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Efficient Eigensolvers for Large-scale Electronic Nanostructure Calculations PowerPoint PPT Presentation
Efficient Eigensolvers for Large-scale Electronic Nanostructure Calculations - Efficient Eigensolvers for Large-scale Electronic Nanostructure Calculations _____ Stanimire Tomov1 Andrew Canning2, Jack ...
Efficient Eigensolvers for Large-scale Electronic Nanostructure Calculations _____ Stanimire Tomov1 Andrew Canning2, Jack ...
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Symmetric Eigensolvers in Sca/LAPACK PowerPoint PPT Presentation
Symmetric Eigensolvers in Sca/LAPACK - Divide-and-conquer (STEDC): all eigenvectors, faster than the the previous two ... PDSYEVD: parallel divide and conquer (F. Tisseur) PDSYEVR: MRRR (C. V mel) ...
Divide-and-conquer (STEDC): all eigenvectors, faster than the the previous two ... PDSYEVD: parallel divide and conquer (F. Tisseur) PDSYEVR: MRRR (C. V mel) ...
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Eigensolvers for analysis of microarray gene expression data PowerPoint PPT Presentation
Eigensolvers for analysis of microarray gene expression data - A typical goal is Finding Gene Networks, i.e., groups of genes that change ... can then be performed to confirm the discovered regulatory network biologically. ...
A typical goal is Finding Gene Networks, i.e., groups of genes that change ... can then be performed to confirm the discovered regulatory network biologically. ...
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The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev PowerPoint PPT Presentation
The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev - Motivation for new Sca/LAPACK. Challenges (or research opportunities...) Goals of new Sca/LAPACK ... van de Geijn/Quintana-Orti, Howell / Fulton, Bischof / Lang ...
Motivation for new Sca/LAPACK. Challenges (or research opportunities...) Goals of new Sca/LAPACK ... van de Geijn/Quintana-Orti, Howell / Fulton, Bischof / Lang ...
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Technologies and Tools for High-Performance Distributed Computing PowerPoint PPT Presentation
Technologies and Tools for High-Performance Distributed Computing - Some uses of TOPS solver software. TOPS posters: what to find Tues. aft. ... reporting here; please see our eight posters Tue. and seven 2-pagers on-line ...
Some uses of TOPS solver software. TOPS posters: what to find Tues. aft. ... reporting here; please see our eight posters Tue. and seven 2-pagers on-line ...
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The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev PowerPoint PPT Presentation
The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev - For all linear algebra problems. For all matrix structures. For all data types ... Only get 'matrix close to singular' message when answer wrong? Extends to ...
For all linear algebra problems. For all matrix structures. For all data types ... Only get 'matrix close to singular' message when answer wrong? Extends to ...
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Global Optimization: For Some Problems, There PowerPoint PPT Presentation
Global Optimization: For Some Problems, There - Title: PowerPoint Presentation Author: ddunlavy Last modified by: Danny Dunlavy Created Date: 4/30/2004 12:03:28 PM Document presentation format: On-screen Show
Title: PowerPoint Presentation Author: ddunlavy Last modified by: Danny Dunlavy Created Date: 4/30/2004 12:03:28 PM Document presentation format: On-screen Show
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Parallel Sparse Operations in Matlab: Exploring Large Graphs PowerPoint PPT Presentation
Parallel Sparse Operations in Matlab: Exploring Large Graphs - Parallel Sparse Operations in Matlab: Exploring Large Graphs John R. Gilbert University of California at Santa Barbara Aydin Buluc (UCSB) Brad McRae (NCEAS)
Parallel Sparse Operations in Matlab: Exploring Large Graphs John R. Gilbert University of California at Santa Barbara Aydin Buluc (UCSB) Brad McRae (NCEAS)
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SciDAC Accelerator Modeling Project Kwok Ko and Robert D. Ryne SciDAC PI meeting Charleston, South C PowerPoint PPT Presentation
SciDAC Accelerator Modeling Project Kwok Ko and Robert D. Ryne SciDAC PI meeting Charleston, South C - OSIRIS, VORPAL, QuickPIC, UPIC. IMPACT code suite User-Map ... Modeling a Plasma Wakefield Accelerator with added realism in full 3D models (OSIRIS, VORPAL) ...
