Rene Schneider (TU Chemnitz)
Toward anisotropic mesh adaptation based upon sensitivity of a
posteriori estimates
Many problems to which adaptive mesh refinement is applied possess
anisotropic solution features. These features are best approximated on
an anisotropic mesh, yet the adaptive refinement algorithms applied
today do only support locally isotropic refinement, which leads to
overrefinement. Automatic anisotropic mesh refinement is still in its
infancy, with most approaches lacking generality or efficiency.
We present a new approach to this problem basing on optimisation of
an a posteriori error estimate with respect to the node positions in
a finite element mesh. This approach becomes feasible because the
derivatives of such an error estimate with respect to the node
positions can be evaluated efficiently by means of the discrete
adjoint technique. Availability of these derivatives enables the use
of efficient algorithms from mathematical optimisation.
The basic approach is discussed and applications to singularly
perturbed reaction-diffusion and convection-diffusion problems are
demonstrated.