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Evaluation and Development of a Predictive Model for Geophysical Well Log Data Analysis and Reservoir Characterization: Machine Learning Applications to Lithology Prediction

Aditya Mishra, Anjali Sharma, Atul Kumar Patidar

2022Natural Resources Research89 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligencePrincipal component analysisTest setDimensionality reductionMachine learningData miningCluster analysisSet (abstract data type)Artificial neural networkData setPredictive modellingProgramming languageHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis
Evaluation and Development of a Predictive Model for Geophysical Well Log Data Analysis and Reservoir Characterization: Machine Learning Applications to Lithology Prediction | Litcius