OSIRIS, VORPAL, QuickPIC, UPIC. IMPACT code suite User-Map ... Modeling a Plasma Wakefield Accelerator with added realism in full 3D models (OSIRIS, VORPAL) ...
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A Report on the ACTS Toolkit (acts-support@nersc.gov) PowerPoint PPT Presentation
A Report on the ACTS Toolkit (acts-support@nersc.gov) - Title: No Slide Title Author: Osni Marques Last modified by. Created Date: 3/17/1999 12:47:52 AM Document presentation format: On-screen Show Other titles
Title: No Slide Title Author: Osni Marques Last modified by. Created Date: 3/17/1999 12:47:52 AM Document presentation format: On-screen Show Other titles
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From electrons to photons: Quantum-inspired modeling in nanophotonics PowerPoint PPT Presentation
From electrons to photons: Quantum-inspired modeling in nanophotonics - a common approach: least-squares fit of spectrum. fit to: Fits and Uncertainty ... near-impossible 6-parameter nonlinear fit (too many local minima to converge ...
a common approach: least-squares fit of spectrum. fit to: Fits and Uncertainty ... near-impossible 6-parameter nonlinear fit (too many local minima to converge ...
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Computational%20Photonics:%20Frequency%20and%20Time%20Domain%20Methods PowerPoint PPT Presentation
Computational%20Photonics:%20Frequency%20and%20Time%20Domain%20Methods - Computational Photonics: Frequency and Time Domain Methods Steven G. Johnson MIT Applied Mathematics
Computational Photonics: Frequency and Time Domain Methods Steven G. Johnson MIT Applied Mathematics
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Linear Algebra on GPUs PowerPoint PPT Presentation
Linear Algebra on GPUs - Run vectorized loops on the GPU, rest (least work) on the CPU. Autotune to decide optimal redundancy and when involve CPU ... LAPACK does 50% of work is in BLAS1/BLAS2 ...
Run vectorized loops on the GPU, rest (least work) on the CPU. Autotune to decide optimal redundancy and when involve CPU ... LAPACK does 50% of work is in BLAS1/BLAS2 ...
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The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev PowerPoint PPT Presentation
The Future of LAPACK and ScaLAPACK www.netlib.org/lapack-dev - Opportunities and demands of new architectures, programming languages. New releases planned (NSF support) Your feedback desired. www.netlib.org/lapack-dev ...
Opportunities and demands of new architectures, programming languages. New releases planned (NSF support) Your feedback desired. www.netlib.org/lapack-dev ...
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XT3 Optimization Scientific Libraries PowerPoint PPT Presentation
XT3 Optimization Scientific Libraries - Purpose of a scientific library is to provide highly tuned versions of common ... LUx=b with single precision but keep a copy of A in double precision ...
Purpose of a scientific library is to provide highly tuned versions of common ... LUx=b with single precision but keep a copy of A in double precision ...
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T7/High Performance Computing PowerPoint PPT Presentation
T7/High Performance Computing - Accelerators are Crucial to Scientific Discoveries in High Energy Physics, ... Beam lithography. Transmutation of waste. Accelerator-driven energy production ...
Accelerators are Crucial to Scientific Discoveries in High Energy Physics, ... Beam lithography. Transmutation of waste. Accelerator-driven energy production ...
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Computational Photonics: Frequency and Time Domain Methods PowerPoint PPT Presentation
Computational Photonics: Frequency and Time Domain Methods - run 'numerical experiment' to simulate E(x, t), H(x, t) Frequency-domain linear response ... Limit range of k: irreducible Brillouin zone. 2 ...
run 'numerical experiment' to simulate E(x, t), H(x, t) Frequency-domain linear response ... Limit range of k: irreducible Brillouin zone. 2 ...
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Computer Science Colloquium PowerPoint PPT Presentation
Computer Science Colloquium - ?i is a function of space (r)...in particular it is determined by ... 'algebraic' eigenvalue problem when we discretize i w.r.t. space (r) ...
?i is a function of space (r)...in particular it is determined by ... 'algebraic' eigenvalue problem when we discretize i w.r.t. space (r) ...
