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Permeability prediction of petroleum reservoirs using stochastic gradient boosting regression

Abdülhamit Subaşı, Mohamed F. El‐Amin, Tarek Darwich, Mubarak Dossary

2020Journal of Ambient Intelligence and Humanized Computing49 citationsDOI

Topics & Concepts

Gradient boostingMean squared errorRegressionPermeability (electromagnetism)Approximation errorBoosting (machine learning)Computer scienceApplied mathematicsMathematicsStatisticsRandom forestMathematical optimizationAlgorithmMachine learningGeneticsBiologyMembraneHydrocarbon exploration and reservoir analysisMineral Processing and GrindingHydraulic Fracturing and Reservoir Analysis
Permeability prediction of petroleum reservoirs using stochastic gradient boosting regression | Litcius