A Novel Machine Learning Approach for Detecting Outliers, Rebuilding Well Logs, and Enhancing Reservoir Characterization
Muhammad Ali, Peimin Zhu, Huolin Ma, Heping Pan, Khizar Abbas, Umar Ashraf, Jar Ullah, Ren Jiang, Hao Zhang
Topics & Concepts
WirelineReservoir modelingOutlierRanking (information retrieval)Computer scienceData miningWell loggingDBSCANArtificial intelligencePipeline (software)Noise (video)Machine learningPattern recognition (psychology)Cluster analysisGeologyPetroleum engineeringCanopy clustering algorithmProgramming languageImage (mathematics)TelecommunicationsWirelessCorrelation clusteringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis