.wikidata.org/wiki/openalex:W4410376067)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-fluid-flow-analysis-with-repetitive-parameter-initialization