A Petrov-Galerkin Finite Element Method for Interface Problems
Arising in Sensitivity Computations
with
Dr. J.A. Burns
Interdisciplinary Center for
Applied Mathematics
Wright House (MC 0531)
West Campus Drive
Blacksburg, VA 24061
and
Dr. T. Lin
Mathematics Department (MC 0123)
McBryde Hall
Blacksburg, VA 24061-0123
Abstract
Continuous sensitivity equation methods have been applied to a
variety of applications ranging from optimal design, to fast algorithms in
computational fluid dynamics to the quantification of uncertainty. In order to
make use of these methods for interface problems, one needs fast and accurate
numerical methods for computing sensitivities for problems defined by partial
differential equations with solutions that have spatial discontinuities such
as shocks and interfaces. In this paper we develop a discontinuous
Petrov-Galerkin finite element scheme for solving the
sensitivity equation resulting
from a 1D interface problem. The 1D example is sufficient to motivate the
theoretical and computational issues that arise when one derives the
corresponding boundary-value problem for the sensitivities. In particular, the
sensitivity boundary-value problem must be formulated in a very weak sense, and
the resulting variational problem provides a natural framework for developing
and analyzing numerical schemes. Numerical examples are presented to
illustrate the benefits of this approach.