研究论文

Recent advances in machine learning-assisted design of additive manufacturing metastructures: a review

Shuailong Gao, Yingjian Sun, Li Xi, Tian Zhao, Yixing Huang, Rujie He, Xiao Kang, Ying Li

Beijing Institute of Technology

来源Composite Structures

年份2025

DOI10.1016/j.compstruct.2025.119525

原文https://doi.org/10.1016/j.compstruct.2025.119525

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摘要与影响

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逐年被引趋势

42210

4226

关键指标

被引次数 · OpenAlex

16.53

领域内被引倍数
同类平均 = 1

前 0.2%

引用位次
同领域 · 同年份 · 同类型

320

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Cellular and Composite Structures

Machine Learning in Materials Science · Topology Optimization in Engineering

参考文献 320

In-Plane Stiffness and Yield Strength of Periodic Metal Honeycombs

A.-J. Wang, David L. McDowell · Journal of Engineering Materials and Technology · 2004

被引 454

Evaluations of cellular lattice structures manufactured using selective laser melting

Chunze Yan, Liang Hao, Ahmed Yussuf Hussein · International Journal of Machine Tools and Manufacture · 2012

被引 723

Integrated honeycomb technology motivated by the structure of beetle forewings

Jinxiang Chen, Chenglong Gu, Shijie Guo · Materials Science and Engineering C · 2012

被引 92

此处列出前 3 条

引用本文 53

Microwave absorption optimization via additive manufacturing: Process-dependent mechanisms of electromagnetic attenuation

Shuailong Gao, Yingjian Sun, Li Xi · Carbon · 2025

被引 36

Artificial neural network-assisted design of 3D printed moth-eye inspired metastructure for broadband microwave absorption and infrared stealth

Ximing Zhang, Xingyu Hao, Guoke Wei · Composites Part B Engineering · 2026

被引 27

3D-printing metamaterials with a quasi-origami-hive structure for broadband microwave absorption base on material-structure differentiated strategy

Hengfeng Zhao, Xinghua Jiang, Chi Yu · Journal of Alloys and Compounds · 2025

被引 9

按被引量排序，此处列出前 3 条

研究论文

Recent advances in machine learning-assisted design of additive manufacturing metastructures: a review

Shuailong Gao, Yingjian Sun, Li Xi, Tian Zhao, Yixing Huang, Rujie He, Xiao Kang, Ying Li

Beijing Institute of Technology

来源Composite Structures

年份2025

DOI10.1016/j.compstruct.2025.119525

原文https://doi.org/10.1016/j.compstruct.2025.119525

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

42210

4226

关键指标

被引次数 · OpenAlex

16.53

领域内被引倍数
同类平均 = 1

前 0.2%

引用位次
同领域 · 同年份 · 同类型

320

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Cellular and Composite Structures

Machine Learning in Materials Science · Topology Optimization in Engineering

参考文献 320

In-Plane Stiffness and Yield Strength of Periodic Metal Honeycombs

A.-J. Wang, David L. McDowell · Journal of Engineering Materials and Technology · 2004

被引 454

Evaluations of cellular lattice structures manufactured using selective laser melting

Chunze Yan, Liang Hao, Ahmed Yussuf Hussein · International Journal of Machine Tools and Manufacture · 2012

被引 723

Integrated honeycomb technology motivated by the structure of beetle forewings

Jinxiang Chen, Chenglong Gu, Shijie Guo · Materials Science and Engineering C · 2012

被引 92

此处列出前 3 条

引用本文 53

Microwave absorption optimization via additive manufacturing: Process-dependent mechanisms of electromagnetic attenuation

Shuailong Gao, Yingjian Sun, Li Xi · Carbon · 2025

被引 36

Artificial neural network-assisted design of 3D printed moth-eye inspired metastructure for broadband microwave absorption and infrared stealth

Ximing Zhang, Xingyu Hao, Guoke Wei · Composites Part B Engineering · 2026

被引 27

3D-printing metamaterials with a quasi-origami-hive structure for broadband microwave absorption base on material-structure differentiated strategy

Hengfeng Zhao, Xinghua Jiang, Chi Yu · Journal of Alloys and Compounds · 2025

被引 9

按被引量排序，此处列出前 3 条