A systematic review of deep learning for structural geological interpretation
DOI10.1007/S10618-024-01079-YMaRDI QIDQ6663810
Gustavo Lúcius Fernandes, Frederico Zavam, Flavio Figueiredo, Tales Panoutsos, João Pedro Pires, Fernando Tonucci de Cerqueira Oliveira, Bruno Augusto Alemão Monteiro, Breno Augusto Mariano, Raphael Siston Hatushika, Maria Luiza Leão, Thiago Martin Poppe
Publication date: 15 January 2025
Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)
Artificial neural networks and deep learning (68T07) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Computational methods for problems pertaining to geophysics (86-08) Research exposition (monographs, survey articles) pertaining to geophysics (86-02)
Cites Work
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- Surface-based 3D modeling of geological structures
- A comprehensive survey and analysis of generative models in machine learning
- Finite difference implicit structural modeling of geological structures
- Implicit structural modeling by minimization of the bending energy with moving least squares functions
- A logical calculus of the ideas immanent in nervous activity
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