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An Overview of Anasazi November 2nd, 2:153:15pm Chris Baker Ulrich Hetmaniuk Rich Lehoucq Heidi Thor PowerPoint PPT Presentation
An Overview of Anasazi November 2nd, 2:153:15pm Chris Baker Ulrich Hetmaniuk Rich Lehoucq Heidi Thor - An Overview of Anasazi. November 2nd, 2:15-3:15pm. Chris Baker. Ulrich Hetmaniuk. Rich Lehoucq ... Velocity field magnitude averaged from 2200-7200 sec ...
An Overview of Anasazi. November 2nd, 2:15-3:15pm. Chris Baker. Ulrich Hetmaniuk. Rich Lehoucq ... Velocity field magnitude averaged from 2200-7200 sec ...
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Parallel PowerPoint PPT Presentation
Parallel - High-Performance Grid Computing and Research Networking Concurrent Computers Instructor: S. Masoud Sadjadi http://www.cs.fiu.edu/~sadjadi/Teaching/
High-Performance Grid Computing and Research Networking Concurrent Computers Instructor: S. Masoud Sadjadi http://www.cs.fiu.edu/~sadjadi/Teaching/
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Combinatorial and algebraic tools for multigrid PowerPoint PPT Presentation
Combinatorial and algebraic tools for multigrid - ... Science. Aladdin Lamps 05. Overview. Quick definitions ... School of Computer Science. Aladdin Lamps 05. quick definitions. Given a graph G, with weights wij ...
... Science. Aladdin Lamps 05. Overview. Quick definitions ... School of Computer Science. Aladdin Lamps 05. quick definitions. Given a graph G, with weights wij ...
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Numerical%20Computations%20and%20Random%20Matrix%20Theory PowerPoint PPT Presentation
Numerical%20Computations%20and%20Random%20Matrix%20Theory - Linear Algebra Randomness !!! 10/31/09. 42. Mops (Dumitriu etc.) Symbolic. 10/31/09 ... Open Problems. The distribution for general beta ...
Linear Algebra Randomness !!! 10/31/09. 42. Mops (Dumitriu etc.) Symbolic. 10/31/09 ... Open Problems. The distribution for general beta ...
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MDSteer: Steerable and Progressive Multidimensional Scaling PowerPoint PPT Presentation
MDSteer: Steerable and Progressive Multidimensional Scaling - [A Global Geometric Framework for Nonlinear Dimensionality Reduction. ... Laplacian Eigenmaps [Belkin 03] many other approaches. self-organizing maps [Kohonen 95] ...
[A Global Geometric Framework for Nonlinear Dimensionality Reduction. ... Laplacian Eigenmaps [Belkin 03] many other approaches. self-organizing maps [Kohonen 95] ...
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Parallel Methods for Nano/Materials Science Applications PowerPoint PPT Presentation
Parallel Methods for Nano/Materials Science Applications - Computational Research Division LBNL & UC Davis, Applied Science Dept. ... Ab initio Method: Density Functional Theory (Kohn 98 Nobel Prize) ...
Computational Research Division LBNL & UC Davis, Applied Science Dept. ... Ab initio Method: Density Functional Theory (Kohn 98 Nobel Prize) ...
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Technologies and Tools for HighPerformance Distributed Computing PowerPoint PPT Presentation
Technologies and Tools for HighPerformance Distributed Computing - Not just algorithms, but vertically integrated software suites ... Multirate. requiring fully or semi-implicit in time solvers. Multiscale ...
Not just algorithms, but vertically integrated software suites ... Multirate. requiring fully or semi-implicit in time solvers. Multiscale ...
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Global Optimization: For Some Problems, Theres HOPE Daniel M. Dunlavy University of Maryland, Colleg PowerPoint PPT Presentation
Global Optimization: For Some Problems, Theres HOPE Daniel M. Dunlavy University of Maryland, Colleg - University of Maryland, College Park. Applied Mathematics and Scientific ... Quaternion-based Jacobi-like methods. RF circuit design efficient DAE solvers ...
University of Maryland, College Park. Applied Mathematics and Scientific ... Quaternion-based Jacobi-like methods. RF circuit design efficient DAE solvers ...
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Parallel PowerPoint PPT Presentation
Parallel - ... Ironic because none of today s MPPs are SIMD SMPs ... Parallel computer system comprising an integrated ... so that power consumption is low ...
