# To switch or not to switch – a machine learning approach for ferroelectricity

> Research article (Nanoscale Advances, 2020) · cited 15× · AI/ML

**Wikidata**: [openalex:W3017015048](https://www.wikidata.org/wiki/openalex:W3017015048)  
**Source**: https://4ort.xyz/entity/to-switch-or-not-to-switch-a-machine-learning-approach-for-ferroelectricity
