Missing log synthesis based on stacking ensemble learning with invariable features

IF 1.3 4区工程技术 Q4 ENERGY & FUELS Petroleum Science and Technology Pub Date : 2024-04-15 DOI:10.1080/10916466.2024.2328793

Zhimin Cao, Meng Liu, Jian Han, Jialu Li, Sijie Wang, Xingbin Liu

引用次数: 0

Abstract

Geophysical logging is a vital measurement technique for exploring underground resources such as oil, natural gas, minerals, and groundwater. However, the missing log problem caused by different re...

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基于堆叠集合学习与不变特征的缺失日志合成

地球物理测井是勘探石油、天然气、矿物和地下水等地下资源的重要测量技术。然而，由于不同的测井仪器和测井方法造成的测井记录缺失问题，一直困扰着人们。

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来源期刊

Petroleum Science and Technology 工程技术-工程：化工

CiteScore

2.90

自引率

13.30%

发文量

277

审稿时长

2.7 months

期刊介绍： The international journal of Petroleum Science and Technology publishes original, high-quality peer-reviewed research and review articles that explore: -The fundamental science of fluid-fluid and rock-fluids interactions and multi-phase interfacial and transport phenomena through porous media related to advanced petroleum recovery processes, -The application of novel concepts and processes for enhancing recovery of subsurface energy resources in a carbon-sensitive manner, -Case studies of scaling up the laboratory research findings to field pilots and field-wide applications. -Other salient technological challenges facing the petroleum industry.