CNN-GRU-ATT Method for Resistivity Logging Curve Reconstruction and Fluid Property Identification in Marine Carbonate Reservoirs

CNN-GRU-ATT Method for Resistivity Logging Curve Reconstruction and Fluid Property Identification in Marine Carbonate Reservoirs

Geophysical logging curves are crucial for oil and gas field exploration and development, and curve reconstruction techniques are a key focus of research in this field. This study proposes an inversion model for deep resistivity curves in marine carbonate reservoirs, specifically the Mishrif Formati...

Full description

Bibliographic Details
Main Authors: Jianhong Guo, Hengyang Lv, Qing Zhao, Yuxin Yang, Zuomin Zhu, Zhansong Zhang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Journal of Marine Science and Engineering
Subjects:
well-log reconstruction
CNN-GRU-ATT method
reservoir fluid property identification
marine carbonate reservoir
Mishrif Formation
Online Access:https://www.mdpi.com/2077-1312/13/2/331

Internet

https://www.mdpi.com/2077-1312/13/2/331

Similar Items