Abstract
In this paper, we develop a fully implicit finite difference scheme for the lattice Boltzmann equations. A parallel, highly scalable Newton–Krylov–RAS algorithm is presented to solve the large sparse nonlinear system of equations arising at each time step. RAS is a restricted additive Schwarz preconditioner built with a cheaper discretization. The accuracy of the proposed method is carefully studied by comparing with other benchmark solutions. We show numerically that the nonlinearly implicit method is scalable on a supercomputer with more than 10,000 processors.
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