Interpretable machine learning predictions for efficient perovskite solar cell development

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells

Akihiro Kojima, Kenjiro Teshima, Yasuo Shirai et al. · Journal of the American Chemical Society · 2009 · 22.6K citations

Natural Sciences, Chemistry, Materials Science +17

Efficient Hybrid Solar Cells Based on Meso-Superstructured Organometal Halide Perovskites

Michael M. Lee, Joël Teuscher, Tsutomu Miyasaka et al. · Science · 2012 · 10.6K citations

Natural Sciences, Materials Engineering, Materials Science +17

Electron-Hole Diffusion Lengths Exceeding 1 Micrometer in an Organometal Trihalide Perovskite Absorber

Samuel D. Stranks, Giles E. Eperon, Giulia Grancini et al. · Science · 2013 · 10.3K citations

Natural Sciences, Materials Engineering, Materials Science +17