Automatic classification of pore structures of low-permeability sandstones based on self-organizing-map neural network algorithm

Automatic classification of pore structures of low-permeability sandstones based on self-organizing-map neural network algorithm

Objective The pore system of low-permeability sandstone reservoirs is intricate, and the distribution of pore-throat sizes is highly variable. The microscopic pore structure significantly influences the reservoir′s petrophysical properties and plays a critical role in controlling fluid flow within s...

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Bibliographic Details
Main Authors: Yan LU, Zongbin LIU, Xinwu LIAO, Chao LI, Yang LI
Format: Article
Language:zho
Published: Editorial Department of Bulletin of Geological Science and Technology 2024-11-01
Series:地质科技通报
Subjects:
bohai bay basin
low-permeability sandstone
pore structure
self-organizing map neural network
unsupervised mode
Online Access:https://dzkjqb.cug.edu.cn/en/article/doi/10.19509/j.cnki.dzkq.tb20240056
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