... Ironic because none of today s MPPs are SIMD SMPs ... Parallel computer system comprising an integrated ... so that power consumption is low ...
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Simple Circuit PowerPoint PPT Presentation
Simple Circuit - Title: Simple Circuit Author: bsgreer Last modified by: chase Created Date: 3/18/2002 7:49:05 AM Document presentation format: Company
Title: Simple Circuit Author: bsgreer Last modified by: chase Created Date: 3/18/2002 7:49:05 AM Document presentation format: Company
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High Energy and Nuclear Physics Collaborations and Links PowerPoint PPT Presentation
High Energy and Nuclear Physics Collaborations and Links - Optimization of codes on parallel computers. Manipulation. and visualization of large data sets. ... particle based code (SPH) and rudimentary neutrino ...
Optimization of codes on parallel computers. Manipulation. and visualization of large data sets. ... particle based code (SPH) and rudimentary neutrino ...
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Solving large scale eigenvalue problems in electronic structure calculations PowerPoint PPT Presentation
Solving large scale eigenvalue problems in electronic structure calculations - University of Minnesota, Twin Cities * Work supported by NSF under grants NSF/ITR-0082094, NSF/ACI-0305120 ... Large scale eigenvalue problems in electronic ...
University of Minnesota, Twin Cities * Work supported by NSF under grants NSF/ITR-0082094, NSF/ACI-0305120 ... Large scale eigenvalue problems in electronic ...
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An Overview of Trilinos Michael A' Heroux Sandia National Laboratories PowerPoint PPT Presentation
An Overview of Trilinos Michael A' Heroux Sandia National Laboratories - Includes common core set of vector, graph and matrix classes (Epetra) ... Focused on important and state-of-the-art algorithms in its problem regime. ...
Includes common core set of vector, graph and matrix classes (Epetra) ... Focused on important and state-of-the-art algorithms in its problem regime. ...
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The Parallel Computing Laboratory: A Research Agenda based on the Berkeley View PowerPoint PPT Presentation
The Parallel Computing Laboratory: A Research Agenda based on the Berkeley View - The Parallel Computing Laboratory: A Research Agenda based on the Berkeley View Krste Asanovic, Ras Bodik, Jim Demmel, Tony Keaveny, Kurt Keutzer, John Kubiatowicz ...
The Parallel Computing Laboratory: A Research Agenda based on the Berkeley View Krste Asanovic, Ras Bodik, Jim Demmel, Tony Keaveny, Kurt Keutzer, John Kubiatowicz ...
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Stochastic Differential Equations and Random Matrices PowerPoint PPT Presentation
Stochastic Differential Equations and Random Matrices - 9/26/09. 1. Stochastic Differential Equations and Random Matrices. Alan Edelman. MIT: Dept of Mathematics, Computer Science Artificial Intelligence Laboratory ...
9/26/09. 1. Stochastic Differential Equations and Random Matrices. Alan Edelman. MIT: Dept of Mathematics, Computer Science Artificial Intelligence Laboratory ...
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Technologies and Tools for High-Performance Distributed Computing PowerPoint PPT Presentation
Technologies and Tools for High-Performance Distributed Computing - DOE Science Grid. Middleware. Security and policy for group ... to set 'new paradigm' for other DOE programs. new 2003 nano science modeling ... to DOE ...
DOE Science Grid. Middleware. Security and policy for group ... to set 'new paradigm' for other DOE programs. new 2003 nano science modeling ... to DOE ...
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A HighPerformance Interactive Tool for Exploring Large Graphs PowerPoint PPT Presentation
A HighPerformance Interactive Tool for Exploring Large Graphs - Clustering by Breadth-First Search % Grow each seed to vertices % reached by at least k ... Parallel breadth-first search. Shortest paths. Graph contraction ...
Clustering by Breadth-First Search % Grow each seed to vertices % reached by at least k ... Parallel breadth-first search. Shortest paths. Graph contraction ...
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Advancing Computational Science Research for Accelerator Design and Optimization PowerPoint PPT Presentation
Advancing Computational Science Research for Accelerator Design and Optimization - In order to be able to model an entire, realistic ILC cryomodule, petaflops ... Orthogonalize q=q-QQHq, q /= |q|, and Q=[Q q] (4) Solve projected NEP QH T( ) Q y = 0 ...
