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A Sparse Symmetric Indefinite Direct Solver for GPU Architectures

In recent years, there has been considerable interest in the potential for graphics processing units (GPUs) to speed up the performance of sparse... (more)

Sampling Exactly from the Normal Distribution

An algorithm for sampling exactly from the normal distribution is given. The algorithm reads some number of uniformly distributed random digits in a given base and generates an initial portion of the representation of a normal deviate in the same base. Thereafter, uniform random digits are copied directly into the representation of the normal... (more)

Testing Matrix Function Algorithms Using Identities

Algorithms for computing matrix functions are typically tested by comparing the forward error with the product of the condition number and the unit... (more)

ShearLab 3D

Wavelets and their associated transforms are highly efficient when approximating and analyzing one-dimensional signals. However, multivariate signals such as images or videos typically exhibit curvilinear singularities, which wavelets are provably deficient in sparsely approximating and also in analyzing in the sense of, for instance, detecting... (more)

Algorithm 955

New approximations for the inverse of the incomplete gamma function are derived, which are used to develop efficient evaluations of the inverse Poisson cumulative distribution function. An asymptotic approximation based on the standard Normal approximation is particularly good for CPUs with MIMD cores, while for GPUs and other hardware with vector... (more)

Remark on “Algorithm 673

This remark presents a correction to Algorithm 673 (dynamic Huffman coding) [Vitter 1989] and its translation to MATLAB.... (more)

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The ACM TOMS Replicated Computational Results (RCR) Initiative.

ACM TOMS has introduced a new initiative to optionally review the computationals results of a TOMS submission. This new effort is intended to assist in improving the quality of scientific publication for TOMS and for the computational science community as a whole. Manuscripts that successfully complete the RCR Review process receive the RCR designation when published. If you are interested in participating in this initiative, either as an author or reviewer, please contact the TOMS Editor-in-Chief. Details of the TOMS RCR Initiative are available here.


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Forthcoming Articles

General Template Units for the Finite Volume Method in Box-shaped Domains

Algorithm XXX: A Practical Iterative Algorithm for the Art Gallery Problem using Integer Linear Programming

In the last decades, the search for exact algorithms for NP-hard geometric problems has intensified. Many of these solutions use Integer Linear Programming (ILP) modeling and rely on state of the art solvers to find optimal solutions for large instances, in a matter of minutes. Here, we discuss an ILP based algorithm that solves to optimality the Art Gallery Problem (AGP), one of the most studied problems in Computational Geometry. The basic idea of our method is to iteratively generate upper and lower bounds through the resolution of discretized versions of the AGP, which are reduced to instances of the Set Cover Problem. Our algorithm was implemented and tested on almost 3000 instances and attained optimal solutions for the vast majority of them, greatly increasing the set of instances for which exact solutions are known. To our knowledge, in spite of the extensive study of the AGP, no other algorithm has shown the ability to solve the AGP as effectively and efficiently as the one described here. Evidence of its robustness is presented through tests done on a number of classes of polygons of various sizes with and without holes. A sofware implementing the algorithm is made available.

VBF: A Library of C++ Classes for Vector Boolean Functions in Cryptography

Remark on algorithm 916: computing the Faddeyeva and Voigt functions: Efficiency Improvements and Fortran Translation

Algorithm xxx -- FORTRAN 77 Subroutines for the Solution of Skew-Hamiltonian/Hamiltonian Eigenproblems

An experimental exploration of Marsaglia's xorshift generators, scrambled

The BLIS Framework: Experiments in Portability

Parameterized Complexity of Discrete Morse Theory

PUMI: Parallel Unstructured Mesh Infrastructure

What are the Correct Results for the Special Values of the Operands of the Power Operation?

IEEE754 precision-$k$ base-$\beta$ arithmetic inherited by precision-$m$ base-$\beta$ arithmetic for $k

Discrete Wavelet Transforms in the Large Time-Frequency Analysis Toolbox for Matlab/GNU Octave

The discrete wavelet transform module is a recent addition to the Large Time-Frequency Analysis Toolbox (LTFAT). It provides implementations of various generalizations of the well-known Mallat's algorithm (iterated filterbank) such that completely general filterbank trees, dual-tree complex wavelet transforms and wavelet packets can be created. The resulting transforms can be equivalently represented as filterbanks and analyzed as filterbank frames using fast algorithms.

