Articles with "facies using" as a keyword



Classifying reservoir facies using attention-based residual neural networks

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Published in 2025 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.2977

Abstract: The accurate classification of reservoir facies remains a fundamental challenge in petroleum geoscience, with significant implications for resource extraction efficiency and reservoir characterization. Traditional approaches relying on manual interpretation and conventional machine learning methods often… read more here.

Keywords: facies using; using attention; reservoir facies; reservoir ... See more keywords