# AMS-Net: Attention mechanism based multi-size dual light source network for surface roughness prediction

> Research article (Journal of Manufacturing Processes, 2022) · cited 30× · AI/ML

**Wikidata**: [openalex:W4285384523](https://www.wikidata.org/wiki/openalex:W4285384523)  
**Source**: https://4ort.xyz/entity/ams-net-attention-mechanism-based-multi-size-dual-light-source-network-for-surface-roughness-prediction