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A comparison of machine learning surrogate models for net present value prediction from well placement binary data

João Roberto Bertini, S. Batista, Mei Abe Funcia, Luís Otávio Mendes da Silva, Antonio Alberto S. Santos, Denis José Schiozer

2021Journal of Petroleum Science and Engineering27 citationsDOI

Topics & Concepts

Surrogate modelComputer scienceBenchmark (surveying)PerceptronBinary numberProduction (economics)Range (aeronautics)Dimension (graph theory)Binary classificationTask (project management)Mathematical optimizationData miningMachine learningArtificial intelligenceMathematicsSupport vector machineArtificial neural networkEngineeringAerospace engineeringSystems engineeringArithmeticGeodesyEconomicsMacroeconomicsGeographyPure mathematicsReservoir Engineering and Simulation MethodsAdvanced Multi-Objective Optimization AlgorithmsMachine Learning and Algorithms
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