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A mass, momentum, and energy conservative dynamical low-rank scheme for the Vlasov equation

Lukas Einkemmer, I. Joseph

2021Journal of Computational Physics57 citationsDOIOpen Access PDF

Abstract

The primary challenge in solving kinetic equations, such as the Vlasov equation, is the high-dimensional phase space. In this context, dynamical low-rank approximations have emerged as a promising way to reduce the high computational cost imposed by such problems. However, a major disadvantage of this approach is that the physical structure of the underlying problem is not preserved. In this paper, we propose a dynamical low-rank algorithm that conserves mass, momentum, and energy as well as the corresponding continuity equations. We also show how this approach can be combined with a conservative time and space discretization.

Topics & Concepts

DiscretizationVlasov equationContext (archaeology)Phase spaceEnergy–momentum relationMathematicsMomentum (technical analysis)Rank (graph theory)Applied mathematicsStatistical physicsDynamical systems theoryKinetic energySpace (punctuation)Classical mechanicsPhysicsMathematical analysisMathematical optimizationComputer sciencePlasmaQuantum mechanicsFinanceOperating systemBiologyCombinatoricsEconomicsPaleontologyTensor decomposition and applicationsModel Reduction and Neural NetworksSparse and Compressive Sensing Techniques
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