# A comprehensive exploration of shape memory alloys: Fundamentals, structural reinforcements, nano-analysis, machine learning perspective, and emerging applications

> Research article (Mechanics of Advanced Materials and Structures, 2024) · cited 27× · AI/ML

**Wikidata**: [openalex:W4391392404](https://www.wikidata.org/wiki/openalex:W4391392404)  
**Source**: https://4ort.xyz/entity/a-comprehensive-exploration-of-shape-memory-alloys-fundamentals-structural-reinforcements-nano-analysis-machine-learning