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Fourier spectral discretizations belong to the most straightforward methods for solving the unmagnetized Vlasov–Poisson system in low dimensions. In this article, this highly accurate approach is extended two the four-dimensional magnetized Vlasov–Poisson system with new splitting methods suited for strong magnetic fields. Consequently, a comparison to the asymptotic fluid model is provided at the example of a turbulent Kelvin–Helmholtz instability. For the three dimensional electromagnetic Vlasov–Maxwell system different novel charge conserving implementations of a Hamiltonian splitting are discussed and simulation results of the Weibel streaming instability are presented.

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