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

oleh: Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes MarrĂ³n, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun

Format: Article
Diterbitkan: Nature Portfolio 2020-08-01

Deskripsi

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.