Predicting formation damage of oil fields due to mineral scaling during water-flooding operations: Gradient boosting decision tree and cascade-forward back-propagation network
Aydin Larestani, Seyed Pezhman Mousavi, Fahimeh Hadavimoghaddam, Abdolhossein Hemmati‐Sarapardeh
Topics & Concepts
Artificial neural networkMultilayer perceptronComputer scienceConjugate gradient methodApproximation errorDecision treeOverfittingBackpropagationScalingArtificial intelligenceAlgorithmMathematicsGeometryHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation MethodsEnhanced Oil Recovery Techniques