# Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing

> Research article (Joule, 2022) · cited 210× · AI/ML

**Wikidata**: [openalex:W3203436218](https://www.wikidata.org/wiki/openalex:W3203436218)  
**Source**: https://4ort.xyz/entity/machine-learning-with-knowledge-constraints-for-process-optimization-of-open-air-perovskite-solar-cell-manufacturing