# Complete flow characterization from snapshot PIV, fast probes and physics-informed neural networks

> Research article (Computer Methods in Applied Mechanics and Engineering, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4389288591](https://www.wikidata.org/wiki/openalex:W4389288591)  
**Source**: https://4ort.xyz/entity/complete-flow-characterization-from-snapshot-piv-fast-probes-and-physics-informed-neural-networks