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Abstracts for IMA "Hot Topics" Workshop

Compatible Spatial Discretizations for Partial Differential Equations

Compatible Spatial Discretizations for Partial Differential Equations

May 11-15, 2004

**Ivar
Aavatsmark**
(Senter for integrert petroleumsforskning, Universitetet i Bergen)
ivar.aavatsmark@cipr.uib.no

**MPFA Discretization on Quadrilateral Grids**

Slides:
pdf

The presentation will give an overview of the MPFA methods and its applications in multiphase flow in porous media. Recent progress on the theoretical side will be covered: Convergence proof for one MPFA method, monotonicity properties in the homogeneous case, new variants of the MPFA method, convergence properties when the Edwards splitting is used as preconditioner.

**Peter
Arbenz** (Institute of Computational Science,
Swiss Federal Institute of Technology (ETH Zurich)) arbenz@inf.ethz.ch
http://www.inf.ethz.ch/~arbenz

**Eigenvalue
Solvers for Electromagnetic Fields in Cavities** (poster
session)

Joint work with M. Becka, Institute of Computational Science, ETH Zurich R. Geus, Paul-Scherrer Institute, Villingen U. Hetmaniuk, Sandia National Laboratories, Albuquerque.

We investigate the Jacobi-Davidson algorithm for computing a few of the smallest eigenvalues of a generalized eigenvalue problem resulting from the finite element discretization of the time-harmonic Maxwell equation. Various multilevel preconditioners are employed to improve the convergence rate and memory consumption of the eigensolver. We present sequential results of very large eigenvalue problems originating from the design of resonant cavities of particle accelerators. Furthermore we detail our approach for parallelizing our code by means of the Trilinos software framework.

**Douglas
N. Arnold** (IMA, University of Minnesota) director@ima.umn.edu
http://www.ima.umn.edu/

**Differential Complexes and Stability of Finite Element
Methods**

Slides:
pdf

Many of the partial differential equations of mathematical physics are related to differential complexes which determine their structure and well-posedness. Many successful finite element discretizations of these problems can best be understood as arising from piecewise polynomial subcomplexes. The stability of these methods is obtainted by relating the discrete subcomplex to the continuous differential complex via a commuting diagram. The best known case is the de Rham complex, which underlies both electromagnetic and diffusion problems. In this case there are a large number of possible piecewise polynomial subcomplexes of each order. These can be presented systematically using the Koszul complex. The elasticity equations are related to another differential complex which can be related to the de Rham complex through a subtle homological construction. This has lead to recent progress in the design of stable mixed finite elements for elasticity in two and three dimensions.

**Timothy
J. Barth** (NASA Ames Research Center) barth@nas.nasa.gov

**Entropy
Stable FEM Discretization of First-Order Systems of Conservation
Laws** (pdf)

Slides: pdf

**Martin
Berggren**
(Department of Scientific Computing, Uppsala University) Martin.Berggren@it.uu.se

**A Vertex-Centered Dual Discontinuous Galerkin Method**
(poster session)

Slides:
pdf

I will present a new discontinuous Galerkin method for discretizing partial differential equations with a dominating hyperbolic character. At lowest order, the method reduces to a vertex-centered finite-volume method with control volumes based on a dual mesh, and the method can be implemented using an edge-based data structure. Preliminary tests on a model linear hyperbolic equation in 2D indicate a favorable qualitative behavior for nonsmooth solutions, and an optimal convergence rate for smooth solutions when using locally piecewise-linear approximations.

**Pavel
Bochev** (Computational Mathematics and Algorithms,
Org. 9214 and Computer Science Research Institute, Sandia National
Laboratories) pbboche@sandia.gov

**Variational and Geometric Aspects of Compatible Discretizations**

Slides:
html
pdf
ps
ppt

PDE models arise in virtually all fields of science and engineering. Their compatible discretizations are finite dimensional models of the physical process that are stable and provide accurate and physically meaningful solutions.

Variational principles take advantage of the intrinsic connections between the structure of many PDEs and optimization problems to identify their compatible discretizations.

Differential complexes provide another tool to encode the structure of a PDE. Differential forms represent global quantities rather than fields, and provide a model for the way we observe the physical process. The idea that differential forms can and should be used to develop compatible (mimetic) discretizations started to permeate computational sciences approximately two decades ago and led to fundamental advances in computational electromagnetics.

Since then, geometrical approaches to discretization have enjoyed a steady and ever increasing interest and appreciation in computational sciences. The goal of this lecture is two-fold. I will show how variational and geometric techniques can complement each other in the quest for accurate and stable discretizations by providing tools for the analysis and the design of compatible models. In doing so I will retrace the key steps that have led to our modern understanding of these connections. To illustrate, as well as to compare and contrast variational identifications of compatibility, I will use the Kelvin and the Dirichlet principles. Factorization diagrams will reveal the geometrical structure of the problem and form the basis for the design of compatible discretizations. Then, with the help of the grid decomposition property and the commuting diagram property I will show the fundamental links between the two approaches.

I will conclude with examples of alternative discrete models that circumvent the rigid structural constraints imposed by compatibility and talk about the advantages and the perils associated with their use.

