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A precise magnetic modeling method for scientific satellites based on a self-attention mechanism and Kolmogorov-Arnold Networks

Ye Liu Xingjian Shi Wenzhe Yang Zhiming Cai Huawang Li

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.1-9,9.

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.1-9,9.DOI:10.61977/ati2024049

A precise magnetic modeling method for scientific satellites based on a self-attention mechanism and Kolmogorov-Arnold Networks

Ye Liu ¹Xingjian Shi ²Wenzhe Yang ²Zhiming Cai ²Huawang Li²

作者信息

1. Innovation Academy for Microsatellites of Chinese Academy of Sciences,Shanghai 201304,China University of Chinese Academy of Sciences,Beijing 100049,China
2. Innovation Academy for Microsatellites of Chinese Academy of Sciences,Shanghai 201304,China
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摘要

关键词

Magnetic dipole model/Self-attention mechanism/Kolmogorov-Arnold networks/Alternating current magnetic fields

分类

航空航天

引用本文复制引用

Ye Liu,Xingjian Shi,Wenzhe Yang,Zhiming Cai,Huawang Li..A precise magnetic modeling method for scientific satellites based on a self-attention mechanism and Kolmogorov-Arnold Networks[J].Astronomical Techniques and Instruments,2025,2(1):P.1-9,9.

基金项目

supported by the National Key Research and Development Program of China(2020YFC2200901)。（2020YFC2200901）

Astronomical Techniques and Instruments

ISSN：2097-3675

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