Algorithm xxx: BACOLI: B-spline Adaptive Collocation Software for PDEs with Interpolation-based Spatial Error Control

Competitive Divide-and-Conquer Algorithm for Unconstrained Large Scale Black-Box Optimization

Manycore algorithms for batch scalar and block tridiagonal solvers

Engineering, scientific and financial applications often require the simultaneous solution of a large number of independent tridiagonal systems of equations with varying coefficients. Since the number of systems is large enough to offer considerable parallelism on many-core systems, the choice between different tridiag- onal solution algorithms, such as Thomas, CR (Cyclic Reduction) or PCR (Parallel Cyclic Reduction) needs to be re-examined. This work investigates the optimal choice of tridiagonal algorithm for CPUs and GPUs with a focus on minimizing the amount of data transfer to and from the main memory, and maximizing the achieved bandwidth. It also considers block tridiagonal solutions which are sometimes required in CFD (Computational Fluid Dynamic) applications.

Algorithm xxx: An efficient algorithm to compute the genus of discrete surfaces and applications to turbulent flows

A simple and efficient algorithm to numerically compute the genus of surfaces of three-dimensional objects using the Euler characteristic formula is presented. The algorithm applies to objects defined in a structured-collocated grid, as those obtained by thresholding a scalar field, and does not require any triangulation of the data. This makes the algorithm fast, memory-efficient and suitable for large datasets. Applications to the characterization of complex surfaces in turbulent flows are presented to illustrate the method.

\texttt{PSelInv}--A Distributed Memory Parallel Algorithm for Selected Inversion : the Symmetric Case

A Parallel Geometric Multifrontal Solver Using Hierarchically Semiseparable Structure

Matslise 2.0: a Matlab toolbox for Sturm-Liouville computations

Modular SIMD arithmetic in Mathemagix

Modular integer arithmetic occurs in many algorithms for computer algebra, cryptography, and error correcting codes. Although recent microprocessors typically offer a wide range of highly optimized arithmetic functions, modular integer operations still require dedicated implementations. In this article, we survey existing algorithms for modular integer arithmetic, and present detailed vectorized counterparts. We also present several applications, such as fast modular Fourier transforms and multiplication of integer polynomials and matrices. The vectorized algorithms have been implemented in C++ inside the free computer algebra and analysis system Mathemagix. The performance of our implementation is illustrated by various benchmarks.

A General Software Tool for Constructing Rank-1 Lattice Rules

On BLAS Level-3 Implementations of Common Solvers for (Quasi-) Triangular Generalized Lyapunov Equations

The solutions of Lyapunov and generalized Lyapunov equations are a key player in many applications in systems and control theory. Their stable numerical computation, when the full solution is sought, is considered solved since the seminal work of Bartels and Stewart. A number of variants of their algorithm have been proposed, but none of them goes beyond BLAS level-2 style implementation. On modern computers, however, the formulation of level-3 BLAS type implementations is crucial to enable optimal usage of cache hierarchies and modern block scheduling methods based on directed acyclic graphs describing the interdependence of single block computations. Our contribution closes this gap by a transformation of the aforementioned level-2 variants to level-3 versions and a comparison on a standard multicore machine.

A radix-independent error analysis of the Cornea-Harrison-Tang method

An Efficient Hybrid Algorithm for the Separable Convex Quadratic Knapsack Problem

This paper considers the problem of minimizing a convex, separable quadratic function subject to a knapsack constraint and a box constraint. An algorithm called NAPHEAP is developed for solving this problem. The algorithm solves the Karush-Kuhn-Tucker system using a starting guess to the optimal Lagrange multiplier and updating the guess monotonically in the direction of the solution. The starting guess is computed using the variable fixing method or is supplied by the user. A key innovation in our algorithm is the implementation of a heap data structure for storing the break points of the dual function, and computing the solution of the dual problem. Also, a new version of the variable fixing algorithm is developed that is convergent even when the objective Hessian is not strictly positive definite. The hybrid algorithm NAPHEAP that uses a Newton-type method (variable fixing method, secant method, or Newton's method) to bracket a root, followed by a heap-based monotone break point search, can be faster than a Newton-type method by itself, as demonstrated in the numerical experiments.

