HyperSym: An Educational MATLAB Code for Hyperelasticity

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Applications in Engineering Education Pub Date : 2025-04-25 DOI:10.1002/cae.70037
Vinicius Oliveira Fontes, André Xavier Leitão, Anderson Pereira
{"title":"HyperSym: An Educational MATLAB Code for Hyperelasticity","authors":"Vinicius Oliveira Fontes,&nbsp;André Xavier Leitão,&nbsp;Anderson Pereira","doi":"10.1002/cae.70037","DOIUrl":null,"url":null,"abstract":"<p>Engineering students may find two challenges while studying finite element-based structural analysis: the transition from linear to nonlinear analysis theory and implementing finite element algorithms. Unlike damage and plasticity, which require often complex return mapping algorithms to update internal variables, introducing material nonlinearity with hyperelasticity is simpler as the stress tensor therein is computed explicitly from a deformation measure. To simplify the derivation process, we present <span>HyperSym</span>, an educational MATLAB-based tool that leverages symbolic differentiation to derive hyperelastic tensors from the strain energy density functional and automatically generate ready-to-use functions. We integrate these functions into the educational open-source finite element software \n<span>NLFEA</span> to illustrate the connection between user-defined subroutines and a finite element framework often found in commercial packages. This paper outlines \n<span>HyperSym</span>'s core features and demonstrates its educational potential through numerical examples applicable to lecture and homework settings. Lastly, we explore potential extensions and customizations to \n<span>HyperSym</span> for further academic projects or research. The complete version of MATLAB implementation of \n<span>HyperSym</span> is available in a public repository, and some extensions and modifications are provided as Supporting Information.</p>","PeriodicalId":50643,"journal":{"name":"Computer Applications in Engineering Education","volume":"33 3","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cae.70037","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Applications in Engineering Education","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cae.70037","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Engineering students may find two challenges while studying finite element-based structural analysis: the transition from linear to nonlinear analysis theory and implementing finite element algorithms. Unlike damage and plasticity, which require often complex return mapping algorithms to update internal variables, introducing material nonlinearity with hyperelasticity is simpler as the stress tensor therein is computed explicitly from a deformation measure. To simplify the derivation process, we present HyperSym, an educational MATLAB-based tool that leverages symbolic differentiation to derive hyperelastic tensors from the strain energy density functional and automatically generate ready-to-use functions. We integrate these functions into the educational open-source finite element software  NLFEA to illustrate the connection between user-defined subroutines and a finite element framework often found in commercial packages. This paper outlines  HyperSym's core features and demonstrates its educational potential through numerical examples applicable to lecture and homework settings. Lastly, we explore potential extensions and customizations to  HyperSym for further academic projects or research. The complete version of MATLAB implementation of  HyperSym is available in a public repository, and some extensions and modifications are provided as Supporting Information.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
HyperSym:超弹性的教育 MATLAB 代码
工科学生在学习基于有限元的结构分析时可能会遇到两个挑战:从线性分析理论到非线性分析理论的过渡和实现有限元算法。与通常需要复杂的返回映射算法来更新内部变量的损伤和塑性不同,引入具有超弹性的材料非线性更简单,因为其中的应力张量是通过变形测量显式计算的。为了简化推导过程,我们提出了HyperSym,这是一个基于matlab的教育工具,它利用符号微分从应变能密度函数中推导出超弹性张量,并自动生成现成的函数。我们将这些功能集成到教育开源有限元软件NLFEA中,以说明用户自定义子程序与商业软件包中常见的有限元框架之间的联系。本文概述了HyperSym的核心功能,并通过适用于讲座和作业设置的数值示例展示了其教育潜力。最后,我们探讨了HyperSym的潜在扩展和定制,以用于进一步的学术项目或研究。HyperSym的MATLAB实现的完整版本可在公共存储库中获得,并提供了一些扩展和修改作为支持信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
期刊最新文献
Globalization of Engineering Education in the AI Era: A Reframing, Not a Requiem Immersive or Not: Exploring the Moderating Role of Cognitive Style on Learning Outcomes in Virtual Reality Engineering Education Adaptive Deep Reinforcement Learning for Optimizing Teacher Professional Development Path A Problem-to-Code Teaching Framework for Technology-Enhanced Database Programming in Engineering Education: A Mixed-Methods Study Big Data Research on Personalized Learning in Computer Education: A Thematic Evolution Analysis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1