Gaining Perspective on Unconventional Well Design Choices through Play-level Application of Machine Learning Modeling
Derek Vikara, Donald Remson, Vikas Khanna
Topics & Concepts
Computer scienceProductivityParametric statisticsVariable (mathematics)Proxy (statistics)Hydraulic fracturingUnconventional oilMachine learningData miningArtificial intelligenceFossil fuelIndustrial engineeringPetroleum engineeringEngineeringMathematicsStatisticsEconomicsWaste managementMathematical analysisMacroeconomicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering