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Sparse Matrix-Vector Multiplication on GPGPUs

The multiplication of a sparse matrix by a dense vector (SpMV) is a centerpiece of scientific computing applications: it is the essential kernel for the solution of sparse linear systems and sparse eigenvalue problems by iterative methods. The efficient implementation of the sparse matrix-vector multiplication is therefore crucial and has been the... (more)

Parallel Minimum Norm Solution of Sparse Block Diagonal Column Overlapped Underdetermined Systems

Underdetermined systems of equations in which the minimum norm solution needs to be computed arise... (more)

BiqCrunch

This article presents BiqCrunch, an exact solver for binary quadratic optimization problems. BiqCrunch is a branch-and-bound method that uses an original, efficient semidefinite-optimization-based bounding procedure. It has been successfully tested on a variety of well-known combinatorial optimization problems, such as Max-Cut, Max-k-Cluster, and... (more)

Chopping a Chebyshev Series

Chebfun and related software projects for numerical computing with functions are based on the idea that at each step of a computation, a function f(x) defined on an interval [a, b] is “rounded” to a prescribed precision by constructing a Chebyshev series and chopping it at an appropriate point. Designing a chopping algorithm with the... (more)

Certified Roundoff Error Bounds Using Semidefinite Programming

Roundoff errors cannot be avoided when implementing numerical programs with finite precision. The ability to reason about rounding is especially... (more)

Algorithmic Differentiation of Code with Multiple Context-Specific Activities

Algorithmic differentiation (AD) by source-transformation is an established method for computing derivatives of computational algorithms. Static... (more)

The State-of-the-Art of Preconditioners for Sparse Linear Least-Squares Problems

In recent years, a variety of preconditioners have been proposed for use in solving large sparse linear least-squares problems. These include simple... (more)

Algorithm 973

We present a numerical procedure to approximate integrals of the form ∫baf(x)dx, where f is a function with singularities close to, but outside the interval [a, b], with − ∞ ⩽ a < b ⩽ +∞. The algorithm is based on rational interpolatory Fejér quadrature rules, together with a sequence of real and/or complex... (more)

Algorithm 974

The article presents a library of MATLAB functions that implement the widely used algorithms of outlier detection. The library includes the outlier tests for univariate and multivariate data sets with an approximately normal distribution. The software library is accompanied by a brief review of the methods for detecting and treating outliers.... (more)

Remark on Algorithm 936

The Fortran output routine messy enables debugging and error message processing strategies in the design of numerical and mathematical software. It supports separate output from different processes in a parallel computing environment.... (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.

Forthcoming Articles
Algorithm 9xx: Sparse QR Factorization on the GPU

Sparse matrix factorization involves a mix of regular and irregular computation, which is a particular challenge when trying to obtain high-performance on the highly parallel general-purpose computing cores available on graphics processing units (GPUs). We present a sparse multifrontal QR factorization method that meets this challenge, and is up to eleven times faster than a highly optimized method on a multicore CPU. Our method factorizes many frontal matrices in parallel and keeps all the data transmitted between frontal matrices on the GPU. A novel bucket scheduler algorithm extends the communication-avoiding QR factorization for dense matrices, by exploiting more parallelism and by exploiting the staircase form present in the frontal matrices of a sparse multifrontal method.

An algorithm for the optimization of finite element integration loops

We present an algorithm for the optimization of a class of finite element integration loop nests. This algorithm, which exploits fundamental mathematical properties of finite element operators, is proven to achieve a locally optimal operation count. In specified circumstances the optimum achieved is global. Extensive numerical experiments demonstrate significant performance improvements over the state of the art in finite element code generation in almost all cases. This validates the effectiveness of the algorithm presented here, and illustrates its limitations.

