Finite element methods respecting the discrete maximum principle for convection-diffusion equations

TL;DR

This paper surveys finite element methods that respect the discrete maximum principle (DMP) in convection-dominated convection-diffusion equations, highlighting recent progress in nonlinear, stabilized schemes that ensure physical bounds and accuracy.

Contribution

It provides a comprehensive overview of nonlinear finite element discretizations that satisfy the DMP in convection-dominated regimes, emphasizing recent developments and their effectiveness.

Findings

Few discretizations satisfy DMP and accuracy simultaneously.

Most effective methods are nonlinear algebraically stabilized schemes.

Recent years have seen significant progress in DMP-respecting methods.

Abstract

Convection-diffusion-reaction equations model the conservation of scalar quantities. From the analytic point of view, solution of these equations satisfy under certain conditions maximum principles, which represent physical bounds of the solution. That the same bounds are respected by numerical approximations of the solution is often of utmost importance in practice. The mathematical formulation of this property, which contributes to the physical consistency of a method, is called Discrete Maximum Principle (DMP). In many applications, convection dominates diffusion by several orders of magnitude. It is well known that standard discretizations typically do not satisfy the DMP in this convection-dominated regime. In fact, in this case, it turns out to be a challenging problem to construct discretizations that, on the one hand, respect the DMP and, on the other hand, compute accurate solutions. This paper presents a survey on finite element methods, with a main focus on the convection-dominated regime, that satisfy a local or a global DMP. The concepts of the underlying numerical analysis are discussed. The survey reveals that for the steady-state problem there are only a few discretizations, all of them nonlinear, that at the same time satisfy the DMP and compute reasonably accurate solutions, e.g., algebraically stabilized schemes. Moreover, most of these discretizations have been developed in recent years, showing the enormous progress that has been achieved lately. Methods based on algebraic stabilization, nonlinear and linear ones, are currently as well the only finite element methods that combine the satisfaction of the global DMP and accurate numerical results for the evolutionary equations in the convection-dominated situation.