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Splitting methods for the Vlasov-Poisson and Vlasov-Maxwell equations

Splitting methods for the Vlasov-Poisson and Vlasov-Maxwell equations

Alexander Ostermann (ORCID: 0000-0003-0194-2481)
  • Grant DOI 10.55776/P25346
  • Funding program Principal Investigator Projects
  • Status ended
  • Start January 1, 2013
  • End December 31, 2016
  • Funding amount € 150,691

Disciplines

Mathematics (85%); Physics, Astronomy (15%)

Keywords

    Abstract Evolution Equation, Convergence Analysis, Splitting Methods, High Order Methods, Discontinuous Galerkin, Vlasov-Maxwell equation

Abstract Final report

The Vlasov-Poisson and Vlasov-Maxwell equations are the most fundamental description of a (collisionless) plasma. The equations describe the evolution of a particle-probability distribution in 3+3 dimensional phase space coupled to an electromagnetic field. The difficulties in obtaining a numerical solution of those equations is summarized in the following three statements: 1. Due to the six dimensional phase space the amount of memory required to store the interpolation is proportional to the sixth power in the number of grid points. 2. The Vlasov equation is stiff (i.e. the time step size is limited by the CFL condition) 3. The coupling to the Maxwell/Poisson equation makes the system highly non-linear. A numerical scheme based on Strang splitting has been proposed that translates the basis functions of some interpolation space and projects the translated basis function back onto the proper subspace. The before mentioned scheme has been used in a number of plasma simulations and some geometrical properties have been investigated. However, no error analysis of this scheme is available. Furthermore, even though high order interpolation methods in space have been proposed, for the fully magnetized case no high order splitting method in time can be found in the literature. Such methods would allow us to take larger time steps and thus improve upon the efficiency of the scheme. Therefore the aim of this project is to: 1. supply an in-depth numerical analysis of Strang splitting for Vlasov type equations; 2. extend the achieved results to higher order splitting methods; 3. provide a convergence analysis of the fully discrete problems (using discontinuous Galerkin in space); 4. extend the previous results to higher order methods in space. We will start to investigate the properties of an abstract initial value problem that includes the Vlasov-Poisson as well as the Vlasov-Maxwell equations as a special case. The error analysis so obtained can be extended to the fully discrete problem by considering the spatial discretization as a perturbation of the analytic problem. To implement higher order splitting methods we have to evaluate the force term at certain intermediate steps. We will develop a strategy that leads to computationally efficient schemes. It is further of large interest to investigate how a high order splitting method behaves, if the number of grid points is reduced in favor of a higher order discontinuous Galerkin approximation in space. Due to the six dimensional phase space of the full Vlasov equation this could potentially reduce the memory footprint by some orders of magnitude.

In the FWF project splitting methods for the VlasovPoisson and VlasovMaxwell equations we considered the construction and analysis of more efficient numerical methods for those equations. In particular, we studied splitting methods in combination with a semi-Lagrangian discontinuous Galerkin approach in space. The constructed numerical methods have resulted in numerical methods that significantly decrease the computational effort and thus allow practitioners interested in kinetic plasma simulations to handle more complicatedproblems. In addition, we have provided a mathematical analysis that helps us to understand the behavior of these methods. The most important results obtained are as follows.Providing the first mathematically rigorous convergence analysis for the time splitting/semi-Lagrangian discontinuous Galerkin scheme. The main difficulty in this analysis (compared to previous results from the literature) is that a discontinuous approximant is used in the numerical scheme.Developing a Hamiltonian splitting scheme for the VlasovMaxwell equations. This approach is able to improve significantly on the previous state of the art by allowing a straightforward construction of higher order methods. Furthermore, the developed numerical method exhibits much better qualitative features (for example, with respect to energy conservation).Applying some of the techniques developed for the Vlasov equation to related systems that are of interest in the sciences. In particular, we have studied the KadomtsevPetviashvili equation which is extensively used to model water waves and waves in plasmas.Splitting methods do suffer from order reduction if inhomogeneous boundary conditions are considered. In our work we devised a correction approach that is able to completely avoid this order reduction for diffusion-reaction equations (such as those used in chemical kinetics).