**Daniele
Boffi** (Dipartimento di Matematica Università di Pavia)
boffi@dimat.unipv.it
http://www-dimat.unipv.it/boffi/

**Compatible Discretizations for Eigenvalue Problems**

Slides:
pdf

We start with a short review of standard Galerkin approximation of variationally posed eigenvalue problems, where we mainly consider the case of elliptic problems associated with a compact resolvent. Our basic example is the Laplace/Poisson eigenvalue problem. The main result, in this case, can be summarized by the claim that any choice of discrete space sequence, which provides a convergent scheme for the source problem, automatically performs well when applied to the corresponding eigenvalue problem. The main discussion in this talk focuses on the approximation of eigenvalue problems in mixed form. Using again the basic example of the Laplace/Poisson eigenvalue problem, we show that, when using a mixed method for its discretization, the picture is somewhat different from the previous case. The main (counter) example is given by a choice of discrete space sequences such that the classical Brezzi's conditions are satisfied (whence the source problem is correctly approximated) but, when the eigenvalue problem is considered, several spurious eigenmodes pollute the discrete spectrum. This surprising behavior is proved theoretically and numerically demonstrated. We then review the theory of the discretization of eigenvalue problems in mixed form (joint work with F. Brezzi and L. Gastaldi), where the compatibilities between the discrete space sequences for the good approximation of eigenpairs are made clear. Necessary and sufficient conditions are given for several general cases of interest. If time permits, some consequences of the theory can be presented. One application of the theory is the approximation of interior Maxwell's eigenvalue (leading in particular to the discretization of time-harmonic Maxwell's system). The results can be suitably modified to include the approximation of band gaps for photonic crystals (joint work with M. Conforti and L. Gastaldi). Another important consequence concerns the approximation to evolution problems in mixed form (joint work with L. Gastaldi).

**Alain
Bossavit** (Laboratoire de Génie Electrique de Paris
(LGEP)) bossavit@lgep.supelec.fr

**Computational Electromagnetism and Whitney Forms**

Slides:
IMA1.pdf
IMA2.pdf

This talk will give an overview of the use of Whitney forms in electromagnetism, from 1980 to now, and of desirable developments.

Edge elements (not to be known by that name until about 1986) allowed to solve eddy current problems in dimension 3, a notorious conundrum during the 70's. Within ten years, edge element discretization, Galerkin style, became the established method in computational electromagnetism, (CEM) while efforts to answer the question "why edge elements?" slowly fostered familiarity with Whitney forms and cohomology in the CEM community. Once the central place of cohomology and commutative diagrams was acknowledged, ideas about "mimetic" discretizations, equivalent network methods, etc., could develop in the 90's, and the order of the day, now, is to found an appropriate "discrete exterior calculus" -- which holds promises far beyond electromagnetics. Lots of questions remain, however: Convergence issues, Whitney forms on non-simplicial meshes, in particular, will be addressed. (Some new results about the geometric interpretation of degrees of freedom for higher-degree Whitney forms will be presented.) As for the future, the demands of engineering about coupled problems (such as magneto-elasticity, MHD, etc.) will promote a better understanding of the differential-geometric structures which underlie both electromagnetism and continuum mechanics.

**Panagiotis
Chatzipantelidis** (Department of Mathematics,
Texas A&M University) chatzipa@math.tamu.edu
http://www.math.tamu.edu/~chatzipa

**A
Finite Volume Element Method for a Nonlinear Elliptic Problem**

Joint work with: V. Ginting and R.D. Lazarov.

We
consider a finite volume discretization of second order nonlinear
elliptic boundary value problems on polygonal domains. For sufficiently
small data, we show existence and uniqueness of the finite volume
solution using a fixed point iteration method. We derive error
estimates in H^{1}-, L_{2} and L_{}-norm.
In addition a Newton's method is analyzed for the approximation
of the finite volume solution and numerical experiments are
presented.

**Snorre
H. Christiansen**
(Centre of Mathematics for Applications (CMA, Department of
Mathematics, University of Oslo) snorrec@math.uio.no
http://folk.uio.no/snorrec/

**Div-curl
Lemma for Edge Elements** (poster
session)

Slides:
pdf
ps

A
variant of Murat and Tartar's div-curl lemma is stated and proved
for Nedelec's edge elements. In the Galerkin finite element
setting one can expect control of L^{2} norms of vectorfields
and also sufficient control of their curls in H^{-1}.
But the divergence is usually just controlled trough the integral
of the vectorfields against a finite dimensional space of gradients.
The proposed lemma is designed to handle this case. The proof
uses a uniform norm equivalence related to discrete compactness
properties of vector FE spaces and a super-approximation property
of scalar FE spaces.

**Leszek
Demkowicz**
(Texas Institute for Computational Engineering Sciences, The
University of Texas at Austin) leszek@ices.utexas.edu
http://www.ices.utexas.edu/~leszek/

**De
Rham Diagram for Projection-Based Interpolation. 3D Optimal
p- and hp-Error Estimates** ps
format (poster session)

Slides:
pdf
ps

I will present the main idea and results for the commuting de Rham diagram for polynomial spaces corresponding to 3D finite elements of variable order generalizing Nedelec tetrahedrons of the first and second type, hexahedron of the first type (Nedelec's hexahedron of the second type does not satisfy the commuting diagram property), and prisms of the first and second type.

I will discuss shortly the generalization to parametric elements, including the most popular isoparametric elements.

The optimal p-interpolation (and following hp-interpolation) estimates are obtained by comparing the interpolation errors with (commuting) projections errors. Two fundamental tools necessary for the interpolation error analysis include recent results on existence of continuous, polynomial preserving extension operators (with M. Ainsworth) and discrete Friedrichs inequalities (with J. Gopalakrishnan). The presented interpolation theory summarizes a recent work done with A. Buffa. The methodology differs considerably from earlier 2D results obtained with I. Babuska.

