{"title":"用局部 DG 预测器解决一阶常微分方程系统初值问题的任意高阶 ADER-DG 方法","authors":"Ivan S. Popov","doi":"10.1007/s10915-024-02578-2","DOIUrl":null,"url":null,"abstract":"<p>An adaptation of the arbitrary high order ADER-DG numerical method with local DG predictor for solving the IVP for a first-order non-linear ODE system is proposed. The proposed numerical method is a completely one-step ODE solver with uniform steps, and is simple in algorithmic and software implementations. It was shown that the proposed version of the ADER-DG numerical method is <b><i>A</i></b>-stable and <b><i>L</i></b>-stable. The ADER-DG numerical method demonstrates superconvergence with convergence order <span>\\({\\varvec{2N}}+\\textbf{1}\\)</span> for the solution at grid nodes, while the local solution obtained using the local DG predictor has convergence order <span>\\({\\varvec{N}}+\\textbf{1}\\)</span>. It was demonstrated that an important applied feature of this implementation of the numerical method is the possibility of using the local solution as a solution with a subgrid resolution, which makes it possible to obtain a detailed solution even on very coarse coordinate grids. The scale of the error of the local solution, when calculating using standard representations of single or double precision floating point numbers, using large values of the degree <b><i>N</i></b>, practically does not differ from the error of the solution at the grid nodes. The capabilities of the ADER-DG method for solving stiff ODE systems characterized by extreme stiffness are demonstrated. Estimates of the computational costs of the ADER-DG numerical method are obtained.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Arbitrary High Order ADER-DG Method with Local DG Predictor for Solutions of Initial Value Problems for Systems of First-Order Ordinary Differential Equations\",\"authors\":\"Ivan S. Popov\",\"doi\":\"10.1007/s10915-024-02578-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>An adaptation of the arbitrary high order ADER-DG numerical method with local DG predictor for solving the IVP for a first-order non-linear ODE system is proposed. The proposed numerical method is a completely one-step ODE solver with uniform steps, and is simple in algorithmic and software implementations. It was shown that the proposed version of the ADER-DG numerical method is <b><i>A</i></b>-stable and <b><i>L</i></b>-stable. The ADER-DG numerical method demonstrates superconvergence with convergence order <span>\\\\({\\\\varvec{2N}}+\\\\textbf{1}\\\\)</span> for the solution at grid nodes, while the local solution obtained using the local DG predictor has convergence order <span>\\\\({\\\\varvec{N}}+\\\\textbf{1}\\\\)</span>. It was demonstrated that an important applied feature of this implementation of the numerical method is the possibility of using the local solution as a solution with a subgrid resolution, which makes it possible to obtain a detailed solution even on very coarse coordinate grids. The scale of the error of the local solution, when calculating using standard representations of single or double precision floating point numbers, using large values of the degree <b><i>N</i></b>, practically does not differ from the error of the solution at the grid nodes. The capabilities of the ADER-DG method for solving stiff ODE systems characterized by extreme stiffness are demonstrated. Estimates of the computational costs of the ADER-DG numerical method are obtained.</p>\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1007/s10915-024-02578-2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s10915-024-02578-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0
摘要
提出了一种带有局部 DG 预测器的任意高阶 ADER-DG 数值方法,用于求解一阶非线性 ODE 系统的 IVP。所提出的数值方法是一种完全的一步 ODE 求解器,步长均匀,算法和软件实现简单。研究表明,所提出的 ADER-DG 数值方法具有 A 稳定性和 L 稳定性。ADER-DG 数值方法在网格节点上的解具有收敛阶为 \({\varvec{2N}}+\textbf{1}\)的超收敛性,而使用局部 DG 预测器得到的局部解具有收敛阶为 \({\varvec{N}}+\textbf{1}\)的收敛性。结果表明,这种数值方法的一个重要应用特征是可以将局部解用作具有子网格分辨率的解,这使得即使在非常粗糙的坐标网格上也能获得详细的解。在使用单精度或双精度浮点数的标准表示法计算时,如果使用较大的阶数 N 值,局部解的误差范围实际上与网格节点解的误差并无差别。ADER-DG 方法在求解具有极端刚度特征的刚性 ODE 系统方面的能力得到了证明。此外,还估算了 ADER-DG 数值方法的计算成本。
Arbitrary High Order ADER-DG Method with Local DG Predictor for Solutions of Initial Value Problems for Systems of First-Order Ordinary Differential Equations
An adaptation of the arbitrary high order ADER-DG numerical method with local DG predictor for solving the IVP for a first-order non-linear ODE system is proposed. The proposed numerical method is a completely one-step ODE solver with uniform steps, and is simple in algorithmic and software implementations. It was shown that the proposed version of the ADER-DG numerical method is A-stable and L-stable. The ADER-DG numerical method demonstrates superconvergence with convergence order \({\varvec{2N}}+\textbf{1}\) for the solution at grid nodes, while the local solution obtained using the local DG predictor has convergence order \({\varvec{N}}+\textbf{1}\). It was demonstrated that an important applied feature of this implementation of the numerical method is the possibility of using the local solution as a solution with a subgrid resolution, which makes it possible to obtain a detailed solution even on very coarse coordinate grids. The scale of the error of the local solution, when calculating using standard representations of single or double precision floating point numbers, using large values of the degree N, practically does not differ from the error of the solution at the grid nodes. The capabilities of the ADER-DG method for solving stiff ODE systems characterized by extreme stiffness are demonstrated. Estimates of the computational costs of the ADER-DG numerical method are obtained.