In order to be able to model an entire, realistic ILC cryomodule, petaflops ... Orthogonalize q=q-QQHq, q /= |q|, and Q=[Q q] (4) Solve projected NEP QH T( ) Q y = 0 ...
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Numerical Computations and Random Matrix Theory PowerPoint PPT Presentation
Numerical Computations and Random Matrix Theory - Tidbit of interest to 'Matrix Computations' Audience. and pure mathematicians! ... Tidbit. eig(A B) = eig(A) eig(B) ? 6/22/09. 28. Free Probability vs ...
Tidbit of interest to 'Matrix Computations' Audience. and pure mathematicians! ... Tidbit. eig(A B) = eig(A) eig(B) ? 6/22/09. 28. Free Probability vs ...
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CS 267 Applications of Parallel Computers Dense Linear Algebra PowerPoint PPT Presentation
CS 267 Applications of Parallel Computers Dense Linear Algebra - ... symmetric or Hermitian matrices ... optimal memory hierarchy performance See references at http://lawra.uni ... on simple layouts Performance modeling to ...
... symmetric or Hermitian matrices ... optimal memory hierarchy performance See references at http://lawra.uni ... on simple layouts Performance modeling to ...
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CS 267 Sources of Parallelism and Locality in Simulation PowerPoint PPT Presentation
CS 267 Sources of Parallelism and Locality in Simulation - Parallelism and Locality in Simulation Real world problems have ... of lumped systems Ordinary Differential Equations ... Partial Differential Equations PDEs ...
Parallelism and Locality in Simulation Real world problems have ... of lumped systems Ordinary Differential Equations ... Partial Differential Equations PDEs ...
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CS 267 Sources of Parallelism and Locality in Simulation PowerPoint PPT Presentation
CS 267 Sources of Parallelism and Locality in Simulation - Slides by Jim Demmel, David Culler, Horst Simon, and Erich Strohmaier
Slides by Jim Demmel, David Culler, Horst Simon, and Erich Strohmaier
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Trilinos Overview and Future Plans Michael A. Heroux Sandia National Laboratories PowerPoint PPT Presentation
Trilinos Overview and Future Plans Michael A. Heroux Sandia National Laboratories - Alan Williams. Developer of Epetra. Motivation For ... Mike Heroux, Rob Hoekstra, Alan Williams, Paul Sexton. Epetra. Basic Stuff: What you would expect. ...
Alan Williams. Developer of Epetra. Motivation For ... Mike Heroux, Rob Hoekstra, Alan Williams, Paul Sexton. Epetra. Basic Stuff: What you would expect. ...
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Trilinos Overview and Future Plans Michael A. Heroux Sandia National Laboratories PowerPoint PPT Presentation
Trilinos Overview and Future Plans Michael A. Heroux Sandia National Laboratories - Chris Baker. Developer of Anasazi. Ross Bartlett. Lead ... Robert Hoekstra. Lead Developer of EpetraExt. Developer of Epetra, Thyra, Tpetra. Russell Hooper ...
Chris Baker. Developer of Anasazi. Ross Bartlett. Lead ... Robert Hoekstra. Lead Developer of EpetraExt. Developer of Epetra, Thyra, Tpetra. Russell Hooper ...
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Multi Scale Computational Challenges PowerPoint PPT Presentation
Multi Scale Computational Challenges - Parallel computing and materials simulations. Water-metal interface. Dynamics of electron ... Dihedral angle: vn[ 1 - cos(n )] All parameters taken from experiment. ...
Parallel computing and materials simulations. Water-metal interface. Dynamics of electron ... Dihedral angle: vn[ 1 - cos(n )] All parameters taken from experiment. ...
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CS 267 Sources of Parallelism and Locality in Simulation Lecture 4 PowerPoint PPT Presentation
CS 267 Sources of Parallelism and Locality in Simulation Lecture 4 - Slides by Jim Demmel, David Culler, Horst Simon, and Erich Strohmaier
Slides by Jim Demmel, David Culler, Horst Simon, and Erich Strohmaier
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DOE HENP SciDAC Project: PowerPoint PPT Presentation
DOE HENP SciDAC Project: - DOE HENP SciDAC Project: 'Advanced Computing for 21st ... SNL - P. Knupp, T. Tautges, K. Devine, E. Boman. Stanford G. Golub. UCD K. Ma, H. Yu, E. Lum ...