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 1975-2017
Publication Count 1493
Citation Count 14352
Available for Download 1493
Downloads (6 weeks) 5270
Downloads (12 Months) 46648
Downloads (cumulative) 1006375
Average downloads per article 674
Average citations per article 10
First Name Last Name Award
Vernon Austel ACM Gordon Bell Prize (2006)
David H Bailey ACM Gordon Bell Prize (2008)
George Biros ACM Gordon Bell Prize
Performance (2010) ACM Gordon Bell Prize
Performance (2010)
Ronald Boisvert ACM Distinguished Member (2006)
Bruno Buchberger ACM Paris Kanellakis Theory and Practice Award (2007)
Edmond Chow ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
James Demmel ACM Paris Kanellakis Theory and Practice Award (2014)
Jack Dongarra ACM-IEEE CS Ken Kennedy Award (2013)
Stuart Feldman ACM Software System Award (2003)
John Gunnels ACM Gordon Bell Prize (2007)
John A. Gunnels ACM Gordon Bell Prize (2006)
Michael A Heroux ACM Distinguished Member (2009)
William Kahan ACM A. M. Turing Award (1989)
Matthew Knepley SIAM/ACM Prize in Computational Science and Engineering (2014)
David J Kuck ACM-IEEE CS Ken Kennedy Award (2010)
ACM-IEEE CS Eckert-Mauchly Award (1993)
Byounghak Lee ACM Gordon Bell Prize (2008)
Dhairya Malhotra ACM-IEEE CS George Michael Memorial HPC Fellowships (2015)
ACM Gordon Bell Prize
Performance (2010)
Lois C McInnes SIAM/ACM Prize in Computational Science and Engineering (2014)
Cleve Moler SIAM/ACM Prize in Computational Science and Engineering (2009)
Dianne P O'Leary ACM Distinguished Member (2006)
Naren Ramakrishnan ACM Distinguished Member (2009)
Sartaj K Sahni ACM Karl V. Karlstrom Outstanding Educator Award (2003)
Robert Schreiber ACM Distinguished Member (2006)
Horst D Simon ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
Barry Smith SIAM/ACM Prize in Computational Science and Engineering (2014)
James E. Smith ACM-IEEE CS Eckert-Mauchly Award (1999)
Kris Stewart ACM Senior Member (2015)
Nathan Tallent ACM-IEEE CS George Michael Memorial HPC Fellowships (2009)
Robert E Tarjan ACM Paris Kanellakis Theory and Practice Award (1999)
ACM A. M. Turing Award (1986)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Robert A. Walker Outstanding Contribution to ACM Award (2007)
ACM Distinguished Member (2006)
Bruce W Weide ACM Senior Member (2009)
Kesheng Wu ACM Distinguished Member (2010)
ACM Senior Member (2007)
Andrew C Yao ACM A. M. Turing Award (2000)
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 21
Robert Van De Geijn 20
Jennifer Scott 20
John Reid 17
Jack Dongarra 17
Bo Kågström 15
Timothy Davis 15
Donald Amos 14
Lawrence Shampine 14
Richard Hanson 14
Wayne Enright 14
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
Walter Gautschi 9
Elias Houstis 9
Nico Temme 9
Amparo Gil 9
Xiaoyesherry Li 9
Linda Kaufman 9
Javier Segura 9
Nicholas Higham 8
Jeff Cash 8
Field Van Zee 8
Ping Tang 8
Enrique Quintana-Ortí 8
Nicholas Gould 8
Patrick Keast 8
John Pryce 8
Terje Espelid 7
Michael Heroux 7
Ronald Boisvert 7
Gregorio Quintana-Ortí 7
Sven Hammarling 7
Ralph Kearfott 7
Hiroshi Akima 7
John Lewis 7
A Buckley 7
Almerico Murli 7
Thomas Hull 6
Albrecht Preusser 6
Daniel Kressner 6
James Lyness 6
Roger Grimes 6
Richard Bartels 6
Robert Kirby 6
David Gay 6
Anders Logg 6
Robert Ward 6
Pierre L'Ecuyer 6
Ian Gladwell 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
Paul Muir 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
Zhaojun Bai 5
