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Implicit neural representations for 3D gravity inversion

delete2025-12-02
delete0
PRE
AI
X
Xiong Li
赵惊涛 封面图
赵惊涛 (Jingtao Zhao) *
S
Shuai Zhou
DOI：10.1016/j.cageo.2025.106082delete
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摘要

摘要

En 中文
• 开发了一种隐式重力反演方法，将重力的控制物理定律嵌入到网络优化中。 • 所提出的方法避免了需要大规模训练数据集，并消除了对人工设计正则化项的依赖。 • 探索了来自网络架构的隐式正则化效应的潜在来源。 • 在合成数据集和San Nicolas油田数据集上进行了评估，该方法实现了保真度重建，并表现出稳健的性能。

期刊

C
Computers and Geosciences
IF:
4.4
论文数:
5.0K
被引数:
1.5W

机构

B
Beijing Normal University
学者数:
3.3W
论文数: 2.7W
被引数: 4.2W
J
Jilin University
学者数:
8.7W
论文数: 5.6W
被引数: 8.9K
引用论文

引用论文

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IF0
err2017-01-01
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err1997-07-01
err286
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3D Focusing Inversion of Gravity Data Based on an Arctangent Stabilizing Functional基于反正切稳定函数的3D重力数据聚焦反演
errPure and Applied Geophysics
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err2014-06-18
err63
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IF0
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errGeophysical Journal International
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errCOMPUTERS & GEOSCIENCES
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err2015-12-01
err212
errOAAI
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