Arakawa's method is a finite-element method
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The nine-point second-order difference method of Arakawa for the two-dimensional stream function-vorticity equations of incompressible fluid flow comes from bilinear finite elements in rectangles. Furthermore, any nine-point second-order method obeying the conservation laws is a linear combination of two finite-element schemes, bilinear elements in rectangles and linear elements in triangles.
[1] B. Wendroff. Spline-galerkin methods for initial-value problems with variable coefficients , 1974 .
[2] G. Strang,et al. An Analysis of the Finite Element Method , 1974 .