International Journal of Modern Physics C · 2009 · 26 citations · 9 references
Natural SciencesComputational EngineeringPhysicsComputational Fluid DynamicsComputational PhysicsFluid DynamicsConvergence AnalysisFinite Difference MethodsLattice Boltzmann MethodsNumerical ConvergenceNumerical Methods For Differential EquationsNumerical StabilityAdvection-diffusion ModelsAnalytical SolutionsAnisotropic DiffusionEigenvalue ComputationEigenvalue Stability AnalysisLattice Boltzmann EquationNumerical Stability AnalysisStability Of Numerical Schemes
The stability of the numerical schemes for anisotropic advection-diffusion equations derived from the lattice Boltzmann equation with the D2Q4 particle velocity model is analyzed through eigenvalue analysis of the amplification matrices of the scheme. Accuracy of the schemes is investigated by solving benchmark problems, and the LBM scheme is compared with traditional implicit schemes. Numerical experiments demonstrate that the LBM scheme produces stable numerical solutions close to the analytical solutions when the values of the relaxation parameters in x and y directions are greater than 1.9 and the Courant numbers satisfy the stability condition. Furthermore, the numerical solutions produced by the LBM scheme are more accurate than those of the Crank–Nicolson finite difference scheme for the case where the Courant numbers are set to be values close to the upper bound of the stability region of the scheme.
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Difference Methods for Initial-Value Problems
E. I., Robert D. Richtmyer, K. W. Morton · Mathematics of Computation · 1968 · 3.4K citations
A lattice Boltzmann equation for diffusion
Dieter Wolf‐Gladrow · Journal of Statistical Physics · 1995 · 145 citations
Engineering, Physics, Fluid Dynamics +11