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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
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.
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页码:1502 / 1529
页数:28
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