A Nonlinear QR Algorithm for Banded Nonlinear Eigenvalue Problems

Estimation of Stochastic Covariance Models using a Continuum of Moment Conditions.

Algorithm ???: POLYNOMIAL: An object-oriented Matlab library of fast and efficient algorithms for polynomials

Matrix multiplication over word-size modular fields using approximate formulae

Replicated Computational Results (RCR) Report for A sparse symmetric indefinite direct solver for GPU architectures

A sparse symmetric indefinte direct solver for GPU architectures includes performance results and comparisons of the developed GPU direct solver against a CPU direct solver. New performance data were gathered using software provided by the authors on two new platforms and compared against the performance of the MUMPS direct solver. After completing this process, the published results are deemed irreproducible by the reviewer.

WorkStream -- a design pattern for multicore-enabled finite element computations

KBLAS: An Optimized Library for Dense Matrix-Vector Multiplication on GPU Accelerators

KBLAS is a new open source high performance library that provides optimized kernels for a subset of Level 2 BLAS functionalities on CUDA-enabled GPUs. Since performance of dense matrix-vector multiplication is hindered by the overhead of memory accesses, a double-buffering optimization technique is employed to overlap data motion with computation. After identifying a proper set of tuning parameters, KBLAS is able to efficiently run on various GPU architectures across different generations, avoiding the time-consuming step of code rewriting, while still being compliant with the standard BLAS API. Another advanced optimization technique allows to ensure coalesced memory access when dealing with submatrices, especially in the context of high level dense linear algebra algorithms. All four precisions KBLAS kernels have been leveraged to multi-GPUs environment, which requires the introduction of new APIs to ease users experiences on these challenging systems. The KBLAS performance outperforms existing state-of-the-art implementations on all matrix sizes, achieves asymptotically up to 50% and 60% speedup on single GPU and multi-GPUs systems, respectively, and validates our performance model. A subset of KBLAS high performance kernels has been integrated into NVIDIAs standard BLAS implementation (cuBLAS) for larger dissemination, starting version 6.0.

About TOMS

The purpose of the ACM Transactions on Mathematical Software (TOMS) is to communicate important research results addressing the development, evaluation and use of mathematical software...

