Machine learning-guided search for high-efficiency perovskite solar cells with doped electron transport layers

Efficiencies of perovskite solar cells may be improved to above 28% using Cs-doped TiO 2 and S-doped SnO 2 electron transport layers, as predicted using a two-step machine learning method.