# A multi-scale model for local polarization prediction in flow batteries based on deep neural network

> Research article (Journal of Energy Storage, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4379179336](https://www.wikidata.org/wiki/openalex:W4379179336)  
**Source**: https://4ort.xyz/entity/a-multi-scale-model-for-local-polarization-prediction-in-flow-batteries-based-on-deep-neural-network