**Yalchin
Efendiev **(Department
of Mathematics, Texas A&M University) efendiev@math.tamu.edu

**Numerical
Homogenization of Nonlinear Partial Differential Equations and
its Applications **

The numerical homogenization methods presented in this talk are designed to compute homogenized solutions. In particular we are interested when the heterogeneities have random nature. I will describe numerical homogenization methods that we proposed recently and their relation to some other multiscale methods. Convergence of these methods for nonlinear parabolic equations will be discussed. Numerical examples and applications will be considered.

**Juergen
Geiser** (IWR, University of Heidelberg, Visiting
professor of ISC, Texas A&M University, College Station)
jgeiser@math.tamu.edu

**Mixed
Discretisation Methods for Discontinuous Galerkin Method with
Analytical Test-Functions** (poster
session)

Paper:
pdf
ps

Joint work with: R. Lazarov and R. Ewing.

Our mathematical models describe transport and reaction processes in porous media. Based on our model equations we present a new mixed discretization methods with analytical test-functions and the error-analysis. The based convection-diffusion-reaction-equations are discretised with Discontinuous Galerkin methods in a mixed formulation (LDG-method).

We introduce the variational formulations and our adjoint problem to derive the analytical solutions for the test-functions. The stability of the discretization methods are discussed and an abstract error-estimates is derived. We apply the abstract error-estimates for the different test-functions, e.g. polynomial- and exponential-functions and present an improved optimal order result for our new exponential test-functions.

The application for our new discretization methods are proposed. Finally we discuss our further works.

Key words: convection-diffusion-dispersion-reaction-equation, Discontinuous Galerkin method, analytical methods

**Ralf
Hiptmair**
(SAM - Seminar for Applied Mathematics, ETH-Zentrum) hiptmair@sam.math.ethz.ch
http://www.sam.math.ethz.ch/~hiptmair

**Higher
Order Whitney Forms ** (pdf
version)

Slides: pdf

Compatible
finite element discretizations of second-order boundary value
problems set in the function spaces *H*^{1}(),
*H*(curl, ),
and* H*(div, )
will naturally rely on discrete differential forms. Their lowest-order
representatives are the well-knowns linear Lagrangian finite
elements, edge elements, and face elements. However, given the
interior smoothness of the solutions of many boundary value
problems, approximation by local polynomials of high degree
offers superior efficiency (*hp*-version of FEM).

The first part of the presentation will focus on the algebra behind the construction of higher order Whitney forms. The calculus of differential forms will be used to devise a unified description of discrete differential forms of any order and polynomial degree on simplicial meshes in any spatial dimension. A general formula for suitable degrees of freedom is also available. Fundamental properties of nodal interpolation can be established easily. It turns out that higher order spaces, including variants with locally varying polynomial order, emerge from the usual Whitney-forms by local augmentation.

The
second part of the talk will review the concrete construction
of suitable basis functions for higher order Whitney forms.
Discrete 1-forms will serve as main example. Recent inventions
of *p*-hierarchical bases with good conditioning properties
will be discussed.

Time permitting, the third part of the talk will investigate
*p*-uniform stability properties of high order Whitney
forms. It will show how tools from differential geometry and
discrete topology can be used to obtain a *p*-uniform
discrete Poincaré-Friedrichs inequality that plays a
key role in the convergence theory for the *p*-version
of discrete differential forms.

**Anil
N. Hirani**
(Control and Dynamical Systems, Caltech) hirani@its.caltech.edu
http://www.cs.caltech.edu/~hirani

**Discrete
Exterior Calculus and its Applications in Mechanics and Computer
Science** (poster session)

Slides:
pdf

To solve PDEs on irregular, non-flat meshes, one can either interpolate and compute differential quantities, or define a discrete calculus without interpolation while preserving some of the structure of the smooth theory. Discrete exterior calculus (DEC) is tensor analysis on irregular, simplicial meshes and their duals, which takes the latter approach. It defines differential operators on such meshes in a coordinate independent way. With it, one can solve, for example, Laplace's equation on an arbitrary triangle mesh surface. Most numerical methods except FEM, are for flat, regular grids. While FEM involves interpolation of scalar values on irregular grids, DEC works with interpolations of values defined on points, edges, triangles etc. In addition, it provides a way to incorporate vector fields into such a framework, thus allowing for computations on moving meshes. We will describe DEC and suggest some of its applications in computer science and mechanics. For more information, see http://www.cs.caltech.edu/~hirani

**Thomas
J.R. Hughes** (Institute for Computational Engineering
and Sciences (ICES), The University of Texas at Austin) hughes@ices.utexas.edu
http://www.ticam.utexas.edu/~hughes/

**"Consider
a Spherical Cow" - Conservation of Geometry in Analysis: Implications
for Computational Methods in Engineering**

"Consider the spherical cow" is the punch line of a mathematics joke. The joke itself is not so important to the subject of this work but the message is, namely, that simplifications of geometry are often made to facilitate analysis. Let us take the engineering design process as an example. There are estimated to be of the order of a million analyses a day performed in engineering design offices throughout the world. Engineering designs are encapsulated in Computer Aided Design (CAD) systems. Up to manufacturing tolerances, these systems exactly represent the geometry of designs. The analysis process begins with CAD geometry but the predominate method of analysis, finite elements, requires a different representation of geometry. This creates two problems: 1) The need to generate the geometric description suitable for the finite element method; and 2) the geometric errors that are produced in the process. The first problem, "mesh generation," is attributed to taking over 80% of all analysis time in major engineering industries such as shipbuilding, aerospace and automotive. It has become the major bottleneck in engineering analysis. The second problem is very important in certain situations, such as, for example, the buckling of thin shells, which exhibit strong geometric imperfection sensitivity. Since approximating the geometry for analysis purposes is costly, time consuming, and potentially creates significant errors, it raises the question, why do we do it? It would seem beneficial to conserve the exact CAD geometry in analysis, up to, of course, features that we definitely want to remove. This work takes the point of view that conserving geometry is an important conservation law that should be satisfied. We pursue this idea and see where it takes us. It suggests a very different analytical structure but one in which mesh generation may be dramatically simplified. Some simple computations in structural analysis are presented which indicate the ideas are viable and we argue why we feel that developing a complete mathematical convergence theory should be straightforward.

