TY - JOUR
T1 - Pseudo spectral collocation with Maxwell polynomials for kinetic equations with energy diffusion
AU - Sánchez-Vizuet, Tonatiuh
AU - Cerfon, Antoine J.
N1 - Funding Information:
The authors would like to thank M Landreman (U Maryland) for providing the motivation for this work and for stimulating discussions, as well as Jon Wilkening (UC Berkeley) for his valuable comments and insights, and for providing the spectral transform data that made the convergence studies in this article possible. TS-V and AJC were supported by the US Department of Energy, Office of Science, Fusion Energy Sciences under Award Numbers DE-FG02-86ER53223 and DE-SC0012398.
Publisher Copyright:
© 2018 IOP Publishing Ltd.
PY - 2018/2
Y1 - 2018/2
N2 - We study the approximation and stability properties of a recently popularized discretization strategy for the speed variable in kinetic equations, based on pseudo-spectral collocation on a grid defined by the zeros of a non-standard family of orthogonal polynomials called Maxwell polynomials. Taking a one-dimensional equation describing energy diffusion due to Fokker-Planck collisions with a Maxwell-Boltzmann background distribution as the test bench for the performance of the scheme, we find that Maxwell based discretizations outperform other commonly used schemes in most situations, often by orders of magnitude. This provides a strong motivation for their use in high-dimensional gyrokinetic simulations. However, we also show that Maxwell based schemes are subject to a non-modal time stepping instability in their most straightforward implementation, so that special care must be given to the discrete representation of the linear operators in order to benefit from the advantages provided by Maxwell polynomials.
AB - We study the approximation and stability properties of a recently popularized discretization strategy for the speed variable in kinetic equations, based on pseudo-spectral collocation on a grid defined by the zeros of a non-standard family of orthogonal polynomials called Maxwell polynomials. Taking a one-dimensional equation describing energy diffusion due to Fokker-Planck collisions with a Maxwell-Boltzmann background distribution as the test bench for the performance of the scheme, we find that Maxwell based discretizations outperform other commonly used schemes in most situations, often by orders of magnitude. This provides a strong motivation for their use in high-dimensional gyrokinetic simulations. However, we also show that Maxwell based schemes are subject to a non-modal time stepping instability in their most straightforward implementation, so that special care must be given to the discrete representation of the linear operators in order to benefit from the advantages provided by Maxwell polynomials.
KW - Fokker-Planck collisions
KW - kinetic calculations
KW - orthogonal polynomials
KW - pseudo spectral methods
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U2 - 10.1088/1361-6587/aa963a
DO - 10.1088/1361-6587/aa963a
M3 - Article
AN - SCOPUS:85040743320
SN - 0741-3335
VL - 60
JO - Plasma Physics and Controlled Fusion
JF - Plasma Physics and Controlled Fusion
IS - 2
M1 - 025018
ER -