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Machine learning-informed ensemble framework for evaluating shale gas production potential: Case study in the Marcellus Shale

Derek Vikara, Donald Remson, Vikas Khanna

2020Journal of Natural Gas Science and Engineering55 citationsDOIOpen Access PDF

Topics & Concepts

ProductivityRanking (information retrieval)Oil shaleProduction (economics)Petroleum engineeringUnconventional oilRank (graph theory)Data miningArtificial intelligenceComputer scienceEngineeringStatisticsEnvironmental scienceMachine learningMathematicsWaste managementMacroeconomicsCombinatoricsEconomicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis
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