Reservoir characterization reimagined: a hybrid neural network approach for direct three-dimensional petrophysical property characterization

Reservoir characterization, crucial for oilfield development, aims to unravel intricate non-linear relationships within real-world data. Conventional methods, rooted in simplistic theories, often lead to uncertainties and inaccuracies in workflows. Leveraging the power of deep learning, this study i...

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