How machine learning can help select capping layers to suppress perovskite degradation

The stability of perovskite solar cells can be improved by using hybrid-organic perovskites capping-layers atop the active material. Here the authors use machine learning to optimize capping layers by monitoring time to degradation of differently capped lead-halide perovskite solar cells.

Bibliographic Details
Main Authors: Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
Format: Article
Language:English
Published: Nature Portfolio 2020-08-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-17945-4