DOE HENP SciDAC Project: 'Advanced Computing for 21st ... SNL - P. Knupp, T. Tautges, K. Devine, E. Boman. Stanford G. Golub. UCD K. Ma, H. Yu, E. Lum ...
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General-Purpose Software for Large-Scale Bifurcation Analysis PowerPoint PPT Presentation
General-Purpose Software for Large-Scale Bifurcation Analysis - ... preconditioners ML, CLAPS Eigenvalue problems Anasazi Block preconditioners Teko Direct sparse linear solvers Amesos (MUMPS, SuperLU, UMFPack, ...
... preconditioners ML, CLAPS Eigenvalue problems Anasazi Block preconditioners Teko Direct sparse linear solvers Amesos (MUMPS, SuperLU, UMFPack, ...
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Advances in Random Matrix Theory stochastic eigenanalysis PowerPoint PPT Presentation
Advances in Random Matrix Theory stochastic eigenanalysis - The classical & most famous rand eig theorem. Let S = random symmetric Gaussian ... Tidbit of interest to 'Matrix Computations' Audience ...
The classical & most famous rand eig theorem. Let S = random symmetric Gaussian ... Tidbit of interest to 'Matrix Computations' Audience ...
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CS 267 Applications of Parallel Computers Dense Linear Algebra PowerPoint PPT Presentation
CS 267 Applications of Parallel Computers Dense Linear Algebra - CS267 Dense Linear Algebra I.1. Demmel Fa 2001. CS 267 Applications of ... into triangular facets using standard modeling tools ... .edu/~stanley/gbell/index. ...
CS267 Dense Linear Algebra I.1. Demmel Fa 2001. CS 267 Applications of ... into triangular facets using standard modeling tools ... .edu/~stanley/gbell/index. ...
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Global Optimization: For Some Problems, There PowerPoint PPT Presentation
Global Optimization: For Some Problems, There - University of Maryland, College Park. Applied Mathematics and Scientific ... Quaternion-based Jacobi-like methods. RF circuit design efficient DAE solvers ...
University of Maryland, College Park. Applied Mathematics and Scientific ... Quaternion-based Jacobi-like methods. RF circuit design efficient DAE solvers ...
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Overview of the Global Arrays Parallel Software Development Toolkit PowerPoint PPT Presentation
Overview of the Global Arrays Parallel Software Development Toolkit - PeIGS, Scalapack, SUMMA, Tao. example: to solve a linear system using LU factorization ... SUMMA Matrix Multiplication: Improvement over PBLAS/ScaLAPACK. Global ...
PeIGS, Scalapack, SUMMA, Tao. example: to solve a linear system using LU factorization ... SUMMA Matrix Multiplication: Improvement over PBLAS/ScaLAPACK. Global ...
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MDSteer: Steerable and Progressive Multidimensional Scaling PowerPoint PPT Presentation
MDSteer: Steerable and Progressive Multidimensional Scaling - Naive Spring Model. repeat for all points. compute spring force to all other points ... Katherine St. John, Nina Amenta, Nando de Freitas. technical writing ...
Naive Spring Model. repeat for all points. compute spring force to all other points ... Katherine St. John, Nina Amenta, Nando de Freitas. technical writing ...
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Motivation for TOPS PowerPoint PPT Presentation
Motivation for TOPS - Validating such models requires high resolution ... resolved, high fidelity result occurs through cost-effective low resolution, low ...
Validating such models requires high resolution ... resolved, high fidelity result occurs through cost-effective low resolution, low ...
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CS 267 Sources of Parallelism and Locality in Simulation PowerPoint PPT Presentation
CS 267 Sources of Parallelism and Locality in Simulation - Objects often depend much more on nearby than distant objects. ... Cosmos. Ideal transistor. Switch level. Thor. Gate, flip-flop, memory cell. Gate Level ...
Objects often depend much more on nearby than distant objects. ... Cosmos. Ideal transistor. Switch level. Thor. Gate, flip-flop, memory cell. Gate Level ...
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