# Neural equivalent circuit models: Universal differential equations for battery modelling

> Research article (Applied Energy, 2024) · cited 20× · AI/ML

**Wikidata**: [openalex:W4399854186](https://www.wikidata.org/wiki/openalex:W4399854186)  
**Source**: https://4ort.xyz/entity/neural-equivalent-circuit-models-universal-differential-equations-for-battery-modelling