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Bibliometrics

Publication Years 1975-2016
Publication Count 1426
Citation Count 12619
Available for Download 1426
Downloads (6 weeks) 4426
Downloads (12 Months) 45788
Downloads (cumulative) 957120
Average downloads per article 671
Average citations per article 9
First Name Last Name Award
David H Bailey ACM Gordon Bell Prize (2008)
Ronald Boisvert ACM Distinguished Member (2006)
Richard P Brent ACM Fellows (1995)
Bruno Buchberger ACM Paris Kanellakis Theory and Practice Award (2007)
Alan Bundy ACM Fellows (2014)
Edmond Chow ACM Gordon Bell Prize (2009)
Timothy Alden Davis ACM Fellows (2014)
James Demmel ACM Paris Kanellakis Theory and Practice Award (2014)
ACM Fellows (1999)
Narsingh Deo ACM Fellows (1996)
Inderjit Dhillon ACM Fellows (2014)
David P Dobkin ACM Fellows (1997)
Jack Dongarra ACM - IEEE CS Ken Kennedy Award (2013)
ACM Fellows (2001)
Richard J Fateman ACM Fellows (1999)
Stuart Feldman ACM Software System Award (2003)
ACM Fellows (1995)
Charles W Gear ACM Fellows (1994)
John A. Gunnels ACM Gordon Bell Prize (2007)
ACM Gordon Bell Prize (2006)
John Gunnels ACM Gordon Bell Prize (2007)
ACM Gordon Bell Prize (2006)
John A. Gunnels ACM Gordon Bell Prize (2007)
ACM Gordon Bell Prize (2006)
John Gunnels ACM Gordon Bell Prize (2007)
ACM Gordon Bell Prize (2006)
Gopal Krishna Gupta ACM Fellows (1998)
Michael T Heath ACM Fellows (2000)
Michael A Heroux ACM Distinguished Member (2009)
Tom Hull ACM Fellows (1994)
Anil K Jain ACM Fellows (2003)
Aravind K Joshi ACM Fellows (1998)
William Kahan ACM Fellows (1994)
A. M. Turing Award (1989)
Erich L Kaltofen ACM Fellows (2009)
Matthew Knepley SIAM/ACM Prize in Computational Science and Engineering (2014)
David J Kuck ACM - IEEE CS Ken Kennedy Award (2010)
ACM Fellows (1994)
ACM - IEEE CS Eckert-Mauchly Award (1993)
Byounghak Lee ACM Gordon Bell Prize (2008)
Lois C McInnes SIAM/ACM Prize in Computational Science and Engineering (2014)
John Mellor-Crummey ACM Fellows (2013)
Cleve Moler SIAM/ACM Prize in Computational Science and Engineering (2009)
Dianne P O'Leary ACM Distinguished Member (2006)
ACM Fellows (2006)
Naren Ramakrishnan ACM Distinguished Member (2009)
John Rice ACM Fellows (1996)
Sartaj K Sahni ACM Karl V. Karlstrom Outstanding Educator Award (2003)
ACM Fellows (1996)
Ahmed Sameh ACM Fellows (1999)
John E Savage ACM Fellows (1996)
John E Savage ACM Fellows (1996)
Robert B Schnabel ACM Fellows (2010)
Robert Schreiber ACM Fellows (2012)
ACM Distinguished Member (2006)
Horst D Simon ACM Gordon Bell Prize (2009)
Barry Smith SIAM/ACM Prize in Computational Science and Engineering (2014)
James E Smith ACM - IEEE CS Eckert-Mauchly Award (1999)
James E. Smith ACM - IEEE CS Eckert-Mauchly Award (1999)
Kris Stewart ACM Senior Member (2015)
Harold Stone ACM Fellows (1994)
Nathan Tallent ACM-IEEE CS George Michael Memorial HPC Fellowships (2009)
Robert E Tarjan ACM Paris Kanellakis Theory and Practice Award (1999)
ACM Fellows (1994)
A. M. Turing Award (1986)
Joseph Traub ACM Fellows (1994)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize (2010)
ACM Fellows (1996)
Jeffrey S Vitter ACM Distinguished Member (2012)
ACM Gordon Bell Prize (2010)
ACM Fellows (1996)
Robert A. Walker Outstanding Contribution to ACM Award (2007)
ACM Distinguished Member (2006)
Chris S Wallace ACM Fellows (1995)
Bruce W Weide ACM Senior Member (2009)
Kesheng Wu ACM Distinguished Member (2010)
ACM Senior Member (2007)
Andrew C Yao A. M. Turing Award (2000)
ACM Fellows (1995)
Hong Zhang SIAM/ACM Prize in Computational Science and Engineering (2014)
Benjamin G Zorn ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Iain Duff 28
Robert Renka 22
Fred Krogh 20
Robert Van De Geijn 19
John Reid 17
Jennifer Scott 17
Jack Dongarra 16