Alexander Morgan 5
Krzysztof Sikorski 5
Anil Rao 5
William Mitchell 5
Yu Kuznetsov 5
Paolo Bientinesi 5
Mauricio Resende 5
Jeremy Du Croz 5
Paolo Toth 4
Tzemeng Low 4
Salvatore Filippone 4
Ian Robinson 4
Chao Yang 4
Wayne Dyksen 4
David Dodson 4
William Hager 4
Alan George 4
Valerio Parisi 4
Francesco Zirilli 4
Richard Lehoucq 4
Christof Vömel 4
Wolfgang Bangerth 4
Jean Muller 4
Paul Bailey 4
Norman Schryer 4
Naren Ramakrishnan 4
Uwe Naumann 4
Christian Bischof 4
Werner Rheinboldt 4
Jan Verwer 4
Calvin Ribbens 4
John Monahan 4
Daniel Lozier 4
Lothar Reichel 4
Charles Fulton 4
Osni Marques 4
Philip Sharp 4
Jorge Nocedal 4
David Kahaner 4
Ahmed Sameh 4
Michael Saunders 4
Carl De Boor 4
Joke Blom 4
Filippo Aluffi-Pentini 4
Beresford Parlett 4
Michael Patterson 4
David Smith 4
Tamara Kolda 4
Richard Brent 4
Margaret Wright 3
Charles Gear 3
Silvano Martello 3
Richard Simard 3
Willy Govaerts 3
Wolfgang Hörmann 3
Luís Vicente 3
Shaun Forth 3
Norman Gibbs 3
Alan Genz 3
Jon Bentley 3
Tobin Driscoll 3
Sanjiva Weerawarana 3
Yifan Hu 3
David Kincaid 3
Thomas Aird 3
Ron Dembo 3
Francesco Romani 3
Alfred Morris 3
Armido DiDonato 3
Alan Jennings 3
Jonathan Hogg 3
R Brankin 3
William Brown 3
Joachim Ahrens 3
Paola Favati 3
Juan Meza 3
William Kahan 3
Marzio Sala 3
Peter Benner 3
David Bailey 3
Maria Sosonkina 3
Desmond Higham 3
Bennett Fox 3
Aaron Fogelson 3
Webb Miller 3
Mariarosaria Rizzardi 3
David Shanno 3
Martin Berzins 3
Yozo Hida 3
Kenneth Neves 3
Anton Zettl 3
Stan Cabay 3
Richard Fateman 3
Anshul Gupta 3
Ian Barrodale 3
Ulrich Dieter 3
Alan Laub 3
William Symes 3
Giorgio Carpaneto 3
Francisco Igual 3
Steven Pruess 3
Roscoe Bartlett 3
Julien Langou 3
Arnold Neumaier 3
Grazia Lotti 3
Bruce Schmeiser 3
Lars Karlsson 3
Christoph Lauter 3
Danny Sorensen 3
Andrew Sommese 3
John Rice 3
Ron Brown 3
Alfredo Buttari 3
Kristján Jónasson 3
Bruno Lang 3
Niel Madsen 3
Toyat Cheung 3
Stavros Zenios 3
Giulio Giunta 3
Garth Wells 3
Masao Kodama 3
Kanghoh Phua 3
J Diaz 3
Robert Granat 3
Eric Grosse 3
Michael Berry 3
David Stoutemyer 3
Luisa D'amore 3
Frank Stenger 3
Phyllis Fox 3
Fayez Alhargan 3
Granville Sewell 3
Hatem Ltaief 3
Kenneth Hillstrom 3
Andrew Conn 3
Steven Benson 3
John Gunnels 3
Abdou Guermouche 2
Roger Pawlowski 2
Alex Pothen 2
William Payne 2
Ioannis Demetriou 2
Paul Plassmann 2
Alan Karp 2
Włodzimierz Proskurowski 2
Pamela Zave 2
Charles Lawson 2
Elizabeth Eskow 2
Virginia Klema 2
Ron Sacks-Davis 2
Michael McClellan 2
Lennart Johnsson 2
Françoise Tisseur 2
David Benson 2
Antoine Petitet 2
Kendall Stanley 2
George Corliss 2
Jörg Peters 2
M Weston 2
Patrick Amestoy 2
Kristian Olgaard 2
João Soares 2
K Hiebert 2
Mohamed el Lozy 2
Wolfgang Janko 2
Barry Brown 2
D Barry 2
Zvonimir Bujanović 2
Paul Calamai 2
Michel Daydé 2
Isak Jonsson 2
Louis Rall 2
P Prince 2
H Bücker 2
Frank Olver 2
John Mcnamee 2
John Gilbert 2
David Silvester 2
Alan Hindmarsh 2
Theodore Bickart 2
Zdenek Picel 2
ACM TOMS Staff 2
Leroy Drummond 2
Nedialko Nedialkov 2
Robert Smith 2
Kenneth Johnson 2
Mark Kramer 2
Jose Román 2
David Keyes 2
Walter Anderson 2
Herman Watts 2
Richard Wang 2
Nabih Abdelmalek 2
William Poole, 2
Markus Neher 2
Yihua Bai 2
Meiyue Shao 2
Roy Wampler 2
John Butcher 2
Michael Vrahatis 2
Paul Zimmermann 2
David Eyre 2
Guangning Tan 2
T Lam 2
William Eddy 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
Timo Betcke 2
Joris Van Deun 2
Frédéric Cazals 2
James Amato 2
Linwang Wang 2
Charles Dunham 2
Uri Ascher 2