Research institution(s)
  • Universität Innsbruck - 100%
International project participants
  • Erwan Faou, ENS Rennes - France
  • Marlis Hochbruck, Karlsruhe Institute of Technology - Germany
  • Mayya Tokman, University of California at Merced - USA

Research Output

  • 338 Citations
  • 35 Publications
Publications
  • 2016
    Title High performance computing aspects of a dimension independent semi-Lagrangian discontinuous Galerkin code
    DOI 10.1016/j.cpc.2016.01.012
    Type Journal Article
    Author Einkemmer L
    Journal Computer Physics Communications
    Pages 326-336
    Link Publication
  • 2016
    Title Structure preserving numerical methods for the Vlasov equation.
    Type Journal Article
    Author Einkemmer L
  • 2016
    Title Geometric Numerical Integration
    DOI 10.4171/owr/2016/18
    Type Journal Article
    Author Faou E
    Journal Oberwolfach Reports
    Pages 869-948
    Link Publication
  • 2016
    Title A resistive magnetohydrodynamics solver using modern C++ and the Boost library
    DOI 10.1016/j.cpc.2016.04.015
    Type Journal Article
    Author Einkemmer L
    Journal Computer Physics Communications
    Pages 69-77
    Link Publication
  • 2015
    Title On the error propagation of semi-Lagrange and Fourier methods for advection problems
    DOI 10.1016/j.camwa.2014.12.004
    Type Journal Article
    Author Einkemmer L
    Journal Computers & Mathematics with Applications
    Pages 170-179
    Link Publication
  • 2015
    Title High performance computing aspects of a dimension independent semi-Lagrangian discontinuous Galerkin code
    DOI 10.48550/arxiv.1501.05508
    Type Preprint
    Author Einkemmer L
  • 2015
    Title Evaluation of the Intel Xeon Phi 7120 and NVIDIA K80 as accelerators for two-dimensional panel codes
    DOI 10.48550/arxiv.1511.02166
    Type Preprint
    Author Einkemmer L
  • 2017
    Title On the performance of exponential integrators for problems in magnetohydrodynamics
    DOI 10.1016/j.jcp.2016.11.027
    Type Journal Article
    Author Einkemmer L
    Journal Journal of Computational Physics
    Pages 550-565
    Link Publication
  • 2017
    Title A split step Fourier/discontinuous Galerkin scheme for the Kadomtsev--Petviashvili equation
    DOI 10.48550/arxiv.1701.05602
    Type Preprint
    Author Einkemmer L
  • 2017
    Title Evaluation of the Intel Xeon Phi 7120 and NVIDIA K80 as accelerators for two-dimensional panel codes
    DOI 10.1371/journal.pone.0178156
    Type Journal Article
    Author Einkemmer L
    Journal PLOS ONE
    Link Publication
  • 2016
    Title An asymptotic preserving scheme for the relativistic Vlasov–Maxwell equations in the classical limit
    DOI 10.1016/j.cpc.2016.08.001
    Type Journal Article
    Author Crouseilles N
    Journal Computer Physics Communications
    Pages 13-26
    Link Publication
  • 2018
    Title A split step Fourier/discontinuous Galerkin scheme for the Kadomtsev–Petviashvili equation
    DOI 10.1016/j.amc.2018.04.013
    Type Journal Article
    Author Einkemmer L
    Journal Applied Mathematics and Computation
    Pages 311-325
    Link Publication
  • 2014
    Title An almost symmetric Strang splitting scheme for the construction of high order composition methods
    DOI 10.1016/j.cam.2014.04.015
    Type Journal Article
    Author Einkemmer L
    Journal Journal of Computational and Applied Mathematics
    Pages 307-318
    Link Publication
  • 2014
    Title A strategy to suppress recurrence in grid-based Vlasov solvers
    DOI 10.1140/epjd/e2014-50058-x
    Type Journal Article
    Author Einkemmer L
    Journal The European Physical Journal D
    Pages 197
  • 2014
    Title Convergence Analysis of Strang Splitting for Vlasov-Type Equations
    DOI 10.1137/130918599
    Type Journal Article
    Author Einkemmer L
    Journal SIAM Journal on Numerical Analysis
    Pages 140-155
    Link Publication
  • 2014
    Title Convergence Analysis of a Discontinuous Galerkin/Strang Splitting Approximation for the Vlasov--Poisson Equations