Bo Kågström 15
Donald Amos 14
Lawrence Shampine 14
Timothy Davis 14
Wayne Enright 14
Richard Hanson 13
Jorge Moré 12
John Rice 12
Layne Watson 12
Burton Garbow 12
James Demmel 12
Joseph Liu 11
Fred Gustavson 11
William Cody 10
Timothy Hopkins 9
Elias Houstis 9
Jeff Cash 9
Linda Kaufman 9
Walter Gautschi 8
Nico Temme 8
Ping Tang 8
Amparo Gil 8
Xiaoyesherry Li 8
Javier Segura 8
John Pryce 8
Patrick Keast 8
Nicholas Higham 7
Michael Heroux 7
Terje Espelid 7
Ronald Boisvert 7
Field Van Zee 7
Gregorio Quintana-Ortí 7
Ralph Kearfott 7
Enrique Quintana-Ortí 7
Hiroshi Akima 7
John Lewis 7
A Buckley 7
Almerico Murli 7
Thomas Hull 6
Albrecht Preusser 6
James Lyness 6
Roger Grimes 6
Richard Bartels 6
Robert Kirby 6
David Gay 6
Anders Logg 6
Robert Ward 6
Sven Hammarling 6
Ian Gladwell 6
Nicholas Gould 6
Ronald Cools 6
Panos Pardalos 6
Annie Cuyt 6
Gilbert Stewart 6
Geoffrey Hill 5
Robert Schnabel 5
Tamar Schlick 5
Thomas Coleman 5
Patrick Gaffney 5
Jerzy Waśniewski 5
Philippe Toint 5
Kendall Atkinson 5
Graeme Fairweather 5
Tony Chan 5
Van Van Snyder 5
Jarle Berntsen 5
Sivan Toledo 5
Richard Sincovec 5
Pierre L'Écuyer 5
Alexander Morgan 5
Krzysztof Sikorski 5
William Mitchell 5
Yu Kuznetsov 5
Paolo Bientinesi 5
Mauricio Resende 5
Jeremy Du Croz 5
Paolo Toth 4
Ian Robinson 4
Wayne Dyksen 4
David Dodson 4
Daniel Kressner 4
Alan George 4
Paul Muir 4
Valerio Parisi 4
Francesco Zirilli 4
Jean Muller 4
Richard Lehoucq 4
Christof Vömel 4
Paul Bailey 4
Uwe Naumann 4
Naren Ramakrishnan 4
Norman Schryer 4
Christian Bischof 4
Werner Rheinboldt 4
Jan Verwer 4
Calvin Ribbens 4
John Monahan 4
Zhaojun Bai 4
Daniel Lozier 4
Anil Rao 4
Lothar Reichel 4
Osni Marques 4
Charles Fulton 4
Jorge Nocedal 4
David Kahaner 4
Ahmed Sameh 4
Joke Blom 4
Filippo Aluffi-Pentini 4
Michael Saunders 4
Carl De Boor 4
Michael Patterson 4
Tamara Kolda 4
Beresford Parlett 4
David Smith 4
Richard Brent 4
Frank Stenger 3
Kenneth Hillstrom 3
Andrew Conn 3
Steven Benson 3
John Gunnels 3
Margaret Wright 3
Charles Gear 3
Silvano Martello 3
Richard Simard 3
Wolfgang Hörmann 3
Shaun Forth 3
Norman Gibbs 3
Willy Govaerts 3
Alan Genz 3
Jon Bentley 3
Tobin Driscoll 3
Sanjiva Weerawarana 3
David Kincaid 3
Yifan Hu 3
Thomas Aird 3
Ron Dembo 3
Francesco Romani 3
Niel Madsen 3
Alfred Morris 3
Armido Didonato 3
Alan Jennings 3
R Brankin 3
William Brown 3
Philip Sharp 3
Joachim Ahrens 3
Paola Favati 3
Juan Meza 3
William Kahan 3
Marzio Sala 3
David Bailey 3
Desmond Higham 3
Maria Sosonkina 3
Bennett Fox 3
Aaron Fogelson 3
Webb Miller 3
Mariarosaria Rizzardi 3
David Shanno 3
Yozo Hida 3
Martin Berzins 3
Anton Zettl 3
Kenneth Neves 3
Richard Fateman 3
Stan Cabay 3
Anshul Gupta 3
Ian Barrodale 3
Ulrich Dieter 3
William Symes 3
Alan Laub 3
Giorgio Carpaneto 3
Christoph Lauter 3
Roscoe Bartlett 3
Steven Pruess 3
Julien Langou 3
Salvatore Filippone 3
Arnold Neumaier 3
Grazia Lotti 3
Bruce Schmeiser 3
Lars Karlsson 3
Andrew Sommese 3
Chao Yang 3
Danny Sorensen 3
Ron Brown 3
John Rice 3
Robert Granat 3
Kristján Jónasson 3
Bruno Lang 3
Toyat Cheung 3
Stavros Zenios 3
Giulio Giunta 3
Masao Kodama 3
Kanghoh Phua 3
J Diaz 3
William Hager 3
Garth Wells 3
Eric Grosse 3
Michael Berry 3
David Stoutemyer 3
Wolfgang Bangerth 3
Luisa D'Amore 3
Phyllis Fox 3
Fayez Alhargan 3
Granville Sewell 3
Per Hansen 2
Jan Olszewski 2
Catherine Houstis 2
Sunyoung Kim 2
Nikos Chrisochoides 2
Piotr Luszczek 2
Richard Weiss 2
S Barry 2
Mauro Dell'Amico 2
Yves Nievergelt 2
Mohamed Kamel 2
Theodore Papatheodorou 2
J Smith 2
Bengt Fornberg 2
Vincent Lefèvre 2
Victor Eijkhout 2
Zvi Drezner 2
Robert Skeel 2
Francisco Sayas 2
Jian He 2
Lois McInnes 2
Sebastian Ferrando 2
Jean Utke 2
Michael Mascagni 2
Tapio Schneider 2
Roy Welsch 2
Arunachalam Ravindran 2
Kenneth Jackson 2
Malcolm Pike 2
