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End-to-end neural network approach to 3D reservoir simulation and adaptation

Egor Illarionov, Pavel Temirchev, Dmitry Voloskov, Ruslan Kostoev, M. Simonov, Dimitri Pissarenko, Denis Orlov, Dmitry Koroteev

2021Journal of Petroleum Science and Engineering29 citationsDOI

Topics & Concepts

Reservoir simulationComputer scienceArtificial neural networkComputationPython (programming language)Set (abstract data type)Reservoir modelingMatching (statistics)Simulation modelingReservoir computingAdaptation (eye)Mathematical optimizationAlgorithmRecurrent neural networkGeologyArtificial intelligencePetroleum engineeringMathematicsProgramming languageStatisticsOpticsOperating systemPhysicsMathematical economicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
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