**P.
Robert Kotiuga**
(Department of Electrical & Computer Engineering, Boston University)
prk@bu.edu

**Intuitive
vs. Computable Topological Aspects of Computational Electromagnetics**
(poster session)

Slides:
html
pdf
ps
ppt

Intuitive problems, such as checking if a space is contractible, are easily characterized in terms of homotopy groups but, in four or more dimensions, such a characterization is provably computationally intractable. On the other hand, cohomology theory may not be intuitive, but it does provide a formal connection between Maxwell's equations and the lumped parameters occurring in Kirchhoff's laws. Also, cohomological information is efficiently extracted from the data structures used in finite element analysis. A natural question is: Do engineers need to go beyond the linear algebra and sparse matrix techniques associated with homology calculations? It turns out that there are inverse problems involving "near force-free magnetic fields" where the conjectured characterization of the space of solutions, involves computationally intractable topological invariants. Hence, it is imperative to investigate algebraic structures found in the data structures of finite element analysis, which yield topological insights not deducible from cohomological considerations alone.

The Hurewicz map is a well-defined map taking representatives of generators of homotopy groups to their homology classes. In this sense, it provides a natural framework for comparing the intuitive but intractable with the computable but less intuitive. The presentation will develop this theme in the context of computational electromagnetics.

Recent work:

1) Kotiuga, P. R., Topology-Based Inequalities and Inverse Problems for Near Force-Free Magnetic Fields, IEEE Trans. MAG. March 2004.

2) Gross, P.W., Kotiuga, P.R., Electromagnetic Theory and Computation: A Topological Approach. MSRI Monograph series # 48; Cambridge U. P., 2004. ISBN # 0521801605.

3) Suuriniemi, S., Kettunen, L., Kotiuga, P.R., Techniques for Systematic Treatment of Certain Coupled Problems. IEEE Trans. MAG-39, (3), May 2003, pp 1737-1740.

**Melvin
Leok**
(Control and Dynamical Systems, California Institute of Technology)
mleok@cds.caltech.edu

**Discrete
Connections on Principal Bundles** (poster)

Slides:
pdf

Connections on principal bundles play a fundamental role in expressing the equations of motion for mechanical systems with symmetry in an intrinsic fashion. A discrete theory of connections on principal bundles is constructed by introducing the discrete analogue of the Atiyah sequence, with a connection corresponding to the choice of a splitting of the short exact sequence.

Equivalent representations of a discrete connection are considered, and an extension of the pair groupoid composition, that takes into account the principal bundle structure, is introduced. Computational issues, such as the order of approximation, are also addressed. Discrete connections provide an intrinsic method for introducing coordinates on the reduced space for discrete mechanics, and provide the necessary discrete geometry to introduce more general discrete symmetry reduction.

In addition, discrete analogues of the Levi-Civita connection, and its curvature, are introduced by using the machinery of discrete exterior calculus, and discrete connections.

This is part of a broader program to develop discrete analogues of differential geometry which are relevant to the systematic construction of computational geometric mechanics.

Joint work with Jerrold E. Marsden (Caltech) and Alan D. Weinstein (Berkeley).

**Konstantin
Lipnikov **(Los
Alamos National Laboratory) lipnikov@t7.lanl.gov

**New
Mimetic Discretizations of Diffusion-Type Problems on Polygonal
Meshes** (poster session)

Poster
size a0:
pdf
ps

Poster size a4:**
**pdf
ps

Joint work with Yuri Kuznetsov and Mikhail Shashkov.

The determining factor for reliability, accuracy, and efficiency of simulations is accurate locally conservative discretizations. Practice experience shows that the most effective discrete approximations preserve and mimic the underlying properties of original continuum differential operators. One of such approaches, the mimetic finite difference technique based on the support-operator methodology, has been applied successfully to several applications including diffusion, electromagnetics and gas dynamics.

As mathematical modeling becomes more sophisticated, the need for discretization methods handling meshes with mixed types of elements has arisen. On this poster we present new mimetic discretizations on polygonal meshes. AMR meshes, non-matching meshes and meshes with non-convex cells are important examples of polygonal meshes.

Nowadays, a limited use of polygonal meshes is restricted by a small number of accurate discretization schemes. We describe the new mimetic discretizations for a diffusion-reaction problem formulated as a system of two first-order equations. The discretization technique results in a method which is exact for linear solutions. The method is second order accurate for general problems with or without material discontinuities and relatively easy to solve (it produces a symmetric positive definite matrix). The new discretization technique can be extended to polyhedral meshes and some other PDEs.

**Elizabeth
L. Mansfield** (University of Kent, UK) E.L.Mansfield@kent.ac.uk

**Towards
a Variational Complex of the Finite Element Method**

Slides:
pdf
ps

Exact differential complexes are important in the design of finite element approximate schemes. This poster starts with these and discusses how they may be extended to a full variational complex. The motivation is to be able to answer the question, "Can you design a finite element scheme for a system which inherits both variational principle and certain pre-selected conservation laws exactly?" This is joint work with Reinout Quispel (Latrobe University, Australia).

