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Data-driven approach for hydrocarbon production forecasting using machine learning techniques

Jaiyesh Chahar, Jayant Verma, Divyanshu Vyas, Mukul Goyal

2022Journal of Petroleum Science and Engineering49 citationsDOI

Topics & Concepts

Artificial neural networkHyperparameterMean squared errorRandom forestContext (archaeology)Mean absolute percentage errorTest dataComputer scienceCorrelation coefficientMachine learningProduction (economics)Artificial intelligenceCoefficient of determinationStatisticsMathematicsBiologyPaleontologyMacroeconomicsProgramming languageEconomicsReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis
Data-driven approach for hydrocarbon production forecasting using machine learning techniques | Litcius