Supervised and unsupervised machine learning for reservoir characterization in heterogeneous geological settings: a case study from the eastern Sirte Basin, Libya
Abdalla Abdelnabi, Muneer Abdalla, Saleh Qaysi, Yousf Abushalah, Saad Balhasan
Topics & Concepts
WorkflowWirelineReservoir modelingMachine learningGeologyArtificial neural networkArtificial intelligenceCluster analysisPredictive modellingFaciesRegressionUnsupervised learningReservoir simulationPermeability (electromagnetism)ScalabilityData miningSupervised learningPredictive analyticsLinear regressionHydrocarbon explorationPetroleum reservoirRegression analysisComputer scienceGeologic mapPetrophysicsSupport vector machineHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation Methods