**Ilia
D. Mishev**
(Upstream Research Company, Exxon-Mobil) ilya.d.mishev@exxonmobil.com

**Why
Mixed Finite Elements are not used in the Petroleum Industry
and what can we do about it?** (poster
session)

Slides:
html
pdf
ps
ppt

The purpose of this poster is to invigorate the dialogue between the academia and the industry. We start with a short description of the most common formulation used in the petroleum industry to model the fluid flow in porous media and discuss what are the implications for the discretizations. One approach based on primal dual Mixed Finite element method will be considered and some examples given.

**Jim
E. Morel** (Transport
Methods Group, CCS-4, Los Alamos National Laboratory) jim@lanl.gov

**Asymptotic-Preserving Discretization Schemes **

Slides: pdf

Asymptotic limits associated with partial differential equations are limits in which certain nondimensional parameters in an equation are made small relative to other nondimensional parameters. The asymptotic solution is generally found to satisfy an equation that is much simpler than the original full equation. When the scale lengths associated with the asymptotic solution are much larger than the smallest scalelengths associated with the full equation, it becomes essential from a numerical point of view to use a discretization scheme for the full equation that preserves the asymptotic limit. An asymptoticpreserving scheme is one that yields accurate asymptotic solutions whenever the scale lengths associated with the asymptotic solution are resolved by the mesh. If a scheme is not asymptotic-preserving, accurate asymptotic solutions will be obtained only if the smallest scale lengths associated with the full equation are resolved by the mesh. Because asymptotic scale lengths can be arbitrarily larger than the smallest scale lengths of the full equation, this requirement can make asymptotic calculations prohibitively expensive for discretization schemes that are not asymptotic-preserving. We discuss spatial discretization schemes for the radiation transport equation in the asymptotic diffusion limit. The smallest spatial scale lengths associated with the transport equation are on the order of a mean-free-path (the mean-distance between particle interactions). A truncation error analysis for any consistent transport spatial discretization scheme will indicate that convergence to a smooth solution is guaranteed whenever the spatial cell widths measured in mean-free-paths go to zero. However, the scale length associated with the diffusion limit can be arbitrarily large with respect to a mean-free-path. Thus it can be essential to use asymptotic-preserving discretization schemes in highly diffusive calculations. We show that the simple upwind scheme does not preserve the asymptotic diffusion limit, while a discontinuous Galerkin scheme with a linear trial space does preserve this limit. Both theory and computational examples are presented.

**J.
David Moulton** (Los Alamos National Laboratory)
moulton@t7.lanl.gov

**Mimetic
Preconditioners for Mixed Discretizations of the Diffusion Equation
**(poster session)

Slides:
pdf

Joint work with Travis M. Austin, M. Shashkov, and Jim E. Morel.

Mixed discretizations (e.g., mimetic, or compatible) are based on the first order form, and hence, naturally lead to an indefinite linear system. Although optimal preconditioners have been developed for the case of orthogonal grids and a diagonal diffusion tensor, the performance of these methods degrades with full tensor anisotropy or severe grid distortion. Thus, a significant hurdle in the widespread adoption of these discretization methods is the lack of robust and efficient solvers for the corresponding linear system. To this end we are motivated by one specific advantage that the hybrid or local forms of mixed discretizations exhibit, namely, their more localized sparsity structure. Specifically, for the support operator method (SOM) we consider augmentation of the flux (i.e., vector unknowns) such that an appropriate ordering of the augmented flux leads to a new block diagonal system for this component. In contrast to the block diagonal structure of the hybrid system this system has blocks centered about vertices, and block elimination of the flux (i.e., formation of the Schur complement) leads to a symmetric positive definite scalar problem with a standard cell-based 9-point structure (in two dimensions). This reduced system is readily solved with existing robust multigrid methods, such as Dendy's Black Box Multigrid (BoxMG). An analogous approach is used to augment the hybrid or local SOM system and derive the equivalent preconditioner for this case. We demonstrate the effectiveness of this preconditioner for logically rectangular severely distorted grids.

**Roy
Nicolaides** (Department of Mathematical Sciences,
Carnegie Mellon University) nic@cmu.edu

**Compatible Discretizations, Covolume Algorithms and
Differential Forms **

"Compatible discretizations" have become prominent during the last few years, although they have been under development for at least 15 years. In the finite element setting they are exemplified by "edge" and related elements. Less well known are "mimetic" and "covolume" discretizations which may be considered as generalized finite difference techniques. In most compatible discretizations there are good analogs of exact sequence diagrams, ensuring the existence of analogs of vector identities that are valuable for obtaining good error estimates and reliable numerical results. The covolume approach uses "complementary volumes" to achieve compatible discretizations. The complementary volumes are typically tetrahedra and their corresponding Voronoi polyhedra. Use of these dual meshes is what distinguishes the covolume methodology from other compatible discretizations. This talk will begin with a review of the basic covolume methodology and use it to illustrate the main ideas of compatible discretization, exact sequences of spaces and so forth. Following that it will be shown how the covolume technique can be used to discretize differential forms. There is a remarkable parallel between certain operations on differential forms and the basic constructs appearing in covolume approximations. These will be discussed along with applications to partial differential equations on manifolds.

