# Twins-PIVNet: Spatial attention-based deep learning framework for particle image velocimetry using Vision Transformer

> Research article (Ocean Engineering, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4405804876](https://www.wikidata.org/wiki/openalex:W4405804876)  
**Source**: https://4ort.xyz/entity/twins-pivnet-spatial-attention-based-deep-learning-framework-for-particle-image-velocimetry-using-vision-transformer