Litcius/Paper detail

Application of machine learning models for real-time prediction of the formation lithology and tops from the drilling parameters

Ahmed Abdulhamid Mahmoud, Salaheldin Elkatatny, Ahmad Al-AbdulJabbar

2021Journal of Petroleum Science and Engineering72 citationsDOI

Topics & Concepts

LithologyDrillingGeologyArtificial neural networkOil shaleAdaptive neuro fuzzy inference systemArtificial intelligencePetroleum engineeringMachine learningComputer scienceFuzzy logicPetrologyFuzzy control systemEngineeringPaleontologyMechanical engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis