K. Kassner et al., CELLULAR STRUCTURES IN 3-DIMENSIONAL DIRECTIONAL SOLIDIFICATION - SIMULATION AND ANALYSIS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 57(3), 1998, pp. 2849-2861
The use of an asymptotically valid interface equation for directional
solidification allows numerical studies of the evolution of three-dime
nsional cellular structures in extended systems. We consider systems t
hat are large enough to render a statistical description of disordered
structures meaningful and to enable a direct comparison with experime
nt. Moreover, it is possible to assess the stability of the observed p
atterns on the basis of long-time simulations. In addition to statisti
cal methods already employed in the analysis of experiments, new stati
stical tools are introduced to follow the dynamics of the system. In g
eneral, three growth phases can be distinguished. During the first, sh
ort one, the pattern dynamically selects its preferred length scale by
a coarsening or a fine-graining process. In the second, much longer p
hase, the cells rearrange, evolving towards a polycrystalline, essenti
ally ordered structure. In the third phase, a process of gradual elimi
nation of defects takes place. For smaller temperature gradients, ther
e is an evolution towards oscillating patterns. Oscillations lead to a
reduction of the percentage of defects, unless they act as a precurso
r to weak turbulence, which happens at even lower values of the temper
ature gradient.