# A novel piezoelectric hysteresis modeling method combining LSTM and NARX neural networks

> Research article (Modern Physics Letters B, 2020) · cited 29× · AI/ML

**Wikidata**: [openalex:W3036124871](https://www.wikidata.org/wiki/openalex:W3036124871)  
**Source**: https://4ort.xyz/entity/a-novel-piezoelectric-hysteresis-modeling-method-combining-lstm-and-narx-neural-networks