# Training, Control and Application of SMA-Based Actuators with Two-Way Shape Memory Effect

> Research article (Actuators, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4313569761](https://www.wikidata.org/wiki/openalex:W4313569761)  
**Source**: https://4ort.xyz/entity/training-control-and-application-of-sma-based-actuators-with-two-way-shape-memory-effect