306 research outputs found
Cross-Points in Domain Decomposition Methods with a Finite Element Discretization
Non-overlapping domain decomposition methods necessarily have to exchange
Dirichlet and Neumann traces at interfaces in order to be able to converge to
the underlying mono-domain solution. Well known such non-overlapping methods
are the Dirichlet-Neumann method, the FETI and Neumann-Neumann methods, and
optimized Schwarz methods. For all these methods, cross-points in the domain
decomposition configuration where more than two subdomains meet do not pose any
problem at the continuous level, but care must be taken when the methods are
discretized. We show in this paper two possible approaches for the consistent
discretization of Neumann conditions at cross-points in a Finite Element
setting
Non-local optimized Schwarz method with physical boundaries
We extend the theoretical framework of non-local optimized Schwarz methods as
introduced in [Claeys,2021], considering an Helmholtz equation posed in a
bounded cavity supplemented with a variety of conditions modeling material
boundaries. The problem is reformulated equivalently as an equation posed on
the skeleton of a non-overlapping partition of the computational domain,
involving an operator of the form "identity + contraction". The analysis covers
the possibility of resonance phenomena where the Helmholtz problem is not
uniquely solvable. In case of unique solvability, the skeleton formulation is
proved coercive, and an explicit bound for the coercivity constant is provided
in terms of the inf-sup constant of the primary Helmholtz boundary value
problem
The optimised Schwarz method and the two-Lagrange multiplier method for heterogeneous problems
In modern science and engineering there exist many heterogeneous problems, in which
the material under consideration has non-uniform properties. For example when considering
seepage under a dam, water will flow at vastly different rates through sand and stone.
Mathematically this can be represented as an elliptic boundary value problem that has a
large jump in coefficients between subdomains. The optimised Schwarz method and the related
two-Lagrange multiplier method are non-overlapping domain decomposition methods
that can be used to numerically solve such boundary value problems.
These methods work by solving local Robin problems on each subdomain in parallel,
which then piece together to give an approximate solution to the global boundary value
problem. It is known that with a careful choice of Robin parameter the convergence of
these methods can be sped up.
In this thesis we first review the known results for the optimised Schwarz method,
deriving optimised Robin parameters and studying the asymptotic performance of the
method as the mesh parameter of the discretisation is refined and the jump in coefficients
becomes large.
Next we formulate the two-Lagrange multiplier method for a model two subdomain
problem and show its equivalence to the optimised Schwarz method under suitable conditions.
The two-Lagrange multiplier method results in a non-symmetric linear system which
is usually solved with a Krylov subspace method such as GMRES. The convergence of the
GMRES method can be estimated by constructing a conformal map from the exterior of
the field of values of the system matrix to the interior of the unit disc.
We approximate the field of values of the two-Lagrange multiplier system matrix by
a rectangle and calculate optimised Robin parameters that ensure the rectangle is “well
conditioned” in the sense that GMRES converges quickly. We derive convergence estimates
for GMRES and consider the behaviour asymptotically as the mesh size is refined and the
jump in coefficients becomes large.
The final part of the thesis is concerned with the case of heterogeneous problems with
many subdomains and cross points, where three or more subdomains coincide. We formulate
the two-Lagrange multiplier method for such problems and consider known preconditioners
that are needed to improve convergence as the number of subdomains increases.
