# Identifying Pb-free perovskites for solar cells by machine learning

> Research article (npj Computational Materials, 2019) · cited 223× · AI/ML

**Wikidata**: [openalex:W2925145055](https://www.wikidata.org/wiki/openalex:W2925145055)  
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