# Deep learning for early warning signals of tipping points

> Research article (Proceedings of the National Academy of Sciences, 2021) · cited 267× · AI/ML

**Wikidata**: [openalex:W3200303296](https://www.wikidata.org/wiki/openalex:W3200303296)  
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