THE VLASOV-POISSON-FOKKER-PLANCK SYSTEM WITH UNCERTAINTY AND A ONE-DIMENSIONAL ASYMPTOTIC PRESERVING METHOD

被引:30
|
作者
Zhu, Yuhua [1 ]
Jin, Shi [1 ,2 ,3 ]
机构
[1] Univ Wisconsin Madison, Dept Math, Madison, WI 53706 USA
[2] MOE LSEC, Dept Math, Inst Nat Sci, Shanghai 200240, Peoples R China
[3] Shanghai Jiao Tong Univ, SHL MAC, Shanghai 200240, Peoples R China
来源
MULTISCALE MODELING & SIMULATION | 2017年 / 15卷 / 04期
基金
美国国家科学基金会;
关键词
Vlasov-Poisson-Fokker-Planck system; uncertainty quantification; asymptotic preserving; polynomial chaos; stochastic Galerkin; FIELD;
D O I
10.1137/16M1090028
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We develop a stochastic asymptotic preserving (s-AP) scheme for the Vlasov-Poisson-Fokker-Planck system in the high field regime with uncertainty based on the generalized polynomial chaos stochastic Galerkin framework (gPC-SG). We first prove that, for a given electric field with uncertainty, the regularity of initial data in the random space is preserved by the analytical solution at a later time, which allows us to establish the spectral convergence of the gPC-SG method. We follow the framework developed in [S. Jin and L. Wang, Acta Math. Sci., 31 (2011), pp. 2219-2232] to numerically solve the resulting system in one space dimension and show formally that the fully discretized scheme is s-AP in the high field regime. Numerical examples are given to validate the accuracy and s-AP properties of the proposed method.
引用
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页码:1502 / 1529
页数:28
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