**
Blair Perot
** (Department of Engineering & Computer Science, University
of Massachusetts, Amherst) perot@ecs.umass.edu
http://www.ecs.umass.edu/mie/faculty/perot.html

**Compatible Reconstructions of Vectors and their Application
to the Navier-Stokes Equations **

Slides:
pdf
pps

Compatible spatial discretizations of partial differential equations invariably deal with vector components as the primary variables. This use of individual vector components (rather than entire vectors) is fundamental and closely tied to algebraic topology and differential forms. However, there are situations where the entire vector is required. The Navier-Stokes equations for fluid dynamics exhibit two such situations. First, the advective term in the equations requires a velocity vector to be defined. Second, the Navier-Stokes equations have certain vector conservation statements (like conservation of momentum, kinetic energy, and circulation) that one would like to construct discrete analogs for.

Since vectors are not primary quantities, their reconstruction is a numerical approximation and is not uniquely specified when compatible spatial discretizations are used. A number of different vector reconstruction proposals for both structured and unstructured meshes in 2D and 3D are described. The relationship between these reconstructions is explored along with the resulting conservation properties (when they are known to exist). We develop a unified framework in which vector reconstruction is associated with discrete averaging operators, and where compatible vector reconstructions (with conservation statements) have averaging operators which commute with the discrete differential operators and are closely related to them.

This work has application even when vectors are not explicitly required (such as in electromagnetics, elasticity, and Stokes flow). Discrete Hodge star operators with attractive properties can be constructed from compatible vector reconstruction operators (due to the fact that they commute with the differential operators) even when an explicit vector is never required to solve the equations.

**Ilaria
Perugia** (Dipartimento di Matematica, Università
di Pavia) perugia@dimat.unipv.it
http://www-dimat.unipv.it/~perugia

Joint work with Paul Houston and D. Schoetzau.

**Discontinuous
Galerkin Methods for Maxwell's Equations in Frequency-Domain**
(poster session)

Slides:
pdf

We present recent work on discontinuous Galerkin (DG) methods for the discretization of the Maxwell equations in frequency-domain, based on employing the interior penalty discretization of the curl-curl operator. Direct and mixed methods will be considered for both low-frequency and high-frequency regimes. The performance of the proposed DG methods for Maxwell problems will be demonstrated on a series of model problems with both smooth and singular analytical solutions. Our theoretical and numerical results indicate that DG methods provide viable alternatives to classical conforming edge element discretization schemes.

**Robert
N. Rieben**
(Institute for Scientific Computing Research, Lawrence Livermore
National Laboratory) rieben1@llnl.gov
http://www.llnl.gov/casc/people/rieben

**High
Order Symplectic Integration Methods for Finite Element Solutions
to Time Dependent Maxwell Equations** (poster
session)

Slides:
html
pdf
ps
ppt

We motivate the use of high order integration methods for compatible finite element solutions of the time dependent Maxwell equations. In particular, we present a symplectic algorithm for the integration of the coupled first order Maxwell equations for computing the time dependent electric and magnetic fields in a mixed finite element approach. Symplectic methods have the benefit of conserving total electromagnetic field energy and are therefore preferred over dissipative methods (such as traditional Runge-Kutta) in applications that require high-accuracy and energy conservation over long periods of time integration. We present a conditionally stable, explicit time integration scheme that is up to 5th order accurate along with some numerical examples which demonstrate the superior performance of high order time integration methods.

**Beatrice
Riviere** (Department of Mathematics, University
of Pittsburgh) riviere@euler.math.pitt.edu
http://www.math.pitt.edu/~riviere

**Two-Phase
Flow Modeling** (poster session)

This poster presents a high order finite element method that naturally handles unstructured meshes and heterogeneous porous media for solving the incompressible two-phase flow problem. In the proposed algorithm, the primary variables are the wetting phase pressure and saturation. They are approximated by discontinuous polynomials of varying degree. The flexibility of discontinuous Galerkin methods has made these methods competitive for modeling flow and transport problems. Some of the advantages include the high order approximation, the easy implementation on unstructured grids, the robustness of the method for equations with discontinuous coefficients and the local mass conservation property. Numerical simulations are given for homogeneous and heterogeneous porous media.

**Allen
C. Robinson**
(Sandia National Laboratories) acrobin@sahp5513.sandia.gov

**Compatible
Discretizations in Lagrangian/Eulerian Resistive MHD Modeling
for Z-pinch Applications **(poster
session)

Slides:
pdf

We give an overview of the use of compatible discretization techniques used in resistive magnetohydrodynamic (MHD) modeling for Z-pinch simulations at Sandia National Laboratories. Z-pinch MHD physics is dominated by moving material regions whose conductivity properties vary drastically as material passes through melt and plasma regimes. At the same time void regions are modeled as regions of very low conductivity. This challenging physical situation requires a sophisticated modeling approach matched by sufficient computational resources to make progress in physical understanding. An Arbitrary-Lagrangian-Eulerian (ALE) operator split methodology for modeling the MHD equations on unstructured grids is described. An implicit treatment of the magnetic diffusion equation, represented using low order vector edge and face elements, gives solutions free from parasitic transients. A matching algebraic multigrid must also be applied to deal with the large null space of the stiffness matrix. We also discuss the important isssue of constrained transport remapping on unstructured grids and how this can be viewed in the framework of low order face elements. An important issue to be resolved associated with the constrained transport algorithm is the accurate reconstruction of the magnetic flux density field given information on the fluxes on element faces.

Sandia is a multiprogram laboratory operated by Sandia Corporation, a Lockheed Martin Company, for the United States Department of Energy's National Nuclear Security Administration under contract DE-AC04-94AL85000.

