STABLE AND EFFICIENT PETROV-GALERKIN METHODS FOR A KINETIC FOKKER-PLANCK EQUATION

被引:2
作者
Brunken, Julia [1 ]
Smetana, Kathrin [2 ]
机构
[1] Univ Munster, Appl Math, D-48149 Munster, Germany
[2] Stevens Inst Technol, Dept Math Sci, Hoboken, NJ 07030 USA
关键词
kinetic Fokker-Planck equation; Petrov-Galerkin method; well-posedness; inf-sup stability; FINITE-ELEMENT APPROXIMATION; STREAMLINE DIFFUSION; TRACE THEOREMS; CONVERGENCE; SCHEME;
D O I
10.1137/20M1374857
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We propose a stable Petrov-Galerkin discretization of a kinetic Fokker-Planck equation constructed in such a way that uniform inf-sup stability can be inferred directly from the variational formulation. Inspired by well-posedness results for parabolic equations, we derive a lower bound for the dual inf-sup constant of the Fokker-Planck bilinear form by means of stable pairs of trial and test functions. The trial function of such a pair is constructed by applying the kinetic transport operator and the inverse velocity Laplace-Beltrami operator to a given test function. For the Petrov-Galerkin projection we choose an arbitrary discrete test space and then define the discrete trial space using the same application of transport and inverse Laplace-Beltrami operator. As a result, the spaces replicate the stable pairs of the continuous level, and we obtain a well-posed numerical method with a discrete inf-sup constant identical to the inf-sup constant of the continuous problem independently of the mesh size. We show how the specific basis functions can be efficiently computed by low-dimensional elliptic problems, and confirm the practicability and performance of the method with numerical experiments.
引用
收藏
页码:157 / 179
页数:23
相关论文
共 47 条
[1]  
[Anonymous], 1970, Ann. Sci. Ec. Norm. Super.
[2]  
[Anonymous], 1993, Evolution problems
[3]  
Armstrong S, 2019, Variational methods for the kinetic Fokker-Planck equation
[4]   Convergence of a hp-streamline diffusion scheme for Vlasov-Fokker-Planck system [J].
Asadzadeh, M. ;
Sopasakis, A. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2007, 17 (08) :1159-1182
[5]   Convergence analysis of the streamline diffusion and discontinuous Galerkin methods for the Vlasov-Fokker-Planck system [J].
Asadzadeh, M ;
Kowalczyk, P .
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2005, 21 (03) :472-495
[6]  
Az\erad P, 1996, THESIS U NEUCHATEL N
[7]   PENCIL-BEAM APPROXIMATION OF STATIONARY FOKKER-PLANCK [J].
Bal, Guillaume ;
Palacios, Benjamin .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2020, 52 (04) :3487-3519
[8]   A TENSOR APPROXIMATION METHOD BASED ON IDEAL MINIMAL RESIDUAL FORMULATIONS FOR THE SOLUTION OF HIGH-DIMENSIONAL PROBLEMS [J].
Billaud-Friess, M. ;
Nouy, A. ;
Zahm, O. .
ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE, 2014, 48 (06) :1777-1806
[9]  
Brunken J., **DATA OBJECT**, V2021, DOI 10.5281/zenodo.4106756
[10]   (PARAMETRIZED) FIRST ORDER TRANSPORT EQUATIONS: REALIZATION OF OPTIMALLY STABLE PETROV-GALERKIN METHODS [J].
Brunken, Julia ;
Smetana, Kathrin ;
Urban, Karsten .
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 41 (01) :A592-A621