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A review of algebraic multigrid

by K. Stüben , 2001
"... Since the early 1990s, there has been a strongly increasing demand for more efficient methods to solve large sparse, unstructured linear systems of equations. For practically relevant problem sizes, classical one-level methods had already reached their limits and new hierarchical algorithms had to b ..."
Abstract - Cited by 347 (11 self) - Add to MetaCart
to be developed in order to allow an efficient solution of even larger problems. This paper gives a review of the first hierarchical and purely matrix-based approach, algebraic multigrid (AMG). AMG can directly be applied, for instance, to efficiently solve various types of elliptic partial differential equations

The Immersed Interface Method for Elliptic Equations with Discontinuous Coefficients and Singular Sources

by Randall J. Leveque, Zhilin Li - SIAM J. Num. Anal , 1994
"... Abstract. The authors develop finite difference methods for elliptic equations of the form V. ((x)Vu(x)) + (x)u(x) f(x) in a region in one or two space dimensions. It is assumed that gt is a simple region (e.g., a rectangle) and that a uniform rectangular grid is used. The situation is studied in wh ..."
Abstract - Cited by 273 (31 self) - Add to MetaCart
itself across F is allowed. It is shown that it is possible to modify the standard centered difference approximation to maintain second order accuracy on the uniform grid even when F is not aligned with the grid. This approach is also compared with a discrete delta function approach to handling singular

Elliptic and parabolic second-order PDEs with growing coefficients

by N. V. Krylov, E. Priola
"... Abstract. We consider a second-order parabolic equation in R d+1 with possibly unbounded lower order coefficients. All coefficients are assumed to be only measurable in the time variable and locally Hölder continuous in the space variables. We show that global Schauder estimates hold even in this ca ..."
Abstract - Cited by 18 (4 self) - Add to MetaCart
Abstract. We consider a second-order parabolic equation in R d+1 with possibly unbounded lower order coefficients. All coefficients are assumed to be only measurable in the time variable and locally Hölder continuous in the space variables. We show that global Schauder estimates hold even

Implicit-Explicit Methods For Time-Dependent PDEs

by Uri M. Ascher, Steven J. Ruuth, Brian T. R. Wetton - SIAM J. NUMER. ANAL , 1997
"... Implicit-explicit (IMEX) schemes have been widely used, especially in conjunction with spectral methods, for the time integration of spatially discretized PDEs of diffusion-convection type. Typically, an implicit scheme is used for the diffusion term and an explicit scheme is used for the convection ..."
Abstract - Cited by 178 (6 self) - Add to MetaCart
Implicit-explicit (IMEX) schemes have been widely used, especially in conjunction with spectral methods, for the time integration of spatially discretized PDEs of diffusion-convection type. Typically, an implicit scheme is used for the diffusion term and an explicit scheme is used

Numerical Linear Algebra with Applications, Vol. 4(5), 369–391 (1997) A Nearly Optimal Preconditioning based on Recursive Red–black Orderings

by Yvan Notay, Zakaria Ould Amar
"... Considering matrices obtained by the application of a five-point stencil on a 2D rectangular grid, we analyse a preconditioning method introduced by Axelsson and Eijkhout, and by Brand and Heinemann. In this method, one performs a (modified) incomplete factorization with respect to a so-called ‘repe ..."
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-called ‘repeated ’ or ‘recursive ’ red– black ordering of the unknowns while fill-in is accepted provided that the red unknowns in a same level remain uncoupled. Considering discrete second order elliptic PDEs with isotropic coefficients, we show that the condition number is bounded by �(n 1 2 log2 (√5−1) ) where

Quadratic Spline Collocation Methods for Systems of Elliptic PDEs

by Christina C. Christara, Kit Sun Ng , 2001
"... We consider Quadratic Spline Collocation (QSC) methods for solving systems of two coupled linear second-order PDEs in two dimensions. The system of PDEs is treated as one entity; no decoupling is applied. Optimal order approximation to the solution is obtained, in the sense that the convergence orde ..."
Abstract - Cited by 4 (2 self) - Add to MetaCart
We consider Quadratic Spline Collocation (QSC) methods for solving systems of two coupled linear second-order PDEs in two dimensions. The system of PDEs is treated as one entity; no decoupling is applied. Optimal order approximation to the solution is obtained, in the sense that the convergence

Discretization and Solution of Elliptic PDEs-A Digital Signal Processing Approach

by C. -c. Jay Kuo, Bernard C, Senior Member
"... A digital signal processing (DSP) approach is used to study numerical methods for discretizing and solving linear elliptic par-tial differential equations (PDEs). Whereas conventional PDE anal-ysis techniques rely on matrix analysis and on a space-domain point of view to study the performance of sol ..."
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A digital signal processing (DSP) approach is used to study numerical methods for discretizing and solving linear elliptic par-tial differential equations (PDEs). Whereas conventional PDE anal-ysis techniques rely on matrix analysis and on a space-domain point of view to study the performance

NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS Numer. Linear Algebra Appl., 5, 441–459 (1998) Optimal V-cycle Algebraic Multilevel Preconditioning

by Yvan Notay
"... We consider algebraic multilevel preconditioning methods based on the recursive use of a 2 × 2 block incomplete factorization procedure in which the Schur complement is approximated by a coarse grid matrix. As is well known, for discrete second-order elliptic PDEs, optimal convergence properties are ..."
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We consider algebraic multilevel preconditioning methods based on the recursive use of a 2 × 2 block incomplete factorization procedure in which the Schur complement is approximated by a coarse grid matrix. As is well known, for discrete second-order elliptic PDEs, optimal convergence properties

Bose-Einstein Condensation in a Gas of Sodium Atoms

by K B Davis , M.-O Mewes , M R Andrews , N J Van Druten , D S Durfee , D M Kurn , W Ketterle , 1995
"... We have observed Bose-Einstein condensation of sodium atoms. The atoms were trapped in a novel trap that employed both magnetic and optical forces. Evaporative cooling increased the phase-space density by 6 orders of magnitude within seven seconds. Condensates contained up to 5 3 10 5 atoms at dens ..."
Abstract - Cited by 282 (6 self) - Add to MetaCart
We have observed Bose-Einstein condensation of sodium atoms. The atoms were trapped in a novel trap that employed both magnetic and optical forces. Evaporative cooling increased the phase-space density by 6 orders of magnitude within seven seconds. Condensates contained up to 5 3 10 5 atoms

Application of Bi-CGSTAB to discretized coupled PDEs

by Paul M. de Zeeuw
"... Aversion of the Bi-CGSTAB method is applied for solving the linear systems that typically occur when applying the Newton method to a discretized set of coupled elliptic partial di#erential equations in two dimensions. The Incomplete Line LU decomposition is generalized for the case of coupled equ ..."
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set of coupled second order elliptic partial di#erential equations #PDEs# in two dimensions....
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