SIAM Journal on Scientific Computing · 1996 · 244 citations · 15 references
ComputingComputer SciencePhysicsComputational Fluid DynamicsComputational MechanicsFluid DynamicsConvergence AnalysisIterative SolversMatrix ComputationNavier-stokes EquationsNumerical AlgorithmsNumerical ConvergenceIterative Methods For Linear SystemsMesh SizeNavier-stokes SolversPreconditioningPreconditioning Techniques
Discretization and linearization of the steady–state Navier-Stokes equations gives rise to a nonsymmetric indefinite linear system of equations. In this paper, we introduce preconditioning techniques for such systems with the property that the eigenvalues of the preconditioned matrices are bounded independently of the mesh size used in the discretization. We confirm and supplement these analytic results with a series of numerical experiments indicating that Krylov subspace iterative methods for nonsymmetric systems display rates of convergence that are independent of the mesh parameter. In addition, we show that preconditioning costs can be kept small by using iterative methods for some intermediate steps performed by the preconditioner.
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A. Brooks, Thomas J.R. Hughes · Computer Methods in Applied Mechanics and Engineering · 1982 · 5.3K citations
James H. Bramble, Richard S. Varga · Mathematics of Computation · 1963 · 4.2K citations