Practical Aspects of Hydraulic Fracturing Design Optimization using Machine Learning on Field Data: Digital Database, Algorithms and Planning the Field Tests (Russian)
Viktor Duplyakov, Anton Morozov, Dmitry O. Popkov, Albert Vainshtein, Andrei Osiptsov, Evgeny Burnaev, Egor Shel, Grigory Paderin, Polina Kabanova, Ildar Fayzullin, Ruslan Uchuev, Albert Mukhametov, Alexander Sergeevich Prutsakov, Ivan Vikhman, Maxim Staritsyn
Topics & Concepts
Hydraulic fracturingField (mathematics)Computer scienceArtificial intelligenceAlgorithmMachine learningPetroleum engineeringGeologyMathematicsPure mathematicsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production TechniquesReservoir Engineering and Simulation Methods