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Multigrid Methods and Applications Paul Heckbert Computer Science Department Carnegie Mellon University Overview What is the multigrid method? High level survey of ...
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methods
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heckbert
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carnegie
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overview
level
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Multigrid Methods Multigrid methods Multigrid Methods Multigrid Methods Coarse grid correction Compute defect on fine grid. Restrict defect to coarse grid.
... Technology Unstructured meshes initially confined to FE community CFD Discretizations based on directional splitting Line relaxation (ADI) solvers Structured Multigrid ...
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technology
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structured
A first Multigrid algorithm Kaczmarcz’s Projection method Kaczmarcz’s Projection method This method is equivalent to solving with with the Gauss-seidel ...
Evaluation of Fast Electrostatics Algorithms Alice N. Ko and Jesús A. Izaguirre with Thierry Matthey Department of Computer Science and Engineering
Evaluation_Fast_Elect_CSE03.ppt - Search
evaluation
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alice
izaguirre
thierry
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Jacobi, Successive over-relaxation (SOR) , Conjugate Gradient (CG), Multigrid,... Most have sparse-matrix-vector multiplication in kernel. Eigenproblems Future lectures ...
... we have a finest level M(1) with N by N points (in 2D) Then the k’th coarsest approximation M(k) to this has N/2k by N/2k points One way to think about Multigrid is ...
A Multigrid Solver for Boundary Value Problems Using Programmable Graphics Hardware
... log N N N Conj.Gradients N3/2 N1/2 *log N N N Red/Black SOR N3/2 N1/2 N N Sparse LU N3/2 (N2) N1/2 N*log N (N4/3) N FFT N*log N log N N N Multigrid N log2 ...
Two-Dimensional Phase Unwrapping Joint works (one each) with Gregory Dardyk Reuven Bar-Yehuda Iddit Shalem Phase Unwrapping Application Used in coherent signal ...
... convergence in N steps for an N by N system) Some disadvantages: Explicit representation of the matrix is probably necessary Applies only to SPD matrices Multigrid ...
pde.ppt - Search
convergence
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Title: Multigrid Solvers Author: Jonathan Hu Last modified by: jhu Created Date: 7/20/2004 11:02:30 PM Document presentation format: On-screen Show
H-P Adaptivity Flexible approach to use higher order where beneficial Incorporate hp-Multigrid with hp Adaptivity Extend to: 3D Viscous Unsteady Dynamic Meshes Clarkson ...
boeing.2005.ppt - Search
adaptivity
flexible
approach
higher
order
where
beneficial
incorporate
extend
viscous
unsteady
dynamic
clarkson
Multigrid slowdown due to coarse grid communication ~3TFlops on 2008 cpus NSU3D Scalability Best convergence with 6 level multigrid scheme Importance of fastest overall ...
Motivation Structured Grids Relatively simple geometries Algebraic – Elliptic – Hyperbolic methods Line relaxation solvers Structured Multigrid ...
Fast_Adaptive_Hybrid_Mesh_Generation_Based_on_Quad-tree.ppt - Search
motivation
grids
relatively
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geometries
algebraic
elliptic
hyperbolic
Direct solution Gauss elimination Iterative methods General iterative procedure Example of iterative procedure The overrelaxation method Multigrid methods An iterative ...
... functions multiscale All ingredients are combined an a global Energy Minimization approach This difficult global optimization can be done very fast using Multigrid ...
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functions
multiscale
ingredients
combined
global
energy
minimization
difficult
optimization
using
... Strain in epitaxial systems Leads to structure Quantum dots and their arrays Strain model Lattice statics model Lattice mismatch Numerical methods Algebraic multigrid ...
A Current Overview of the Trilinos Project Jonathan Hu Tenth Copper Mountain Conference on Iterative Methods Monday, April 7th, 2008 SAND#2008-2511 C
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current
trilinos
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jonathan
tenth
copper
mountain
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iterative
april
2008-2511
Trade-off between load balancing of fibers and minimizing communication Distribute data structures useful Need a scalable elliptic solver Working on multigrid and others ...
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