Da. Knoll et Pr. Mchugh, A FULLY IMPLICIT DIRECT NEWTON METHOD FOR THE STEADY-STATE NAVIER-STOKES EQUATIONS, International journal for numerical methods in fluids, 17(6), 1993, pp. 449-461
Newton's method and banded Gaussian elimination can be a CPU efficient
method for steady-state solutions to two-dimensional Navier-Stokes eq
uations. In this paper we look at techniques that increase the radius
of convergence of Newton's method, reduce the number of times the Jaco
bian must be factored, and simplify evaluation of the Jacobian. The dr
iven cavity and natural convection problems are used as test problems,
and finite volume discretization is employed.