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Adaptivity with moving grids

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<strong>Adaptivity</strong> <strong>with</strong> <strong>moving</strong> <strong>grids</strong> 85<br />

Ω P is constant (typically unity). If A is an arbitrary measurable set in Ω C<br />

it follows that<br />

∫ ∫<br />

I = dξ = M dx,<br />

A<br />

where B = F (A). Now, even if A is fixed, then, as the mesh is <strong>moving</strong> the<br />

set B will typically change <strong>with</strong> time, <strong>with</strong> the points on the boundary of B<br />

<strong>moving</strong> <strong>with</strong> velocity v. An application of the Reynolds transport theorem<br />

implies that<br />

d<br />

dt<br />

∫<br />

B<br />

∫<br />

M dx =<br />

B<br />

B<br />

∫<br />

∫<br />

M t dx + Mv · dS = (M t + ∇ · (Mv)) dx.<br />

∂B<br />

B<br />

However, as A is fixed, it follows that dI/dt = 0. Furthermore, the set A<br />

is arbitrary. It follows that M and hence v must satisfy the (geometric)<br />

conservation law<br />

M t + ∇ · (Mv) =0. (4.3)<br />

If M is known, then (4.3) gives an equation for the (mesh) velocity v.<br />

This equation must be augmented <strong>with</strong> the boundary condition<br />

v · n on ∂Ω P . (4.4)<br />

The equations (4.3) and (4.4) have a unique solution in one dimension but<br />

many solutions in higher dimensions. To determine v uniquely, additional<br />

conditions must be imposed. In the derivation of the optimal transport<br />

methods we saw the use of an additional condition on the curl of the solution<br />

in the computational space. In the various forms of the geometric<br />

conservation law (GCL) methods the curl of the velocity is imposed in the<br />

physical space. In particular, for a suitable weight function w and a background<br />

velocity field u, the condition<br />

∇ × w(v − u) (4.5)<br />

is imposed, so that for an appropriate potential function φ we have<br />

v = u + 1 w ∇φ.<br />

Here φ is unknown, and we presume that u is specified in advance. Substituting<br />

into the conservation law, it then follows that φ satisfies the elliptic<br />

partial differential equation<br />

( ) M<br />

∇ ·<br />

w ∇φ = −M t − ∇ · (Mu), (4.6)<br />

<strong>with</strong> the boundary condition on ∂Ω P given by<br />

∂φ<br />

= −wu · n.<br />

∂n<br />

This equation is a scalar linear equation for φ when posed (and solved) in

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