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首页|期刊导航|Computers, Materials & Continua|Physics-Informed Neural Networks for Bending Analysis of Graphene Origami-Enabled Auxetic Metamaterial Beams Based on Modified Coupled Stress Theory

Physics-Informed Neural Networks for Bending Analysis of Graphene Origami-Enabled Auxetic Metamaterial Beams Based on Modified Coupled Stress Theory

Zuoquan Zhu Menghan Wang Xinyu Li Mengxin Zhao

Computers, Materials & Continua2026,Vol.87Issue(6):P.744-765,22.
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Computers, Materials & Continua2026,Vol.87Issue(6):P.744-765,22.DOI:10.32604/cmc.2026.076418

Physics-Informed Neural Networks for Bending Analysis of Graphene Origami-Enabled Auxetic Metamaterial Beams Based on Modified Coupled Stress Theory

Zuoquan Zhu 1Menghan Wang 1Xinyu Li 1Mengxin Zhao1

作者信息

  • 1. School of Mathematics and Statistics,Zhengzhou Normal University,Zhengzhou,China
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摘要

关键词

Physics-informed neural networks/graphene origami/mechanical metamaterial/folding degrees/bending analysis

分类

信息技术与安全科学

引用本文复制引用

Zuoquan Zhu,Menghan Wang,Xinyu Li,Mengxin Zhao..Physics-Informed Neural Networks for Bending Analysis of Graphene Origami-Enabled Auxetic Metamaterial Beams Based on Modified Coupled Stress Theory[J].Computers, Materials & Continua,2026,87(6):P.744-765,22.

基金项目

supported by the Natural Science Foundation of Henan(252300420935) (252300420935)

Young Backbone Teacher Training Program of Zhengzhou Normal University(QNGG-232300) (QNGG-232300)

Zhengzhou Normal University Undergraduate Innovation and Entrepreneurship Training Program Project(DCY2024011) (DCY2024011)

Scientific Research Starting Foundation of Zhengzhou Normal University(2021-702442). (2021-702442)

Computers, Materials & Continua

1546-2218

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