{"title":"变阶空间分数阶波动方程的傅立叶伪谱方法","authors":"Yanzhi Zhang , Xiaofei Zhao , Shiping Zhou","doi":"10.1016/j.cpc.2025.109876","DOIUrl":null,"url":null,"abstract":"<div><div>In this paper, we propose Fourier pseudospectral methods to solve the variable-order space fractional wave equation and develop an accelerated matrix-free approach for its effective implementation. In constant-order cases, fast algorithms can be designed via the fast Fourier transforms (FFTs), and the computational cost at each time step is <span><math><mi>O</mi><mo>(</mo><mi>N</mi><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></math></span> with <em>N</em> the total number of spatial points. In variable-order cases, however, the spatial dependence in the power <span><math><mi>s</mi><mo>(</mo><mi>x</mi><mo>)</mo></math></span> leads to the failure of inverse FFTs. While the direct matrix-vector multiplication approach becomes impractical due to excessive memory requirements. Hence, we propose an accelerated matrix-free approach for effective implementation in variable-order cases. The computational and storage costs are <span><math><mi>O</mi><mo>(</mo><mi>M</mi><mi>N</mi><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></math></span> and <span><math><mi>O</mi><mo>(</mo><mi>M</mi><mi>N</mi><mo>)</mo></math></span>, respectively, with <span><math><mi>M</mi><mo>≪</mo><mi>N</mi></math></span>. Moreover, our method can be easily parallelized to further enhance efficiency. Numerical studies show that our methods are effective in solving the variable-order space fractional wave equations, especially in high-dimensional cases. Wave propagation in heterogeneous media is studied in comparison to homogeneous counterparts. We find that wave dynamics in fractional cases become more intricate due to nonlocal interactions. Particularly, dynamics in heterogeneous media are more complex than those in homogeneous media.</div></div>","PeriodicalId":285,"journal":{"name":"Computer Physics Communications","volume":"318 ","pages":"Article 109876"},"PeriodicalIF":3.4000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fourier pseudospectral methods for the variable-order space fractional wave equations\",\"authors\":\"Yanzhi Zhang , Xiaofei Zhao , Shiping Zhou\",\"doi\":\"10.1016/j.cpc.2025.109876\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In this paper, we propose Fourier pseudospectral methods to solve the variable-order space fractional wave equation and develop an accelerated matrix-free approach for its effective implementation. In constant-order cases, fast algorithms can be designed via the fast Fourier transforms (FFTs), and the computational cost at each time step is <span><math><mi>O</mi><mo>(</mo><mi>N</mi><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></math></span> with <em>N</em> the total number of spatial points. In variable-order cases, however, the spatial dependence in the power <span><math><mi>s</mi><mo>(</mo><mi>x</mi><mo>)</mo></math></span> leads to the failure of inverse FFTs. While the direct matrix-vector multiplication approach becomes impractical due to excessive memory requirements. Hence, we propose an accelerated matrix-free approach for effective implementation in variable-order cases. The computational and storage costs are <span><math><mi>O</mi><mo>(</mo><mi>M</mi><mi>N</mi><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></math></span> and <span><math><mi>O</mi><mo>(</mo><mi>M</mi><mi>N</mi><mo>)</mo></math></span>, respectively, with <span><math><mi>M</mi><mo>≪</mo><mi>N</mi></math></span>. Moreover, our method can be easily parallelized to further enhance efficiency. Numerical studies show that our methods are effective in solving the variable-order space fractional wave equations, especially in high-dimensional cases. Wave propagation in heterogeneous media is studied in comparison to homogeneous counterparts. We find that wave dynamics in fractional cases become more intricate due to nonlocal interactions. Particularly, dynamics in heterogeneous media are more complex than those in homogeneous media.</div></div>\",\"PeriodicalId\":285,\"journal\":{\"name\":\"Computer Physics Communications\",\"volume\":\"318 \",\"pages\":\"Article 109876\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computer Physics Communications\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0010465525003789\",\"RegionNum\":2,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Physics Communications","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0010465525003789","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
Fourier pseudospectral methods for the variable-order space fractional wave equations
In this paper, we propose Fourier pseudospectral methods to solve the variable-order space fractional wave equation and develop an accelerated matrix-free approach for its effective implementation. In constant-order cases, fast algorithms can be designed via the fast Fourier transforms (FFTs), and the computational cost at each time step is with N the total number of spatial points. In variable-order cases, however, the spatial dependence in the power leads to the failure of inverse FFTs. While the direct matrix-vector multiplication approach becomes impractical due to excessive memory requirements. Hence, we propose an accelerated matrix-free approach for effective implementation in variable-order cases. The computational and storage costs are and , respectively, with . Moreover, our method can be easily parallelized to further enhance efficiency. Numerical studies show that our methods are effective in solving the variable-order space fractional wave equations, especially in high-dimensional cases. Wave propagation in heterogeneous media is studied in comparison to homogeneous counterparts. We find that wave dynamics in fractional cases become more intricate due to nonlocal interactions. Particularly, dynamics in heterogeneous media are more complex than those in homogeneous media.
期刊介绍:
The focus of CPC is on contemporary computational methods and techniques and their implementation, the effectiveness of which will normally be evidenced by the author(s) within the context of a substantive problem in physics. Within this setting CPC publishes two types of paper.
Computer Programs in Physics (CPiP)
These papers describe significant computer programs to be archived in the CPC Program Library which is held in the Mendeley Data repository. The submitted software must be covered by an approved open source licence. Papers and associated computer programs that address a problem of contemporary interest in physics that cannot be solved by current software are particularly encouraged.
Computational Physics Papers (CP)
These are research papers in, but are not limited to, the following themes across computational physics and related disciplines.
mathematical and numerical methods and algorithms;
computational models including those associated with the design, control and analysis of experiments; and
algebraic computation.
Each will normally include software implementation and performance details. The software implementation should, ideally, be available via GitHub, Zenodo or an institutional repository.In addition, research papers on the impact of advanced computer architecture and special purpose computers on computing in the physical sciences and software topics related to, and of importance in, the physical sciences may be considered.