Physics-enhanced machine-learning-based prediction of fluid properties for gas injection – Focus on CO2 injection

Random Forests

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

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 29.7K citations

Engineering, Machine Learning, Feature Learning +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

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 20.7K citations

Evolving Neural Network, Engineering, Machine Learning +5