Wilfried Gansterer 2
Mark Gockenbach 2
Alexandru Nicolau 2
Paul Bratley 2
Michael Jenkins 2
Frederick Fritsch 2
Masakazu Kojima 2
Peter Hanson 2
Karla Hoffman 2
George Davis 2
Christopher Darby 2
Ilyssa Sanders 2
Geoffrey Huntington 2
Duncan, Lawrie 2
Voratas Kachitvichyanukul 2
Jean L'excellent 2
Joaquim Júdice 2
P Culligan-Hensley 2
Christopher Paige 2
Alfredo Buttari 2
Philip Beck 2
David Jeffrey 2
Charles Van Loan 2
Spencer Shellman 2
L Stoltz 2
Charles Duris 2
Dennis Snow 2
Per Thomsen 2
David Melgaard 2
Jorge Leis 2
David Spooner 2
Roger Abernathy 2
Guangning Tan 2
Meiyue Shao 2
Kevin Broughan 2
Harvey Greenberg 2
Klaus Schittkowski 2
Allan Macleod 2
Brigitte Verdonk 2
Philip Gill 2
John Roulier 2
Stephen Peters 2
U Pape 2
Gopal Gupta 2
John Jezioranski 2
A Abrham 2
D Le 2
Daniel Kressner 2
Nathan Bell 2
Rida Farouki 2
James Willenbring 2
Masha Sosonkina 2
Ladislav Lukšan 2
Joseph Flaherty 2
Ann Catlin 2
Xiaobai Sun 2
Richard Byrd 2
J Yohe 2
Walter Murray 2
Hans Langtangen 2
David Mcallister 2
George Hall 2
John Mulvey 2
Dirk Laurie 2
Ali Bouaricha 2
Charles Dunkl 2
Donald Ramirez 2
Cleve Moler 2
Robert Russell 2
J Christiansen 2
Greg Henry 2
Leslie Foster 2
Jeffrey Vitter 2
T Lam 2
William Eddy 2
Jose Román 2
Jan Vlček 2
Michael Liepelt 2
Randall Shirts 2
Brian Gunter 2
Luc Giraud 2
Bjarne Andersen 2
Geza Schrauf 2
Josef Leydold 2
Marco Marletta 2
John Betts 2
Joris Van Deun 2
Frédéric Cazals 2
James Amato 2
Charles Dunham 2
Uri Ascher 2
Franklin Luk 2
Linwang Wang 2
Gregory Ammar 2
Giuliano Laccetti 2
Luís Vicente 2
Christian Reinsch 2
Keith Geddes 2
Jason Riedy 2
Paul Stockmeyer 2
Kenneth Johnson 2
Angelo Corana 2
Dominique Orban 2
D Taylor 2
Mark Kramer 2
Joel Tendler 2
Robert Smith 2
Mark Jones 2
Heidi Thornquist 2
Raymond Spiteri 2
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Douglas Shier 2
Will Wright 2
Jorn Springer 2
Ove Skovgaard 2
Guohua Jin 2
Bryan Ford 2
Tzemeng Low 2
George Marsaglia 2
Arno Rasch 2
Bruce Fabijonas 2
Scott Sarra 2
Colin Cryer 2
John Burkardt 2
Joaquim Martins 2
George Miminis 2
Bart Waanders 2
Kazushige Goto 2
Michele Goano 2
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J Weideman 2
José Morales 2
Michel Cosnard 2
H Knoble 2
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James Ball 2
I Hill 2
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Michael Anderson 2
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C Wijers 2
G Poppe 2
Stefan Larimore 2
Gary Howell 2
Gil Shklarski 2
Stephen Joe 2
Thomas Patterson 2
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Roger Pawlowski 2
Alex Pothen 2
William Payne 2
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Paul Plassmann 2
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Kozo Ichida 1
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Christopher Beattie 1
Milan Novotny 1
Giuseppe Fiorentino 1
Luc Pluym 1
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Gianmarco Manzini 1
Trond Steihaug 1
Peter Otto 1
TaTung Chow 1
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Ralf Hartmann 1
Stanley Eisenstat 1
Caroline Japhet 1
Anthony Padula 1
Koen Poppe 1
Vassilios Verykios 1
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M Wimmer 1
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Frank Sottile 1
Xia Ji 1
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W Wyatt 1
Thierry Dargent 1
Serge Torres 1
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R Futrell 1
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Gary Haggard 1
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Manjula Iyer 1
A Mahendrarajah 1
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Ben Sommeijer 1
Scott Hampton 1
L Scales 1
William Cook 1
Weinan E 1
Rami Melhem 1
Shijie Wan 1
