# The significance of detecting imperceptible physical/chemical changes/reactions in lithium-ion batteries: a perspective

> Research article (Energy & Environmental Science, 2022) · cited 37× · AI/ML

**Wikidata**: [openalex:W4225829135](https://www.wikidata.org/wiki/openalex:W4225829135)  
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