Franklin Luk 2
Gregory Ammar 2
Keith Geddes 2
Christian Reinsch 2
Matthew Weinstein 2
Giuliano Laccetti 2
Jason Riedy 2
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Paul Stockmeyer 2
D Taylor 2
Joel Tendler 2
Angelo Corana 2
Karla Hoffman 2
Douglas Shier 2
Marnix Van Daele 2
Jorn Springer 2
Ove Skovgaard 2
Guohua Jin 2
Bryan Ford 2
Will Wright 2
George Marsaglia 2
Arno Rasch 2
Bruce Fabijonas 2
Colin Cryer 2
John Burkardt 2
Victor Eijkhout 2
Stefan Larimore 2
Thomas Patterson 2
C Wijers 2
G Poppe 2
François Rouet 2
Damian Rouson 2
Thomas Fairgrieve 2
Leonard Gray 2
Andrea Walther 2
S Pennington 2
Laurent Hascoët 2
Waiwan Tsang 2
Juan Montijano 2
Wayne Hayes 2
Esmond Ng 2
Andrew Hall 2
S Nugent 2
Andrew Sherman 2
Peter Alfeld 2
Mark Shephard 2
Tyler Smith 2
Joseph Leva 2
M Powell 2
Jerome Friedman 2
Ananth Grama 2
David Watkins 2
Andreas Griewank 2
Serge Gratton 2
Horst Simon 2
Jeffrey Arthur 2
Vadim Shapiro 2
Judith Gardiner 2
James Ho 2
Paul Boggs 2
Dianne O'Leary 2
Paul Buis 2
Danilo Erricolo 2
Francisco Facchinei 2
John Larson 2
Gary Howell 2
Rong Wang 2
Veerle Ledoux 2
Michael Anderson 2
Lawrence Levy 2
John Herriot 2
Zlatko Drmač 2
Stephen Joe 2
Ronald Armstrong 2
Theodore Fessler 2
Gil Shklarski 2
U Pape 2
Gopal Gupta 2
John Jezioranski 2
A Abrham 2
D Le 2
Martin Kronbichler 2
Paolo D'Alberto 2
John Nazareth 2
Karin Bennett 2
John Edwards 2
Inderjit Dhillon 2
Paolo Costantini 2
Kjell Gustafsson 2
Martin Alnaes 2
Robert Piessens 2
Hayato Waki 2
Michael Engquist 2
Leon Lasdon 2
Richard O'Neill 2
Dirk Laurie 2
Ali Bouaricha 2
Cleve Moler 2
Charles Dunkl 2
Donald Ramirez 2
Greg Henry 2
Robert Russell 2
J Christiansen 2
Vincent Lefèvre 2
Per Hansen 2
Sunyoung Kim 2
Jan Olszewski 2
Richard Weiss 2
Jeffrey Vitter 2
Leslie Foster 2
S Barry 2
Piotr Luszczek 2
Mauro Dell'Amico 2
Nikos Chrisochoides 2
Yves Nievergelt 2
Rida Farouki 2
Mohamed Kamel 2
Theodore Papatheodorou 2
J Smith 2
Bengt Fornberg 2
Catherine Houstis 2
Michael Giles 2
James Willenbring 2
Mofreh Zaghloul 2
Zvi Drezner 2
Robert Skeel 2
Lois McInnes 2
Jian He 2
Jean Utke 2
Sebastian Ferrando 2
Michael Mascagni 2
Tapio Schneider 2
Roy Welsch 2
Arunachalam Ravindran 2
Kenneth Jackson 2
Malcolm Pike 2
Alexandru Nicolau 2
Wilfried Gansterer 2
Mark Gockenbach 2
Paul Bratley 2
Michael Jenkins 2
Frederick Fritsch 2
Scott Sarra 2
Masakazu Kojima 2
Peter Hanson 2
Mark Jones 2
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Dennis Verschaeren 2
Roland Sweet 2
John Dennis, 2
Axel Ruhe 2
Alex Morgan 2
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Victor Norton 2
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S Considine 2
William Stewart 2
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Stef Graillat 2
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I Hill 2
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Michel Cosnard 2
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James Ball 2
George Davis 2
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Ilyssa Sanders 2
Geoffrey Huntington 2
Voratas Kachitvichyanukul 2
Jean L'excellent 2
Joaquim Martins 2
Joaquim Júdice 2
Christopher Paige 2
David Jeffrey 2
Paul Kelly 2
L Stoltz 2
Charles Duris 2
P Culligan-Hensley 2
Spencer Shellman 2
Charles Van Loan 2
Per Thomsen 2
David Melgaard 2
Roger Abernathy 2
Dennis Snow 2
Jorge Leis 2
David Spooner 2
Jean Dumas 2
Ichitaro Yamazaki 2
Stanimire Tomov 2
Kevin Broughan 2
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Allan Macleod 2
