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Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model

Joonyi Kim, Kyungbook Lee, Jonggeun Choe

2021Journal of Petroleum Science and Engineering45 citationsDOI

Topics & Concepts

Particle swarm optimizationProxy (statistics)Computer scienceMathematical optimizationAlgorithmData miningConvolutional neural networkArtificial intelligenceMathematicsMachine learningReservoir Engineering and Simulation MethodsDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis
Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model | Litcius