Accurate prediction of band gap of materials using stacking machine learning model

Random Forests

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

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Greedy function approximation: A gradient boosting machine.

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

Computing, Computer Science, Mathematics +17

First principles methods using CASTEP

Stewart J. Clark, Matthew Segall, Chris J. Pickard et al. · Zeitschrift für Kristallographie - Crystalline Materials · 2005 · 14.4K citations · Full text

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Photoinduced reactivity of titanium dioxide

Oana Carp · Progress in Solid State Chemistry · 2004 · 4.5K citations

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