# Hybrid finite elements method-artificial neural network approach for hardness prediction of AA6082 friction stir welded joints

> Research article (International Journal of Mechatronics and Manufacturing Systems, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4292097919](https://www.wikidata.org/wiki/openalex:W4292097919)  
**Source**: https://4ort.xyz/entity/hybrid-finite-elements-method-artificial-neural-network-approach-for-hardness-prediction-of-aa6082-friction-stir-welded-