# Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks

> Research article (Physics of Fluids, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4367175725](https://www.wikidata.org/wiki/openalex:W4367175725)  
**Source**: https://4ort.xyz/entity/flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol