Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea
Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Topics & Concepts
Reservoir computingComputer scienceField (mathematics)Artificial intelligenceIdentification (biology)Artificial neural networkProcess (computing)Machine learningParametrization (atmospheric modeling)Convolutional neural networkTask (project management)Frame (networking)Oil fieldQuality (philosophy)Data miningPetroleum engineeringRecurrent neural networkEngineeringSystems engineeringMathematicsQuantum mechanicsOperating systemBiologyBotanyPhysicsRadiative transferTelecommunicationsPhilosophyPure mathematicsEpistemologyReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering