SpectralPlasmaSolver: a Spectral Code for Multiscale Simulations of Collisionless, Magnetized Plasmas

We present the design and implementation of a spectral code, called SpectralPlasmaSolver (SPS), for the solution of the multi-dimensional Vlasov-Maxwell equations. The method is based on a Hermite-Fourier decomposition of the particle distribution function. The code is written in Fortran and uses th...

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Published in:Journal of physics. Conference series Vol. 719; no. 1; pp. 12022 - 12032
Main Authors: Vencels, Juris, Delzanno, Gian Luca, Manzini, Gianmarco, Markidis, Stefano, Peng, Ivy Bo, Roytershteyn, Vadim
Format: Journal Article
Language:English
Published: Bristol IOP Publishing 01.05.2016
Subjects:
Application programming interfaces (API) Codes (symbols) Collisionless plasmas Convolution Distribution functions Maxwell equations Multiprocessing systems Numerical models Plasma devices Plasma flow Plasma jets Vlasov equation Design and implementations Fourier decomposition Magnetized plasmas Multi-scale simulation Particle distribution functions Particle-in-cell simulations Shared memory machines Vlasov-Maxwell equations
Distribution functions
Libraries
Mathematical analysis
Maxwell's equations
Nonlinear equations
Particle in cell technique
Physics
Plasmas (physics)
Preconditioning
Simulation
Spectra
ISSN:1742-6588, 1742-6596, 1742-6596
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Abstract We present the design and implementation of a spectral code, called SpectralPlasmaSolver (SPS), for the solution of the multi-dimensional Vlasov-Maxwell equations. The method is based on a Hermite-Fourier decomposition of the particle distribution function. The code is written in Fortran and uses the PETSc library for solving the non-linear equations and preconditioning and the FFTW library for the convolutions. SPS is parallelized for shared- memory machines using OpenMP. As a verification example, we discuss simulations of the two-dimensional Orszag-Tang vortex problem and successfully compare them against a fully kinetic Particle-In-Cell simulation. An assessment of the performance of the code is presented, showing a significant improvement in the code running-time achieved by preconditioning, while strong scaling tests show a factor of 10 speed-up using 16 threads.
AbstractList We present the design and implementation of a spectral code, called SpectralPlasmaSolver (SPS), for the solution of the multi-dimensional Vlasov-Maxwell equations. The method is based on a Hermite-Fourier decomposition of the particle distribution function. The code is written in Fortran and uses the PETSc library for solving the non-linear equations and preconditioning and the FFTW library for the convolutions. SPS is parallelized for shared- memory machines using OpenMP. As a verification example, we discuss simulations of the two-dimensional Orszag-Tang vortex problem and successfully compare them against a fully kinetic Particle-In-Cell simulation. An assessment of the performance of the code is presented, showing a significant improvement in the code running-time achieved by preconditioning, while strong scaling tests show a factor of 10 speed-up using 16 threads.
Author Markidis, Stefano
Delzanno, Gian Luca
Peng, Ivy Bo
Roytershteyn, Vadim
Manzini, Gianmarco
Vencels, Juris
Author_xml – sequence: 1
  givenname: Juris
  surname: Vencels
  fullname: Vencels, Juris
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  organization: Los Alamos National Laboratory , Los Alamos, NM, USA
– sequence: 2
  givenname: Gian Luca
  surname: Delzanno
  fullname: Delzanno, Gian Luca
  email: delzanno@lanl.gov
  organization: Los Alamos National Laboratory , Los Alamos, NM, USA
– sequence: 3
  givenname: Gianmarco
  surname: Manzini
  fullname: Manzini, Gianmarco
  email: manzini@lanl.gov
  organization: Los Alamos National Laboratory , Los Alamos, NM, USA
– sequence: 4
  givenname: Stefano
  surname: Markidis
  fullname: Markidis, Stefano
  email: markidis@kth.se
  organization: Los Alamos National Laboratory , Los Alamos, NM, USA
– sequence: 5
  givenname: Ivy Bo
  surname: Peng
  fullname: Peng, Ivy Bo
  email: bopeng@kth.se
  organization: KTH Royal Institute of Technology , Stockholm, Sweden
– sequence: 6
  givenname: Vadim
  surname: Roytershteyn
  fullname: Roytershteyn, Vadim
  email: vroytershteyn@spacescience.org
  organization: Space Science Institute , Boulder, CO, USA
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Cites_doi 10.1016/0021-9991(71)90034-9
10.1017/S0022377814001287
10.1103/PhysRevE.88.063301
10.1016/j.jcp.2005.10.003
10.1017/S002211207900210X
10.1063/1.2840133
10.1201/b17263
10.1016/j.cpc.2015.09.002
10.1109/JPROC.2004.840301
10.1016/j.jcp.2014.03.009
10.1016/j.procs.2015.05.284
10.1016/j.jcp.2014.02.002
10.1063/1.859060
10.1887/075030183X
10.1006/jcph.2001.6818
10.1016/0021-9991(87)90052-0
10.1887/0852743920
10.1016/j.jcp.2003.08.010
10.1201/9781315275048
10.1016/0021-9991(76)90053-X
10.1103/PhysRevLett.111.025002
10.1080/00411459608204828
10.1016/j.jcp.2011.05.036
10.1063/1.2345358
10.1016/j.jcp.2015.07.028
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References 24
25
26
27
28
Parker J T (17) 2015; 81
29
Birdsall C K (6) 2004
Fitzpatrick R (2) 2014
Balay S (22) 2015
Holloway J P (23) 1996
Vay J L (10) 2004
30
11
12
Armstrong T P (13) 1970; 9
14
15
18
19
1
3
4
5
7
8
Loureiro N F (21) 2015
9
Amdahl G M (31) 1967
Manzini G (16) 2015
20
References_xml – ident: 25
  doi: 10.1016/0021-9991(71)90034-9
– year: 2015
  ident: 21
  publication-title: arXiv:1505.02649
– volume: 81
  year: 2015
  ident: 17
  publication-title: Journal of Plasma, Physics
  doi: 10.1017/S0022377814001287
– ident: 12
  doi: 10.1103/PhysRevE.88.063301
– ident: 11
  doi: 10.1016/j.jcp.2005.10.003
– ident: 28
  doi: 10.1017/S002211207900210X
– ident: 30
  doi: 10.1063/1.2840133
– start-page: 483
  year: 1967
  ident: 31
  publication-title: Proceedings of the April 18-20, 1967, spring joint computer conference
– year: 2014
  ident: 2
  publication-title: Plasma Physics
  doi: 10.1201/b17263
– year: 2015
  ident: 22
– ident: 19
  doi: 10.1016/j.cpc.2015.09.002
– ident: 27
  doi: 10.1109/JPROC.2004.840301
– ident: 5
  doi: 10.1016/j.jcp.2014.03.009
– volume: 9
  start-page: 29
  issn: 0076-6860
  year: 1970
  ident: 13
  publication-title: Methods Comput. Phys.
– start-page: 11
  year: 2004
  ident: 10
  publication-title: Physics of Plasmas
– ident: 15
  doi: 10.1016/j.procs.2015.05.284
– ident: 4
  doi: 10.1016/j.jcp.2014.02.002
– ident: 29
  doi: 10.1063/1.859060
– year: 2015
  ident: 16
  publication-title: J. Comput. Phys.
– ident: 1
  doi: 10.1887/075030183X
– ident: 9
  doi: 10.1006/jcph.2001.6818
– ident: 24
  doi: 10.1016/0021-9991(87)90052-0
– ident: 7
  doi: 10.1887/0852743920
– ident: 26
  doi: 10.1016/j.jcp.2003.08.010
– year: 2004
  ident: 6
  publication-title: Plasma Physics Via Computer Simulation
  doi: 10.1201/9781315275048
– ident: 8
  doi: 10.1016/0021-9991(76)90053-X
– ident: 18
  doi: 10.1103/PhysRevLett.111.025002
– start-page: 1
  issn: 0041-1450
  year: 1996
  ident: 23
  publication-title: Transport Theory and Statistical Physics
  doi: 10.1080/00411459608204828
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  doi: 10.1016/j.jcp.2011.05.036
– ident: 14
  doi: 10.1063/1.2345358
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SubjectTerms Application programming interfaces (API) Codes (symbols) Collisionless plasmas Convolution Distribution functions Maxwell equations Multiprocessing systems Numerical models Plasma devices Plasma flow Plasma jets Vlasov equation Design and implementations Fourier decomposition Magnetized plasmas Multi-scale simulation Particle distribution functions Particle-in-cell simulations Shared memory machines Vlasov-Maxwell equations
Distribution functions
Libraries
Mathematical analysis
Maxwell's equations
Nonlinear equations
Particle in cell technique
Physics
Plasmas (physics)
Preconditioning
Simulation
Spectra
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