  We study dendritic microstructure evolution using an adaptive grid, finite
element method applied to a phase-field model. The computational complexity of
our algorithm, per unit time, scales linearly with system size, rather than the
quadratic variation given by standard uniform mesh schemes. Time-dependent
calculations in two dimensions are in good agreement with the predictions of
solvability theory, and can be extended to three dimensions and small
undercoolings
