# A multi-frequency feature extraction and sparse attention mechanism integrated Mamba model for lithium-ion battery state of health estimation

> Research article (Journal of Energy Storage, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409993925](https://www.wikidata.org/wiki/openalex:W4409993925)  
**Source**: https://4ort.xyz/entity/a-multi-frequency-feature-extraction-and-sparse-attention-mechanism-integrated-mamba-model-for-lithium-ion-battery-state