{"title":"Grid-free weighted particle method applied to the Vlasov–Poisson equation","authors":"Yoann Le Henaff","doi":"10.1007/s00211-023-01378-4","DOIUrl":null,"url":null,"abstract":"We study a grid-free particle method based on following the evolution of the characteristics of the Vlasov–Poisson system, and we show that it converges for smooth enough initial data. This method is built as a combination of well-studied building blocks—mainly time integration and integral quadratures—and allows to obtain arbitrarily high orders. By making use of the Non-Uniform Fast Fourier Transform, the overall computational complexity is $$ {\\mathcal {O}}(P \\log P + K^d \\log K^d) $$ , where $$ P $$ is the total number of particles and where we only keep the Fourier modes $$ k \\in ({\\mathbb {Z}}^d)^* $$ such that $$ k_1^2 + \\dots + k_d^2 \\le K^2 $$ . Some numerical results are given for the Vlasov–Poisson system in the one-dimensional case.","PeriodicalId":49733,"journal":{"name":"Numerische Mathematik","volume":null,"pages":null},"PeriodicalIF":2.1000,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Numerische Mathematik","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s00211-023-01378-4","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
Abstract
We study a grid-free particle method based on following the evolution of the characteristics of the Vlasov–Poisson system, and we show that it converges for smooth enough initial data. This method is built as a combination of well-studied building blocks—mainly time integration and integral quadratures—and allows to obtain arbitrarily high orders. By making use of the Non-Uniform Fast Fourier Transform, the overall computational complexity is $$ {\mathcal {O}}(P \log P + K^d \log K^d) $$ , where $$ P $$ is the total number of particles and where we only keep the Fourier modes $$ k \in ({\mathbb {Z}}^d)^* $$ such that $$ k_1^2 + \dots + k_d^2 \le K^2 $$ . Some numerical results are given for the Vlasov–Poisson system in the one-dimensional case.
期刊介绍:
Numerische Mathematik publishes papers of the very highest quality presenting significantly new and important developments in all areas of Numerical Analysis. "Numerical Analysis" is here understood in its most general sense, as that part of Mathematics that covers:
1. The conception and mathematical analysis of efficient numerical schemes actually used on computers (the "core" of Numerical Analysis)
2. Optimization and Control Theory
3. Mathematical Modeling
4. The mathematical aspects of Scientific Computing