Machine learning aided design of perovskite oxide materials for photocatalytic water splitting

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Electrochemical Photolysis of Water at a Semiconductor Electrode

Akira Fujishima, Kenichi Honda · Nature · 1972 · 33.1K citations

Engineering, Photochemistry, Electrochemical Photolysis +7

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

Engineering, Machine Learning, Data Mining +13

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.2K citations

Engineering, Machine Learning, Mutual Information Criteria +21

The absolute energy positions of conduction and valence bands of selected semiconducting minerals

Yong Xu, Martin A. A. Schoonen · American Mineralogist · 2000 · 3.7K citations

Non-transition Metal Sulfides, Rare Earth Mineral, Mineral Physic +22