Brigitte Verdonk 2
Philip Gill 2
John Roulier 2
Peter Dew 2
Stephen Peters 2
Nathan Bell 2
Ladislav Lukšan 2
Masha Sosonkina 2
Joseph Flaherty 2
Ann Catlin 2
Xiaobai Sun 2
Hans Langtangen 2
Richard Byrd 2
J Yohe 2
Walter Murray 2
David McAllister 2
Bryan Marker 2
John Mulvey 2
George Hall 2
Gheorghe Bercea 1
Graham Markall 1
Julio Góez 1
Huamin Li 1
George Linderman 1
Arthur Szlam 1
Kelly Stanton 1
Ahmad Abdelfattah 1
Eunyoungseegyoung Seol 1
Deoksoo Kim 1
Emil Sluşanschi 1
Kazuhide Nakata 1
Katsuki Fujisawa 1
Anil Hirani 1
Dennis Tenney 1
Raphael Finkel 1
L Yarberry 1
David Juedes 1
James Money 1
Manolis Lourakis 1
David Smith 1
John Bownds 1
Peter Molenaar 1
Guillaume Quintin 1
Daniela Serafino 1
Robert and Thomas 1
Rencang Li 1
William Davidon 1
John Tomlin 1
William Spotz 1
Mark Fahey 1
Mohamed Tadjouddine 1
Qun Ma 1
Stuart Smith 1
Stephen Billups 1
Jianfeng Lu 1
Valeria Simoncini 1
G Walster 1
Stefanode Marchi 1
John Drake 1
J Bus 1
Makoto Matsumoto 1
John Garavelli 1
P Sinha 1
M Vanbegin 1
Nathan Krislock 1
George Constantinides 1
Pamela Williams 1
Ricardo Oliva 1
Victoria Averbukh 1
Christopher Jones 1
Kris Stewart 1
Mike Minkoff 1
Trong Wu 1
Lloyd Trefethen 1
Guillaume Hanrot 1
Laurent Fousse 1
Ian Sloan 1
C Phillips 1
Jayadev Misra 1
Robert Fairlie 1
Dror Irony 1
Alan Taylor 1
Rayan Saab 1
Erika Fuentes 1
R Cormack 1
John Larson 1
Robert Bryan 1
Paul Swarztrauber 1
Seppo Linnainmaa 1
M Razaz 1
Edward Battiste 1
Jeff Hammond 1
Nichols Romero 1
V Kane 1
Billy Buckles 1
Eric Schnepf 1
Jaroslav Kautsky 1
Sylvan Elhay 1
Ahmed Ali 1
Zlatko Drmavc 1
Martin Van Gijzen 1
Are Bruaset 1
Richard Neidinger 1
Gerard Berthiau 1
Michael Hill 1
Enrico Bertolazzi 1
Dirk Roose 1
Souji Koikari 1
S Daniel 1
Esko Cate 1
David Evans 1
Roland Freund 1
Peter Poromaa 1
José Ferrándiz 1
Prabhu Ramachandran 1
Martin Albrecht 1
John Savage 1
Mohammad Zubair 1
Marc Daumas 1
Helgi Adalsteinsson 1
Manuel Novoa 1
Paul Wang 1
Reinaldo Palhares 1
Md Patwary 1
Mingcen Gao 1
Simon Polak 1
P Beck 1
Mary Pasternak 1
Yinyu Ye 1
Stefan Wild 1
Aravind Joshi 1
Roger Koenker 1
Shlomo Weiss 1
Valeria Cardellini 1
Colin Desa 1
Víctor Domínguez 1
Eldon Hansen 1
Merrell Patrick 1
Guillem Borrell 1
Dominic Meiser 1
Jeremy Appleyard 1
Dhavide Aruliah 1
Jeremy Siek 1
Johannes Lotz 1
Frédéric Goualard 1
Marcos Escobar 1
João Paixão 1
Lutz Grosz 1
Jonathan Hu 1
Henk Sollie 1
Vijaya Ambati 1
Guido Kanschat 1
Martin Frank 1
Marjorie McClain 1
Jerry Draayer 1
Massimiliano Ferronato 1
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Federico Milano 1
Katja Poikselka 1
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Andres Sarmiento 1
Christine Tobler 1
Maarten De Hoop 1
Emmanuel Agullo 1
Vlad Dumitrel 1
Ariela Sofer 1
Stephen Nash 1
Diane Willcock 1
Duane Rettig 1
A McKenney 1
David Azulay 1
Jean Pique 1
Marcos Raydan 1
Jeffrey Haag 1
Lawrence Barinka 1
L Daniel 1
Bede Liu 1
Teofilo Gonzalez 1
Francoise Veillon 1
R Simpson 1
David Probst 1
M Ramakrishna 1
Jens Keiner 1
Jim Xia 1
David Stewart 1
Mark Nardin 1
Daniel Tuyttens 1
M Yakovlev 1
Y Chang 1
Mercedes Marqués 1
Jiguang Sun 1
C Barneveld Binkhuysen 1
Andrew Schoene 1
Alan Davies 1
Harry Wijshoff 1
Michael Lucks 1
Toufic Boubez 1
Karen Marmol 1
Miloud Sadkane 1
Robert Rieben 1
Greet Berghe 1
Michael Hutchinson 1
John Pomeranz 1
Milan Kubicek 1
J Legros 1
S Goudreau 1
Anil Jain 1
Claude Brezinski 1
William Hemmerle 1
D Sayers 1
James Lovato 1
