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AI-based geological subsurface reconstruction using sparse convolutional autoencoders

delete2025-05-29
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PRE
AI
R
Rodrigo Uribe‐Ventura
Y
Yoan Barriga-Berrios
J
Jorge Barriga-Gamarra
P
Patrice Baby
W
Willem Viveen
DOI:10.1016/j.cageo.2025.105981delete
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摘要

摘要

En 中文
• 新型AI方法通过地球物理集成重建地下属性。 • AI模型利用极少的训练数据再现传统技术。 • 该方法在复杂地质条件下优于传统估计。 • 新方法实现了对先前未知地下特征的识别。

期刊

C
Computers and Geosciences
IF:
4.4
论文数:
5.0K
被引数:
1.5W

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