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A convolutional neural network-based proxy model for field production prediction and history matching

Boxu Yan, Zhi Zhong, Bin Bai

2024Gas Science and Engineering17 citationsDOI

Topics & Concepts

Computer scienceProxy (statistics)Artificial neural networkReservoir simulationLatin hypercube samplingData miningComputationConvolutional neural networkAlgorithmOil fieldArtificial intelligenceMachine learningGeologyPetroleum engineeringStatisticsMathematicsMonte Carlo methodReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
A convolutional neural network-based proxy model for field production prediction and history matching | Litcius