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A comparative study of empirical, statistical, and soft computing methods coupled with feature ranking for the prediction of water saturation in a heterogeneous oil reservoir

Labiba Nusrat Jahan, Tanveer Alam Munshi, Sree Sujon Sutradhor, Mahamudul Hashan

2021Acta Geophysica13 citationsDOI

Topics & Concepts

Well loggingMean squared errorStatisticsMathematicsSupport vector machineArtificial neural networkTree (set theory)AlgorithmArtificial intelligenceComputer scienceGeologyPetroleum engineeringMathematical analysisReservoir Engineering and Simulation MethodsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir Analysis
A comparative study of empirical, statistical, and soft computing methods coupled with feature ranking for the prediction of water saturation in a heterogeneous oil reservoir | Litcius