Fourier Neural Pseudo‐Log Generator for Well Log Reconstruction and Beyond‐Record Generation
Abstract Geophysical well logging is crucial for subsurface exploration, but its application is often hindered by incomplete data and high operational costs. To address these challenges, we propose the Fourier neural pseudo‐log generator (FNPG), a novel generative model capable of both missing well...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Wiley
2026-06-01
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| coleção: | Journal of Geophysical Research: Machine Learning and Computation |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1029/2025JH001114 |
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