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Joint physics and model-guided pre-stack seismic inversion using double dual neural network

Jian Zhang Hui Sun Xing-Guo Huang Li Han Yan-Song Li

石油科学（英文版）2026，Vol.23Issue(1)：157-177,21.

石油科学（英文版）2026，Vol.23Issue(1)：157-177,21.DOI:10.1016/j.petsci.2025.09.008

Joint physics and model-guided pre-stack seismic inversion using double dual neural network

Jian Zhang ¹Hui Sun ²Xing-Guo Huang ³Li Han ³Yan-Song Li⁴

作者信息

1. The Faculty of Geosciences and Engineering,Southwest Jiaotong University,Chengdu,611756,Sichuan,China||National Key Laboratory of Petroleum Resources and Engineering,China University of Petroleum(Beijing),Beijing,102249,China
2. The Faculty of Geosciences and Engineering,Southwest Jiaotong University,Chengdu,611756,Sichuan,China
3. College of Instrumentation and Electrical Engineering,Jilin University,Changchun,130061,Jilin,China
4. China MCC5 Group Corp.,Ltd.,Chengdu,610063,Sichuan,China
折叠

摘要

关键词

Pre-stack seismic inversion/Double dual neural network/Physics guided/Model guided

Key words

Pre-stack seismic inversion/Double dual neural network/Physics guided/Model guided

引用本文复制引用

Jian Zhang,Hui Sun,Xing-Guo Huang,Li Han,Yan-Song Li..Joint physics and model-guided pre-stack seismic inversion using double dual neural network[J].石油科学（英文版）,2026,23(1):157-177,21.

基金项目

This work was supported in part by the National Natural Sci-ence Foundation of China under Grant 42204108,42374166 and 42374149,in part by National Key Laboratory of Petroleum Re-sources and Engineering,China University of Petroleum,Beijing under Grant PRE/open-2305,in part by Research on Fine Explo-ration and Surrounding Rock Classification Technology for Deep Buried Long Tunnels Driven by Horizontal Directional Drilling and Magnetotelluric Methods Based on Deep Learning under Grant E202408010. （）

石油科学（英文版）

ISSN：1672-5107

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