    DOI 10.1137/120898620
    Type Journal Article
    Author Einkemmer L
    Journal SIAM Journal on Numerical Analysis
    Pages 757-778
    Link Publication
  • 2014
    Title Nonlinear Evolution Equations: Analysis and Numerics
    DOI 10.4171/owr/2014/14
    Type Journal Article
    Author Hochbruck M
    Journal Oberwolfach Reports
    Pages 781-868
    Link Publication
  • 2014
    Title A conservative discontinuous Galerkin scheme for the 2D incompressible Navier–Stokes equations
    DOI 10.1016/j.cpc.2014.07.007
    Type Journal Article
    Author Einkemmer L
    Journal Computer Physics Communications
    Pages 2865-2873
    Link Publication
  • 2016
    Title On the performance of exponential integrators for problems in magnetohydrodynamics
    DOI 10.48550/arxiv.1604.02614
    Type Preprint
    Author Einkemmer L
  • 2016
    Title An asymptotic preserving scheme for the relativistic Vlasov--Maxwell equations in the classical limit
    DOI 10.48550/arxiv.1602.09062
    Type Preprint
    Author Crouseilles N
  • 2015
    Title Hamiltonian splitting for the Vlasov–Maxwell equations
    DOI 10.1016/j.jcp.2014.11.029
    Type Journal Article
    Author Crouseilles N
    Journal Journal of Computational Physics
    Pages 224-240
    Link Publication
  • 2015
    Title A splitting approach for the Kadomtsev–Petviashvili equation
    DOI 10.1016/j.jcp.2015.07.024
    Type Journal Article
    Author Einkemmer L
    Journal Journal of Computational Physics
    Pages 716-730
    Link Publication
  • 2013
    Title An almost symmetric Strang splitting scheme for the construction of high order composition methods
    DOI 10.48550/arxiv.1306.1169
    Type Preprint
    Author Einkemmer L
  • 2013
    Title An almost symmetric Strang splitting scheme for nonlinear evolution equations
    DOI 10.48550/arxiv.1309.4305
    Type Preprint
    Author Einkemmer L
  • 2013
    Title A conservative discontinuous Galerkin scheme for the 2D incompressible Navier--Stokes equations
    DOI 10.48550/arxiv.1311.7477
    Type Preprint
    Author Einkemmer L
  • 2015
    Title Overcoming Order Reduction in Diffusion-Reaction Splitting. Part 1: Dirichlet Boundary Conditions
    DOI 10.1137/140994204
    Type Journal Article
    Author Einkemmer L
    Journal SIAM Journal on Scientific Computing
    Link Publication
  • 2014
    Title An almost symmetric Strang splitting scheme for nonlinear evolution equations
    DOI 10.1016/j.camwa.2014.02.027
    Type Journal Article
    Author Einkemmer L
    Journal Computers & Mathematics with Applications
    Pages 2144-2157
    Link Publication
  • 2014
    Title A comparison of triple jump and Suzuki fractals for obtaining high order from an almost symmetric Strang splitting scheme.
    Type Journal Article
    Author Einkemmer L
  • 2014
    Title A modern resistive magnetohydrodynamics solver using C++ and the Boost library
    DOI 10.48550/arxiv.1407.3189
    Type Preprint
    Author Einkemmer L
  • 2014
    Title A splitting approach for the Kadomtsev--Petviashvili equation
    DOI 10.48550/arxiv.1407.8154
    Type Preprint
    Author Einkemmer L
  • 2014
    Title On the error propagation of semi-Lagrange and Fourier methods for advection problems
    DOI 10.48550/arxiv.1406.1933
    Type Preprint
    Author Einkemmer L
  • 2014
    Title A strategy to suppress recurrence in grid-based Vlasov solvers
    DOI 10.48550/arxiv.1401.4809
    Type Preprint
    Author Einkemmer L
  • 2014
    Title A Hamiltonian splitting for the Vlasov-Maxwell system
    DOI 10.48550/arxiv.1401.4477
    Type Preprint
    Author Crouseilles N
  • 2014
    Title Overcoming order reduction in diffusion-reaction splitting. Part 1: Dirichlet boundary conditions
    DOI 10.48550/arxiv.1411.0465
    Type Preprint
    Author Einkemmer L
  • 0
    Title Evaluation of the Intel Xeon Phi and NVIDIA K80 as accelerators for twodimensional Panel codes.
    Type Other
    Author Einkemmer L

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