Physiochemical machine learning models predict operational lifetimes of CH <sub>3</sub> NH <sub>3</sub> PbI <sub>3</sub> perovskite solar cells
Wiley A. Dunlap-Shohl, Yuhuan Meng, Preetham Sunkari, David A. C. Beck, Marina Meilă, Hugh W. Hillhouse
Abstract
First machine learning predictions of perovskite solar cell service lifetimes.
Topics & Concepts
Perovskite (structure)Solar cellPerovskite solar cellService (business)Materials scienceEngineering physicsChemistryOptoelectronicsPhysicsCrystallographyBusinessMarketingPerovskite Materials and ApplicationsMachine Learning in Materials ScienceChalcogenide Semiconductor Thin Films