# Machine learning-assisted materials development and device management in batteries and supercapacitors: performance comparison and challenges

> Research article (Journal of Materials Chemistry A, 2023) · cited 53× · AI/ML

**Wikidata**: [openalex:W4313592532](https://www.wikidata.org/wiki/openalex:W4313592532)  
**Source**: https://4ort.xyz/entity/machine-learning-assisted-materials-development-and-device-management-in-batteries-and-supercapacitors-performance-compa