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Adaptivity with moving grids

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<strong>Adaptivity</strong> <strong>with</strong> <strong>moving</strong> <strong>grids</strong> 105<br />

(a)<br />

(b)<br />

Figure 5.2. Example 1. Final grid for the blow-up example.<br />

(a) Entire grid. (b) Detail near the blow-up point. Note that<br />

the grid is quite regular in the vicinity of the singularity, <strong>with</strong><br />

no evidence of any skewness or tangling.<br />

where u is large. We can then find a solution of the blow-up problem in the<br />

computational domain Ω C , using a finite difference method <strong>with</strong> a uniform<br />

N =30×30 mesh in the computational domain to discretize both the PMA<br />

equation and the Lagrangian form of the underlying PDE. The resulting<br />

system of ODEs was then solved simultaneously using a BDF method. In<br />

this calculation, as the blow-up time was approached an adaptive time step<br />

was used by applying the Sundman transformation, as described in Budd<br />

et al. (2001). For this we take<br />

1<br />

∆t =<br />

(max u) 2 .<br />

In Figure 5.2 we show the final grid both over the whole domain and close<br />

to the peak near the centre, as well as the initial and final solutions. The<br />

integration was performed until |u| ∞ =10 15 , for which the peak has an<br />

approximate length scale of 10 −15 .<br />

Over the course of the evolution we see a mesh compression (and a solution<br />

amplification) by a factor of 10 12 in the physical domain. Note that this<br />

has been achieved <strong>with</strong> a very modest number of mesh points. The final<br />

mesh shows a similar gradation of mesh elements from size O(10 −2 ) to size<br />

O(10 −14 ). However, if we study the mesh close to the solution peak, as<br />

illustrated in Figure 5.2, we see that this shows a strong degree of local<br />

regularity, <strong>with</strong> no evidence of long thin elements or skewness in the region<br />

where the solution gradients are very large. This is exactly as predicted by

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