Conservative Discontinuous Galerkin Schemes for Nonlinear Fokker-Planck Collision Operators
arXiv:1903.08062 · doi:10.1017/S0022377820000586
Abstract
We present a novel discontinuous Galerkin algorithm for the solution of a class of Fokker-Planck collision operators. These operators arise in many fields of physics, and our particular application is for kinetic plasma simulations. In particular, we focus on an operator often known as the `Lenard-Bernstein,' or `Dougherty,' operator. Several novel algorithmic innovations are reported. The concept of weak-equality is introduced and used to define weak-operators to compute primitive moments needed in the updates. Weak-equality is also used to determine a reconstruction procedure that allows an efficient and accurate discretization of the diffusion term. We show that when two integration by parts are used to construct the discrete weak-form, and finite velocity-space extents are accounted for, a scheme that conserves density, momentum and energy exactly is obtained. One novel feature is that the requirements of momentum and energy conservation lead to unique formulas to compute primitive moments. Careful definition of discretized moments also ensure that energy is conserved in the piecewise linear case, even though the term is not included in the basis-set used in the discretization. A series of benchmark problems are presented and show that the scheme conserves momentum and energy to machine precision. Empirical evidence also indicates that entropy is a non-decreasing function. The collision terms are combined with the Vlasov equation to study collisional Landau damping and plasma heating via magnetic pumping. We conclude with an outline of future work, in particular with some indications of how the algorithms presented here can be extended to use the Rosenbluth potentials to compute the drag and diffusion coefficients.
arXiv commentSource code and input files available on bitbucket. See appendix
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