Eduardo Goncalves 1
Michele Marrone 1
William Kurator 1
Andrew Yao 1
Stuart Feldman 1
Stephen Johnson 1
S Durham 1
Geoff McKeown 1
John Nash 1
Tibor Grasser 1
Cid De Souza 1
Alberto Abad 1
Fernando Blesa 1
Makoto Yamashita 1
Maho Nakata 1
ChinJu Fan 1
M Fisher 1
Joel Katcoff 1
Ingrid Bongartz 1
Tom Rowan 1
Christopher Baker 1
Helmut Roth 1
José Martínez 1
Martin Berggren 1
Timothy Freeman 1
Qiang Ye 1
James Verner 1
C Forney 1
Louis Ehrlich 1
Susan Picken 1
Götz Alefeld 1
Jianguo Xin 1
Satish Reddy 1
Walter Leeb 1
K Helland 1
S Chan 1
Joseph McKean 1
Wilhelm Ericksen 1
A Lenir 1
Serkan Gugercin 1
Peter Sonneveld 1
Marco Bodrato 1
Peter Kaps 1
C Praagman 1
Francois Durdin 1
Koen Engelborghs 1
Gary Krenz 1
Harald Niederreiter 1
H Wang 1
Jose Reyes 1
Jesús Vigo-Aguiar 1
Karl Meerbergen 1
Nathan Tedford 1
Stefan Kunis 1
Daniel Potts 1
Kent Mardal 1
Peter Kornerup 1
Nicolas Louvet 1
Theodore Simos 1
Achim Schweikard 1
Warren Perger 1
HaiJun Su 1
Zhonggang Zeng 1
Shuo Chen 1
David Kuck 1
Jitse Niesen 1
Matthew Petro 1
Daniel White 1
Jan Riehme 1
Cyrus Mehta 1
Daniel Dolk 1
Jürgen Hake 1
Saleem Mohideen 1
Arun Verma 1
Linus Schrage 1
Karen Haskell 1
A Messner 1
Florent de Dinechin 1
R Whaley 1
M Ratner 1
Chris Kees 1
Robert Schreiber 1
Ulrich Eckhardt 1
Knud Andersen 1
Keith Meintjes 1
W Gentleman 1
Mo Mu 1
Andreas Klimke 1
Barbara Wohlmuth 1
Philip Wolfe 1
Chris Hill 1
Joseph Rios 1
Robert Rosenberg 1
Alba Valtulina 1
Suh Kang 1
Sonil Mukherjee 1
Michael Lerch 1
P Beck 1
Paul Jansen 1
Peter Weidner 1
Daniela Lera 1
James Nagy 1
Severiano González-Pinto 1
David Pearce 1
Frank Rubin 1
Silviu Filip 1
F Lichtenberger 1
Gordon, Royle 1
Pedro Celis 1
Heesun Hong 1
Matthew Nyerges 1
Trevor Cickovski 1
B Sijnave 1
Marco Vianello 1
Shahram Semnani 1
Robert Ketzscher 1
Luc Rutten 1
Andreas Stathopoulos 1
Cevdet Aykanat 1
Alastair Donaldson 1
Barry Smith 1
Jason Sarich 1
Patricia Hough 1
James Bennett 1
Sandro Romanzetti 1
T Dierkes 1
Paul Nikolai 1
Nadim Shah 1
John Walsh 1
J Jansen 1
Paul Holland 1
Mutsuo Saito 1
Milan Novotny 1
Kozo Ichida 1
Makoto Matsumoto 1
Willi Schönauer 1
Christopher Beattie 1
Trond Steihaug 1
Giuseppe Fiorentino 1
Luc Pluym 1
Daniel Reynolds 1
Gianmarco Manzini 1
Peter Otto 1
TaTung Chow 1
Anthony Padula 1
Fernando Garcıa-Alonso 1
Toon Knapen 1
Gregory Bard 1
Guillaume Melquiond 1
Stanley Eisenstat 1
Robert Walker 1
Xia Ji 1
M Gordon 1
W Wyatt 1
Virginie De Witte 1
Serge Torres 1
Francis Russell 1
Anthony Castaldo 1
Paul Castillo 1
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D Boulton 1
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Cass Miller 1
Krister Dackland 1
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No Author 1
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Mukkai Krishnamoorthy 1
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Wojciech Smigaj 1
Pierre Fortin 1
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Affiliation Paper Counts
Universidad de Los Andes, Colombia 1
Vilnius University 1
National Institute for Research and Development in Informatics 1
University of Puerto Rico-Mayaguez 1
Weierstrass Institute for Applied Analysis and Stochastics 1
Hydrological Service of Israel 1
Toyota Technological Institute at Chicago 1
Edinboro University of Pennsylvania 1
NVIDIA 1
The MathWorks, Inc. 1
Ariel University Center of Samaria 1
Bergen Scientific Centre 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
Universite de Bordeaux 1