**Thomas
F. Russell** (Division of Mathematical Sciences, National
Science Foundation) thomas.russell@cudenver.edu
http://www-math.cudenver.edu/~trussell/

**Relationships Among Some Locally Conservative Discretization
Methods Which Handle Discontinuous Anisotropic Coefficients
on Deformed Grids **

Slides:
pdf

This talk presents the relationships between some numerical methods suitable for a heterogeneous elliptic equation of the form - div (K(x) grad p) = q, motivated by applications to subsurface flow (pressure or potential) equations. The methods discussed are the classical Raviart-Thomas mixed finite element method (MFEM), the control-volume mixed finite element method (CVMFEM), the support operators method (SOM), the enhanced cell-centered finite difference method (ECCFDM), and the multi-point flux-approximation (MPFA) control volume method. These methods are all locally mass conservative, and handle general irregular grids with anisotropic and heterogeneous discontinuous conductivity K(x). In addition to this, the methods have in common a weak continuity in the pressure across the edges, which in some cases corresponds to Lagrange multipliers. This weak continuity appears to be an essential property for the accuracy of these methods.

While the methods are applicable in two and three dimensions, the details of the above relationships are presented for logically rectangular quadrilateral grids in 2D. Issues of deformed grids are substantially more complex in 3D. An example (Naff, Russell, and Wilson, Computational Geosciences, 2002) is presented in which the Piola-transformed lowest-order Raviart-Thomas spaces fail to contain the constant-velocity vector fields for a hexahedron that is a trilinear image of a reference cube.

This represents joint work with R.A. Klausen and R. Winther of the University of Oslo, Norway.

**Rolf
Schuhmann**
(Technische Universität Darmstadt, Institut für Theorie Elektromagnetischer
Felder (TEMF)) schuhmann@temf.tu-darmstadt.de

Slides: pdf

Joint work with Marco Cinalli and Thomas Weiland.

Geometrical methods for the spatial discretization of Maxwell's equation are able to preserve important properties, like the conservation of charge and energy and the orthogonality of solution spaces. The Finite Integration Technique (FIT) provides for a natural and efficient notation of such approaches, introducing separate matrix operators for (exact) topological and (approximate) material relations. The implementation of the material operators strongly depends on the type of computational grids, but must generally fulfill important consistency and stability properties. In this paper we investigate the accuracy and efficiency of some recently developed material operators for tetrahedral grids. Additionally it will be shown that the requirement for consistency leads to some surprising consequences for the overall simulation scheme.

**Mikhail
Shashkov** (Theoretical Division, Los Alamos National
Laboratory) shashkov@lanl.gov
http://cnls.lanl.gov/~shashkov

**Mimetic Finite Difference Methods for Partial Differential
Equations and Discrete Vector and Tensor Analysis **

Slides:
pdf

In past 10 years we have developed new high-quality, mimetic finite-difference methods based on discrete analog of vector and tensor analysis (DVTA). The basis of DVTA is the design of discrete operators that preserve certain essential properties of, and relationships between, the corresponding analytic operators. The DVTA is the basis for new techniques for large-scale numerical simulations approximating the solution of partial differential equations (PDEs). The new methods provide a significant extension of the well known and useful finite volume methods and are designed to more faithfully represent important properties of physical processes and the continuum mathematical models of such processes. Algorithms based on these techniques are used for modeling high-speed flows, porous media flows, diffusion processes, and electromagnetic problems. In this presentation we will describe DVTA and demonstrate how it can be used to construct high-quality finite-difference methods for PDEs.

**Rajen
Kumar Sinha**
(Institute for Scientific Computation, Texas A&M University)
rsinha@lechery.isc.tamu.edu

**Finite
Volume Element Methods for Parabolic Integro-Differential Equation
with Nonsmooth Initial Data **(poster
session)

Paper:
pdf

Joint work with R. D. Lazarov and R. E. Ewing.

Mathematical
models describing the nonlocal reactive flows in porous media
and heat conduction through materials with memory give rise
to parabolic integro-differential equation. We present a semidiscrete
finite volume element(FVE) approximations to parabolic integro
differential equation(PIDE) in a two-dimensional convex polygonal
domain. More precisely, for homogeneous equation, an elementary
energy technique is used to derive optimal error estimate in
L^{2} and H^{1} norms for positive time when
the given initial function is in H_{0}^{1}.

**Eitan
Tadmor** (Center for Scientific Computation And Mathematical
Modeling (CSCAMM), University of Maryland, College Park) tadmor@cscamm.umd.edu
or tadmor@math.umd.edu
http://www.cscamm.umd.edu/~tadmor/

**Entropy Stability Theory For Difference Approximations
of Quasilinear Problems**

Slides:
pdf

We provide a general overview on the entropy stability of difference approximations in the context of quasilinear conservation laws, and related time-dependent problems governed by additional dissipative and dispersive forcing terms.

As our main tool we use a comparison principle, comparing the entropy production of a given scheme against properly chosen entropy-conservative schemes. To this end, we introduce closed-form expressions for new (families) of new entropy-conservative schemes, keeping the 'perfect differencing' of the underlying differential form. In particular, entropy stability is enforced on rarefactions while keeping sharp resolution of shock discontinuities.

A comparison with the numerical viscosities associated with these entropy-conservative schemes provides a useful framework for the construction and analysis of existing and new entropy stable scheme. We employ this framework for a host of first- and second-order accurate schemes. The comparison approach yields precise characterizations of entropy stable semi-discrete schemes for both scalar problems and multi-dimensional systems of equations. We extend these results to the fully discrete case, where the question of stability is settled under optimal CFL conditions using a complementary approach based on homotopy arguments.