Throughout the thesis numerical experiments are performed to verify the theoretical
results.Engineering and Physical Sciences Research Council (EPSRC) grant
A class of alternate strip-based domain decomposition methods for elliptic partial differential Equations
The domain decomposition strategies proposed in this thesis are efficient preconditioning techniques with good parallelism properties for the discrete systems which arise from the finite element approximation of symmetric elliptic boundary value problems in two and three-dimensional Euclidean spaces. For two-dimensional problems, two new domain decomposition preconditioners are introduced, such that the condition number of the preconditioned system is bounded independently of the size of the subdomains and the finite element mesh size. First, the alternate strip-based (ASB2) preconditioner is based on the partitioning of the domain into a finite number of nonoverlapping strips without interior vertices. This preconditioner is obtained from direct solvers inside the strips and a direct fast Poisson solver on the edges between strips, and contains two stages. At each stage the strips change such that the edges between strips at one stage are perpendicular on the edges between strips at the other stage. Next, the alternate strip-based substructuring (ASBS2) preconditioner is a Schur complement solver for the case of a decomposition with multiple nonoverlapping subdomains and interior vertices. The subdomains are assembled into nonoverlapping strips such that the vertices of the strips are on the boundary of the given domain, the edges between strips align with the edges of the subdomains and their union contains all of the interior vertices of the initial decomposition. This preconditioner is produced from direct fast Poisson solvers on the edges between strips and the edges between subdo- mains inside strips, and also contains two stages such that the edges between strips at one stage are perpendicular on the edges between strips at the other stage. The extension to three-dimensional problems is via solvers on slices of the domain
Fundamentally New Coupled Approach to Contact Mechanics via the Dirichlet-Neumann Schwarz Alternating Method
Contact phenomena are essential in understanding the behavior of mechanical
systems. Existing computational approaches for simulating mechanical contact
often encounter numerical issues, such as inaccurate physical predictions,
energy conservation errors, and unwanted oscillations. We introduce an
alternative technique, rooted in the non-overlapping Schwarz alternating
method, originally developed for domain decomposition. In multi-body contact
scenarios, this method treats each body as a separate, non-overlapping domain
and prevents interpenetration using an alternating Dirichlet-Neumann iterative
process. This approach has a strong theoretical foundation, eliminates the need
for contact constraints, and offers flexibility, making it well-suited for
multiscale and multi-physics applications.
We conducted a numerical comparison between the Schwarz method and
traditional methods like Lagrange multiplier and penalty methods, focusing on a
benchmark impact problem. Our results indicate that the Schwarz alternating
method surpasses traditional methods in several key areas: it provides more
accurate predictions for various measurable quantities and demonstrates
exceptional energy conservation capabilities. To address the issue of unwanted
oscillations in contact velocities and forces, we explored various algorithms
and stabilization techniques, ultimately opting for the naive-stabilized
Newmark scheme for its simplicity and effectiveness. Furthermore, we validated
the efficiency of the Schwarz method in a three-dimensional impact problem,
highlighting its innate capacity to accommodate different mesh topologies, time
integration schemes, and time steps for each interacting body
A non-overlapping domain decomposition method with high-order transmission conditions and cross-point treatment for Helmholtz problems
International audienceA non-overlapping domain decomposition method (DDM) is proposed for the parallel finite-element solution of large-scale time-harmonic wave problems. It is well-known that the convergence rate of this kind of method strongly depends on the transmission condition enforced on the interfaces between the subdomains. Local conditions based on high-order absorbing boundary conditions (HABCs) have proved to be well-suited, as a good compromise between basic impedance conditions, which lead to suboptimal convergence, and conditions based on the exact Dirichlet-to-Neumann (DtN) map related to the complementary of the subdomain — which are too expensive to compute. However, a direct application of this approach for configurations with interior cross-points (where more than two subdomains meet) and boundary cross-points (points that belong to both the exterior boundary and at least two subdomains) is suboptimal and, in some cases, can lead to incorrect results.In this work, we extend a non-overlapping DDM with HABC-based transmission conditions approach to efficiently deal with cross-points for lattice-type partitioning. We address the question of the cross-point treatment when the HABC operator is used in the transmission condition, or when it is used in the exterior boundary condition, or both. The proposed cross-point treatment relies on corner conditions developed for Padé-type HABCs. Two-dimensional numerical results with a nodal finite-element discretization are proposed to validate the approach, including convergence studies with respect to the frequency, the mesh size and the number of subdomains. These results demonstrate the efficiency of the cross-point treatment for settings with regular partitions and homogeneous media. Numerical experiments with distorted partitions and smoothly varying heterogeneous media show the robustness of this treatment
ICASE
This report summarizes research conducted at the Institute for Computer Applications in Science and Engineering in the areas of (1) applied and numerical mathematics, including numerical analysis and algorithm development; (2) theoretical and computational research in fluid mechanics in selected areas of interest, including acoustics and combustion; (3) experimental research in transition and turbulence and aerodynamics involving Langley facilities and scientists; and (4) computer science
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