Rachel Gordon 1
Marco Caliari 1
John Wisniewski 1
Richard Peskin 1
Marnix Van Daele 1
Thu Vu 1
Nadia Shalaby 1
Michael Heath 1
Pedro Gonnet 1
Jermey Cruz 1
Miroslav Rozlozník 1
R Wright 1
Michelle Strout 1
Hassan Goldani Moghaddam 1
Peter Knijnenburg 1
Dinesh Nair 1
Barry Trager 1
J Dormand 1
Haim Avron 1
Didier Henrion 1
Thomas Feo 1
Youngmok Jeon 1
Hongchao Zhang 1
Margaret Myers 1
John Mellor-Crummey 1
Donald Fraser 1
Aart Bik 1
Edward Gertz 1
Malcolm Keech 1
James Smith 1
Andris Zoltners 1
Wei Chen 1
Peter Zapol 1
Alison Ramage 1
Mohammad Zubair 1
Marc Daumas 1
David Thuente 1
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J Wooter 1
K Kessel 1
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Robert Gower 1
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Prabhu Ramachandran 1
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M Sabin 1
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R Feldman 1
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Carsten Burstedde 1
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Paul Wang 1
Md Patwary 1
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S Polak 1
Mary Pasternak 1
W Gentleman 1
Yinyu Ye 1
Stefan Wild 1
Florent de Dinechin 1
R Whaley 1
Mo Mu 1
Andreas Klimke 1
Barbara Wohlmuth 1
Robert Rosenberg 1
Joseph Rios 1
M Ratner 1
Christopher Kees 1
Philip Wolfe 1
Norbert Flocke 1
Naoya Yamanaka 1
Alberto Abad 1
Fernando Blesa 1
Makoto Yamashita 1
Maho Nakata 1
Fernando Garcıa-Alonso 1
Toon Knapen 1
ChinJu Fan 1
Tom Rowan 1
Eric Phipps 1
Alan Williams 1
Luis Gatica 1
Geoffrey Belter 1
M Fisher 1
Joel Katcoff 1
Ingrid Bongartz 1
Ulrikemeier Yang 1
Carol Woodward 1
Christopher Baker 1
Helmut Roth 1
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Martin Berggren 1
Qiang Ye 1
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C Forney 1
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Louis Ehrlich 1
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T Dierkes 1
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J Jansen 1
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Mutsuo Saito 1
Makoto Matsumoto 1
A Benson 1
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Rudi Huysmans 1
María Rivara 1
Martin Gander 1
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Atul Bhalla 1
Zhiyong Huang 1
Arthur Peterson 1
Ashwin Nanjappa 1
Tiowseng Tan 1
Sherif Hashem 1
David Flamm 1
Thomas George 1
Asgeir Birkisson 1
Francisco Igual 1
J Schrooten 1
Narsingh Deo 1
Christoph Schierz 1
Greg Breinholt 1
Piers Lawrence 1
Mani Mehra 1
Paul Barton 1
Siju Samuel 1
Irene Moulitsas 1
Nitin Patel 1
Achiya Dax 1
Valérie Pascual 1
Joseph Simpson 1
John Ivie 1
S Wong 1
Dimitris Kehagias 1
Steven Wise 1
Gautam Mitra 1
M Wilson 1
Robert Wilhelmson 1
William Michaels 1
Brandon Thompson 1
Teresa Tung 1
M Er 1
Gershon Kedem 1
Charles Mesztenyi 1
Michail Konstantinov 1
S PéRez-RodríGuez 1
Robert Tarjan 1
Franz Winkler 1
Bruno Buchberger 1
Ulrich Eckhardt 1
Suh Kang 1
Sonil Mukherjee 1
Michael Lerch 1
F Lichtenberger 1
Severiano GonzáLez-Pinto 1
David Pearce 1
Gordon, Royle 1
Frank Rubin 1
Matthew Nyerges 1
Trevor Cickovski 1
Thomas Kaminski 1
Dexuan Xie 1
Randolph Bank 1
S Wong 1
G P. Keast 1
Marco Vianello 1
Veerle Ledoux 1
Robert Schreiber 1
James Nagy 1
Mark Shephard 1
Pedro Celis 1
Chris Hill 1
Alba Valtulina 1
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Daniela Lera 1
Heesun Hong 1
B Sijnave 1
Kersti Ekeland 1
Brynjulf Owren 1
Ewout Van Den Berg 1
Shahram Semnani 1
Rajesh Kommu 1
Robert Ketzscher 1
Bard Skaflestad 1
Håvard Berland 1
Pin Ng 1
Jeremy and Sven Hammarling 1
Luc Rutten 1
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Barry Smith 1
Jason Sarich 1
Patricia Hough 1
Paul Zegeling 1
Martin Albrecht 1
John Savage 1

