Diagenetic facies classification in the Arbuckle formation using deep neural networks

DOI10.1007/S11004-021-09918-0zbMath1477.86026OpenAlexW3127563703MaRDI QIDQ2066813

Tianqi Deng, Xiaozheng Lang, John Doveton, Chicheng Xu

Publication date: 14 January 2022

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-021-09918-0

zbMATH Keywords

neural networksmachine learningdiagenetic facies classification

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Artificial neural networks and deep learning (68T07) Geostatistics (86A32)

Uses Software

• ElemStatLearn
• Adam
• PRMLT

Cites Work

• Unnamed Item
• Value of geologically derived features in machine learning facies classification

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