Microscopic pore combination type identification of tight sandstone reservoir based on improved swin transformer architecture

Microscopic pore combination type identification of tight sandstone reservoir based on improved swin transformer architecture

Tight sandstone reservoirs differ fundamentally from conventional medium to high permeability reservoirs due to their complex and heterogeneous microscopic pore structures. This complexity poses significant challenges for accurate reservoir characterization and often results in suboptimal developmen...

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Bibliographic Details
Main Authors: Zhenyu Pang, Zhicong Chen, Sijie Lu, Zhenbo Cai, Yuqing Lu, Mengting Peng
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-12-01
Series:Energy Geoscience
Subjects:
Cast thin section
Attention mechanism
Pore structure
Swin Transformer
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S266675922500071X
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