GeoSAE: A 3D Stratigraphic Modeling Method Driven by Geological Constraint

GeoSAE: A 3D Stratigraphic Modeling Method Driven by Geological Constraint

Deep learning outperforms traditional interpolation methods in 3D geological modeling due to its ability to model nonlinear relationships and its flexibility in incorporating diverse geological data. However, acquiring geological data for practical applications is challenging, and the quality of the...

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Bibliographic Details
Main Authors: Yongpeng Yang, Jinbo Zhou, Ming Ruan, Haiqing Xiao, Weihua Hua, Wencheng Wei
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
3D geological modeling
geological constraint
potential field interpolation
autoencoder
loss function
Online Access:https://www.mdpi.com/2076-3417/15/3/1185

Internet

https://www.mdpi.com/2076-3417/15/3/1185

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