# Deep neural network battery impedance spectra prediction by only using constant-current curve

> Research article (Energy storage materials, 2021) · cited 82× · AI/ML

**Wikidata**: [openalex:W3171025736](https://www.wikidata.org/wiki/openalex:W3171025736)  
**Source**: https://4ort.xyz/entity/deep-neural-network-battery-impedance-spectra-prediction-by-only-using-constant-current-curve