2018
DOI: 10.1016/j.cpc.2018.03.004
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Positivity-preserving scheme for two-dimensional advection–diffusion equations including mixed derivatives

Abstract: In this work, we propose a positivity-preserving scheme for solving two-dimensional advection-diffusion equations including mixed derivative terms, in order to improve the accuracy of lower-order methods. The solution to these equations, in the absence of mixed derivatives, has been studied in detail, while positivity-preserving solutions to mixed derivative terms have received much less attention. A two-dimensional diffusion equation, for which the analytical solution is known, is solved numerically to show t… Show more

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Cited by 9 publications
(5 citation statements)
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“…The adaptive spline technique results in a small additional exponent in the algorithmic scaling of O(N 0.1 ). Positivity of the distribution function is ensured using a continuum-based reformulation approach [18] combined with robust positivity-preserving discretizations schemes [17]. Using an Anderson Acceleration fixed-point iteration scheme for our nonlinear solves, also preconditioned with multigrid techniques, we obtain an algorithm that overall scales as O(N 1.1 log N ).…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…The adaptive spline technique results in a small additional exponent in the algorithmic scaling of O(N 0.1 ). Positivity of the distribution function is ensured using a continuum-based reformulation approach [18] combined with robust positivity-preserving discretizations schemes [17]. Using an Anderson Acceleration fixed-point iteration scheme for our nonlinear solves, also preconditioned with multigrid techniques, we obtain an algorithm that overall scales as O(N 1.1 log N ).…”
Section: Discussionmentioning
confidence: 99%
“…To address this issue, we reformulate the off-diagonal components as effective friction forces as proposed in Ref. [18]:…”
Section: Positivity-preserving Strategymentioning
confidence: 99%
“…Instead, we adapt the approach proposed by du Toit et al. (2018) to ensure positive definite tracer concentrations following the diffusion terms containing a mixed derivative. The diagonal diffusion terms (using D zz and D yy ) are always computed using the Eulerian scheme first described in this section.…”
Section: Computation Of Model Processesmentioning
confidence: 99%
“…(58) An alternative to the above manner for discretizing off-diagonal diffusion terms was given in [61] where the terms were rewritten as advection terms and combined with a flux limiter scheme to ensure the preservation of monotonicity.…”
Section: Discretization Of Diffusion Termsmentioning
confidence: 99%