# A perspective on inverse design of battery interphases using multi-scale modelling, experiments and generative deep learning

> Research article (Energy storage materials, 2019) · cited 121× · AI/ML

**Wikidata**: [openalex:W2952849935](https://www.wikidata.org/wiki/openalex:W2952849935)  
**Source**: https://4ort.xyz/entity/a-perspective-on-inverse-design-of-battery-interphases-using-multi-scale-modelling-experiments-and-generative-deep-learn