基于Gray-Scott模型的三维表面形态动力学分析

IF 2.5 2区 数学 Q1 MATHEMATICS, APPLIED
Jian Wang , Yu Wang , Shanshan Ge , Ziwei Han , Maodong Pan
{"title":"基于Gray-Scott模型的三维表面形态动力学分析","authors":"Jian Wang ,&nbsp;Yu Wang ,&nbsp;Shanshan Ge ,&nbsp;Ziwei Han ,&nbsp;Maodong Pan","doi":"10.1016/j.camwa.2025.09.023","DOIUrl":null,"url":null,"abstract":"<div><div>This paper proposes a 3D surface morphology dynamics analysis method based on an improved Gray-Scott model, designed to achieve rapid transformation and deformation of complex geometric shapes. By replacing the traditional Laplace operator with the Laplace-Beltrami operator, this model can directly handle shape transformations on triangular mesh surfaces without the need for geometric simplification. The method employs an explicit numerical scheme and operator splitting techniques to enhance computational efficiency and stability. Numerical experiments on both 2D and 3D models demonstrate the effectiveness of the method, including smooth transitions between simple and complex shapes, as well as transformations of surfaces such as spheres and bunny models. These results highlight the potential applications of this method in fields such as computer vision, virtual reality, medical imaging, and smart material design, particularly in scenarios requiring high-precision and efficient 3D shape transformations.</div></div>","PeriodicalId":55218,"journal":{"name":"Computers & Mathematics with Applications","volume":"199 ","pages":"Pages 242-259"},"PeriodicalIF":2.5000,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Morphological dynamics analysis on 3D surface using the Gray-Scott model\",\"authors\":\"Jian Wang ,&nbsp;Yu Wang ,&nbsp;Shanshan Ge ,&nbsp;Ziwei Han ,&nbsp;Maodong Pan\",\"doi\":\"10.1016/j.camwa.2025.09.023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper proposes a 3D surface morphology dynamics analysis method based on an improved Gray-Scott model, designed to achieve rapid transformation and deformation of complex geometric shapes. By replacing the traditional Laplace operator with the Laplace-Beltrami operator, this model can directly handle shape transformations on triangular mesh surfaces without the need for geometric simplification. The method employs an explicit numerical scheme and operator splitting techniques to enhance computational efficiency and stability. Numerical experiments on both 2D and 3D models demonstrate the effectiveness of the method, including smooth transitions between simple and complex shapes, as well as transformations of surfaces such as spheres and bunny models. These results highlight the potential applications of this method in fields such as computer vision, virtual reality, medical imaging, and smart material design, particularly in scenarios requiring high-precision and efficient 3D shape transformations.</div></div>\",\"PeriodicalId\":55218,\"journal\":{\"name\":\"Computers & Mathematics with Applications\",\"volume\":\"199 \",\"pages\":\"Pages 242-259\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Mathematics with Applications\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0898122125004043\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Mathematics with Applications","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0898122125004043","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一种基于改进Gray-Scott模型的三维表面形貌动力学分析方法,旨在实现复杂几何形状的快速变换和变形。该模型将传统的拉普拉斯算子替换为拉普拉斯-贝尔特拉米算子,可以直接处理三角形网格表面上的形状变换,而无需进行几何化简。该方法采用了显式数值格式和算子分裂技术,提高了计算效率和稳定性。在二维和三维模型上的数值实验证明了该方法的有效性,包括简单形状和复杂形状之间的平滑转换,以及球体和兔子模型等表面的转换。这些结果突出了该方法在计算机视觉、虚拟现实、医学成像和智能材料设计等领域的潜在应用,特别是在需要高精度和高效3D形状转换的场景中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Morphological dynamics analysis on 3D surface using the Gray-Scott model
This paper proposes a 3D surface morphology dynamics analysis method based on an improved Gray-Scott model, designed to achieve rapid transformation and deformation of complex geometric shapes. By replacing the traditional Laplace operator with the Laplace-Beltrami operator, this model can directly handle shape transformations on triangular mesh surfaces without the need for geometric simplification. The method employs an explicit numerical scheme and operator splitting techniques to enhance computational efficiency and stability. Numerical experiments on both 2D and 3D models demonstrate the effectiveness of the method, including smooth transitions between simple and complex shapes, as well as transformations of surfaces such as spheres and bunny models. These results highlight the potential applications of this method in fields such as computer vision, virtual reality, medical imaging, and smart material design, particularly in scenarios requiring high-precision and efficient 3D shape transformations.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Computers & Mathematics with Applications
Computers & Mathematics with Applications 工程技术-计算机:跨学科应用
CiteScore
5.10
自引率
10.30%
发文量
396
审稿时长
9.9 weeks
期刊介绍: Computers & Mathematics with Applications provides a medium of exchange for those engaged in fields contributing to building successful simulations for science and engineering using Partial Differential Equations (PDEs).
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信