Affiliation Paper Counts
The MathWorks, Inc. 1
StatoilHydro 1
Computer Sciences Corporation, Australia 1
Airbus Deutschland GmbH 1
Camosun College 1
Barcelona Supercomputing Center 1
Research Institute for Advanced Computer Science 1
Institute of Mathematical Problems of Biology, Russian Academy of Sciences 1
University of Houston-Downtown 1
Avago Technologies Manufacturing (Singapore) Pte. Ltd. 1
Universite Claude Bernard Lyon 1 1
Institute of Marine Research 1
Brooklyn College 1
AT&T Information Systems 1
Ecole Centrale Paris 1
Southern Illinois University 1
Open University of the Netherlands 1
Universite Paris-Sud XI 1
University of California, Santa Cruz 1
University of Alabama 1
Harris Corporation 1
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Korea Institute of Science and Technology 1
Alcatel-Lucent 1
Mathematical Research Institute, Utrecht University 1
Defence Science and Technology Laboratory 1
Winthrop University 1
University of Nebraska - Lincoln 1
Stony Brook University 1
Universite Hassan 1er 1
Universidad Autonoma de Madrid 1
Clark University 1
Polytechnic University, Gdansk 1
Oracle Corporation 1
University of Hamburg 1
Palo Alto Research Center 1
St. Louis University 1
Siemens AG 1
Sunnybrook Health Sciences Centre 1
California State University Long Beach 1
Institute of Chemical Methodologies, Rome 1
University of California, Riverside 1
University of Aarhus 1
North-West University 1
Teikyo Heisei University 1
Ford Motor 1
University of Missouri-St. Louis 1
Gettysburg College 1
Temple University 1
California State University Los Angeles 1
University of Copenhagen 1
Universite Jean Monnet Saint-Etienne 1
University of Gottingen 1
Universidad Catolica de la Santisima Concepcion 1
Universite de Perpignan 1
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ACM Transactions on Mathematical Software (TOMS)
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2005
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2003
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2001
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2000
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1999
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1990
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1989
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1988
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1987
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1986
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1985
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1984
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1983
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1982
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1981
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1980
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1979
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1978
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1977
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1976
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1975
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