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Spectral-Integrated Neural Networks for Transient Heat Conduction in Thin-Walled Structures

Ting Gao Chengze Shang Juan Wang Yan Gu

Computer Modeling in Engineering & Sciences2026，Vol.146Issue(2)：P.253-268,16.

Computer Modeling in Engineering & Sciences2026，Vol.146Issue(2)：P.253-268,16.DOI:10.32604/cmes.2026.077949

Spectral-Integrated Neural Networks for Transient Heat Conduction in Thin-Walled Structures

Ting Gao ¹Chengze Shang ²Juan Wang ¹Yan Gu³

作者信息

1. School of Mathematics and Statistics,Qingdao University,Qingdao,China
2. Department of Mechanical,Aerospace and Civil Engineering,University of Manchester,Manchester,UK
3. Faculty of Mechanical Engineering and Mechanics,Ningbo University,Ningbo,China
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摘要

关键词

Physics-informed neural networks/spectral time integration/transient heat conduction/thin-walled structures

分类

信息技术与安全科学

引用本文复制引用

Ting Gao,Chengze Shang,Juan Wang,Yan Gu..Spectral-Integrated Neural Networks for Transient Heat Conduction in Thin-Walled Structures[J].Computer Modeling in Engineering & Sciences,2026,146(2):P.253-268,16.

基金项目

supported by the National Natural Science Foundation of China(Nos.12422207 and 12372199). （Nos.12422207 and 12372199）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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