Comput Mech (2015) 56:753–767
DOI 10.1007/s00466-015-1199-1
ORIGINAL PAPER
Heaviside enriched extended stochastic FEM for problems
with uncertain material interfaces
Christapher Lang
1
· Ashesh Sharma
2
· Alireza Doostan
2
· Kurt Maute
2
Received: 23 April 2015 / Accepted: 21 August 2015 / Published online: 5 September 2015
© Springer-Verlag Berlin Heidelberg 2015
Abstract This paper is concerned with the modeling of
heterogeneous materials with uncertain inclusion geometry.
The eXtended stochastic finite element method (X-SFEM) is
a recently proposed approach for modeling stochastic partial
differential equations defined on random domains. The X-
SFEM combines the deterministic eXtended finite element
method (XFEM) with a polynomial chaos expansion (PCE)
in the stochastic domain. The X-SFEM has been studied for
random inclusion problems with a C
0
-continuous solution
at the inclusion interface. This work proposes a new formu-
lation of the X-SFEM using the Heaviside enrichment for
modeling problems with either continuous or discontinuous
solutions at the uncertain inclusion interface. The Heavi-
side enrichment formulation employs multiple enrichment
levels for each material subdomain which allows more com-
plex inclusion geometry to be accurately modeled. A PCE
is applied in the stochastic domain, and a random level set
function implicitly defines the uncertain interface geometry.
The Heaviside enrichment leads to a discontinuous solution
in the spatial and stochastic domains. Adjusting the support
of the stochastic approximation according to the active sto-
chastic subdomain for each degree of freedom is proposed.
Numerical examples for heat diffusion and linear elastic-
ity are studied to illustrate convergence and accuracy of the
scheme under spatial and stochastic refinements. In addi-
tion to problems with discontinuous solutions, the Heaviside
enrichment is applicable to problems with C
0
-continuous
solutions by enforcing continuity at the interface. A higher
B Alireza Doostan
doostan@colorado.edu
1
Structural Mechanics and Concepts Branch, NASA Langley
Research Center, Hampton, VA, USA
2
Aerospace Engineering Sciences, University of Colorado,
Boulder, CO, USA
convergence rate is achieved using the proposed Heaviside
enriched X-SFEM for C
0
-continuous problems when com-
pared to using a C
0
-continuous enrichment.
Keywords X-SFEM · Level set method · Heaviside
enrichment · Polynomial chaos · Uncertainty quantification
1 Introduction
Computational methods for the propagation of uncertainties
through models governed by partial differential equations
are powerful tools for the prediction of a system’s response,
model validation, and engineering design. For heterogeneous
composite materials, the material layout has uncertainty due
to fabrication techniques. In order to relate the effective prop-
erties to the material layout, the uncertainty in geometry
requires methods that account for the random material inter-
faces. This work proposes an approach to model problems
with either a weak or a strong discontinuity across a random
material interface. Examples from the first class of problems
include perfectly bonded interfaces, while examples from the
latter class of problems include imperfectly bonded inter-
faces, crack analysis, and the phonon Boltzmann transport
model for heat diffusion at the submicron scale. The proposed
approach introduces the Heaviside enrichment function in
the eXtended stochastic finite element method (X-SFEM)
[12], which extends the eXtended finite element method
(XFEM) [10] to the stochastic domain using a polynomial
chaos expansion (PCE) [25] to approximate the degrees of
freedom based on the random parameters characterizing the
interface position.
Following the work by Hansbo and Hansbo [4], the Heav-
iside enriched XFEM is a deterministic approach for solving
problems with strong discontinuities across an embedded
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