University of Houston-Downtown 1
Laboratoire Bordelais de Recherche en Informatique 1
Indian Institutes of Managements 1
Meiji University 1
Davidson College 1
Technion - Israel Institute of Technology 1
University of Graz 1
Waseda University 1
Universite Claude Bernard Lyon 1 1
Institute of Marine Research 1
Brooklyn College 1
AT&T Information Systems 1
Ecole Centrale Paris 1
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Open University of the Netherlands 1
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University of Strathclyde 1
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University of Alabama 1
Harris Corporation 1
Indian Institute of Technology, Madras 1
Korea Institute of Science and Technology 1
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Defence Science and Technology Laboratory 1
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Stony Brook University 1
University of Melbourne 1
Nokia Corporation 1
Universite Hassan 1er 1
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Clark University 1
Polytechnic University, Gdansk 1
Oracle Corporation 1
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Palo Alto Research Center Incorporated 1
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Siemens AG 1
Sunnybrook Health Sciences Centre 1
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Institute of Chemical Methodologies, Rome 1
University of California, Riverside 1
University of Aarhus 1
North-West University 1
Ford Motor Company 1
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Gettysburg College 1
Temple University 1
Verimag 1
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University of Copenhagen 1
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University of Gottingen 1
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University of Leicester 1
Culham Lab 1
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Beihang University 1
Brno University of Technology 1
VA Medical Center 1
Lappeenranta University of Technology 1
University of Massachusetts Amherst 1
Danish Meteorological Institute 1
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CPB Netherlands Bureau for Economic Policy Analysis 1
Chuo University 1
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Keimyung University 1
Japan Science and Technology Agency 1
SAIC 1
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University of Witwatersrand 1
United States National Aeronautics and Space Administration 1
Riken 1
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Wright State University 1
Tamkang University 1
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University of Southern Denmark 1
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Indiana University 1
National Center for Atmospheric Research 1
Universite Montpellier 2 Sciences et Techniques 1
University of Chemistry and Technology, Prague 1
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2003
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2001
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2000
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1999
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1993
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1992
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1991
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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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