# Predicting photovoltaic efficiency in Cs-based perovskite solar cells: A comprehensive study integrating SCAPS simulation and machine learning models

> Research article (Solid State Communications, 2024) · cited 52× · AI/ML

**Wikidata**: [openalex:W4390953083](https://www.wikidata.org/wiki/openalex:W4390953083)  
**Source**: https://4ort.xyz/entity/predicting-photovoltaic-efficiency-in-cs-based-perovskite-solar-cells-a-comprehensive-study-integrating-scaps-simulation
