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A computationally efficient hybrid neural network architecture for porous media: Integrating convolutional and graph neural networks for improved property predictions

Qingqi Zhao, Xiaoxue Han, Ruichang Guo, Cheng Chen

2024Advances in Water Resources16 citationsDOIOpen Access PDF

Topics & Concepts

Convolutional neural networkComputer scienceArtificial neural networkArchitectureProperty (philosophy)GraphArtificial intelligencePorous mediumPorosityTheoretical computer scienceEngineeringGeotechnical engineeringVisual artsArtPhilosophyEpistemologyEnhanced Oil Recovery TechniquesHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir Analysis
A computationally efficient hybrid neural network architecture for porous media: Integrating convolutional and graph neural networks for improved property predictions | Litcius