**Jean-Marie
Thomas** (Applied Mathematics, University of Pau,
France) Jean-Marie.Thomas@univ-pau.fr

**Finite
Element Methods for Non-elliptic but Coercive Problems**
(poster session)

a(u,v) - k

where (.,.) is the scalar product of an Hilbert space H, V is an Hilbert space with continuous imbedding of V into H and V is dense in H, a(.,.) is a symmetric non-negative continuous bilinear form on V x H such that a(.,.) + (.,.) is V-elliptic. Moreover we assume that k 2 is not an eigenvalue of the associated spectral problem. By the finite element method, the discrete problem associated to a finite dimensional subspace of V consists to find uh in Vh such that

a(uh,vh) - k

One look for an optimal a priori error bound similar to the Céa Lemma for elliptic problems. In some situations, this result is obtained as soon as h is sufficiently small. In the other situations, we show what additional property must verify V

Applications to the analysis of some time-harmonic systems from elastodynamics , aeroacoustics and electromagnetism will be presented. At last, primal and dual finite element approximations of the Helmholtz equation will be considered.

**Jukka
Tuomela**
(Department of Mathematics, University of Joensuu) jukka.tuomela@joensuu.fi

**Formal
Theory of PDEs and simulation of Fluid Flows** (poster
session)

Poster size a0: imaposteri.pdf
imaposteri.ps

Poster size a4: imaposteria4.pdf imaposteria4.ps

Joint work with Bijan Mohammadi.

In many physical models there appear constraints or conserved quantities which make the system essentially overdetermined. We propose a ne w approach to solve numerically these kind of systems of PDEs which is based on the formal theory of PDEs. The idea is to find the involut ive form of the system, and use it explicitly in the computations. The involutive form is important because many properties of the system cannot be determined if the system is not involutive. We illustrate our approach by considering a compressible flow problem.

**Mary
Fanett Wheeler** (Institute for Computational Engineering
and Sciences (ICES), The University of Texas at Austin) mfw@ices.utexas.edu

**Coupling of MFE or Mimetic Finite Differences with Discontinuous
Galerkin for Poro-Elasticity **

Slides:
html
pdf
ps
ppt

In this presentation we discuss the modeling of Biot's consolidation model for poro-elasticity in porous media. Here we employ a mixed finite element or a mimetic finite difference method for approximating the pore pressure and a discontinuous Galerkin method for approximating displacements. This approach yields a locally conservative flow field and continuous numerical fluxes and forces. Moreover numerical eperiments indicate that the pore pressure is non-oscillatory even in low permeability regions. Theoretical error estimates and computational results will be presented to demonstrate this scheme.

**Daniel
A. White** (Center for Applied Scientific Computing,
Lawrence Livermore National Laboratory) white37@llnl.gov
http://www.llnl.gov/CASC/people/white/

**Development and Application of Compatible Discretizations
of Maxwell's Equations**

Slides:
pdf

This talk will be an overview of a variety of electromagnetics problems that are of interest to LLNL, and of the numerical methods that have been developed to solve these problems. We will briefly discuss the history of Finite Difference Time Domain methods Discrete Surface Integral methods, and Discrete Differential Form based Finite Element Methods. Our current research efforts are in the area of higher-order finite elements, higher-order time integration, and hybrid finite element boundary element simulations, and we will present recent results in these areas. Applications that we are applying these algorithms to include: photonic bandgap structures, linear accelerators, wave propagation in random environments, and microwave circuits.

This represents joint work with Joe Koning and Rob Rieben.

**Ragnar
Winther** (Centre of Mathematic for Applications, University
of Oslo, Norway) rwinther@ifi.uio.no

**From the de Rham Sequence to Mixed Elasticity **

Slides:
pdf

There have been many attempts during the past four decades to construct stable mixed finite elements for the Hellinger-Reissner formulation of linear elasticity, i.e., the stress-displacement formulation. Unfortunately, these efforts have not been as successful as expected. There is now renewed interest in this topic due to applications of mixed models in areas such as viscoelasticity, where the stress-strain relation may be nonlocal, and, as a consequence, a pure displacement model is excluded. In this talk, we first explain why the condition of symmetry of the stress tensor makes it difficult to construct stable, low order, mixed finite elements for elasticity. By introducing a proper commuting diagram, we establish a connection between the standard de Rham sequence and a corresponding "elasticity sequence." Utilizing discrete versions of this connection, we are then able to construct new stable elements in two and three space dimensions, which satisfy either the usual symmetry condition or a weak version of this condition.

This represents joint work with Douglas N. Arnold, Univ. of Minnesota and Richard S. Falk, Rutgers University.

**Ivan
Yotov** (Department of Mathematics, University of Pittsburgh)
yotov@math.pitt.edu
http://zeus.math.pitt.edu/~yotov/

**Superconvergence in Some Locally Conservative Discretization
Methods **

Slides:
pdf

Mixed finite element methods (MFEM), control-volume mixed finite element methods (CVMFEM), and mimetic finite difference methods (MFDM) are locally mass conservative discretization methods that perform well on diffusion-type problems with rough grids and coefficients. All methods provide accurate approximations of both the scalar variable (pressure) and its flux (velocity). Each method has advantages and disadvantages, which will be discussed. MFEM are naturally formulated as variational methods. CVMFEM were originally developed as finite volume methods, while MFDM are based on discrete operators that preserve critical properties of the differential operators. More recently, CVMFEM and MFDM have been formulated as variational methods and shown to be related to MFEM. We discuss how these relationships can be employed to establish superconvergence for CVMFEM and MFDM in both pressure and velocity. Extensions of these results to mortar discretizations on non-matching grids will also be discussed.

This talk reports on joint work with Markus Berndt, Konstantin Lipnikov, and Misha Shashkov, LANL, Tom Russell, University of Colorado Denver, and Mary Wheeler, University of Texas at Austin.