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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 XXX: MANBIS--A C++ Mathematical Software Package for Locating and Computing Efficiently Many Roots of a Function: Theoretical Issues

MANBIS is a C++ mathematical software package for tackling the problem of computing the roots of a function when the number of roots is very large. This problem has a broad variety of applications in various fields of science and technology. MANBIS applies the bisection method to obtain a root according to a predetermined accuracy. Thus, the only computable information required is the algebraic signs of the considered function which is the smallest amount of information necessary for the purpose needed, and not any additional information. MANBIS is able to compute very efficiently a user-given percentage of roots and draws its strength from the fact that the roots are expected to be many. Furthermore, MANBIS is capable of estimating without any additional function computational cost the total number of roots within the user-given interval. Our approach can also be efficiently applied in cases where the distribution of the roots is not known. If the roots are uniformly distributed then the estimation becomes better. This estimation is revised and improved after each iteration, when new roots have been discovered. We describe the user interface to MANBIS and present several details of its implementation, as well as examples of its usage.

A Domain-Specific Language and Editor for Parallel Particle Methods

Domain-specific languages (DSLs) are of increasing importance in scientific high-performance computing to reduce development costs, raise the level of abstraction and, thus, ease scientific programming. However, designing and implementing DSLs is not an easy task, as it requires knowledge of the application domain and experience in language engineering and compilers. Consequently, many DSLs follow a weak approach using macros or text generators, which lack many of the features that make a DSL a comfortable for programmers. Some of these featurese.g., syntax highlighting, type inference, error reporting, and code completionare easily provided by language workbenches, which combine language engineering techniques and tools in a common ecosystem. In this paper, we present the Parallel Particle-Mesh Environment (PPME), a DSL and development environment for numerical simulations based on particle methods and hybrid particle-mesh methods. PPME uses the meta programming system (MPS), a projectional language workbench. PPME is the successor of the Parallel Particle-Mesh Language (PPML), a Fortran-based DSL that used conventional implementation strategies. We analyze and compare both languages and demonstrate how the programmers experience can be improved using static analyses and projectional editing. Furthermore, we present an explicit domain model for particle abstractions and the first formal type system for particle methods.

On round-off error growth in elliptic problems

Large-scale linear systems arise in finite difference and finite element discretizations of elliptic problems. With increasing computer performance, ever larger systems are solved using direct methods. How large can such systems be without roundoff compromising accuracy? Here we model roundoff dynamics in standard $LU$ and $LDL^{\mathrm T}$ decompositions with respect to problem size $N$. For the 1D Poisson equation with Dirichlet boundary conditions on an equidistant grid, we show that the relative error in the factorized matrix grows like $\mathrm O(\epsilon \sqrt{N})$ if roundoffs are modeled as independent, expectation zero random variables. With bias, the growth rate changes to $\mathrm O(\epsilon N)$. Subsequent back substitution results in typical error growths of $\mathrm O(\epsilon N\sqrt{N})$ and $\mathrm O(\epsilon N^2)$, respectively. Error growth is not governed by the condition number, but by the dynamics of the computational process. Computational results are demonstrated in several examples, including a few fourth order 1D problems and second order 2D problems, showing that error accumulation depends strongly on the solution method. Thus, the same $LU$ solver may exhibit different growth rates for the same 2D Poisson problem, depending on whether the 5-point or 9-point FDM operator is used.

Algorithm XXX: AMGKQ: An Efficient Implementation of Adaptive Multivariate Gauss-Kronrod Quadrature for Simultaneous Integrands in Octave/MATLAB

The algorithm AMGKQ for adaptive multivariate Gauss-Kronrod quadrature over hyper-rectangular regions of arbitrary dimensionality is proposed and implemented in Octave/MATLAB. It can approximate numerically any number of integrals over a common domain simultaneously. Improper integrals are addressed through singularity weakening coordinate transformations. Internal singularities are addressed through the use of breakpoints. Its accuracy performance is investigated thoroughly, and its running time is compared to other commonly available routines in two and three dimensions. Its running time can be several orders of magnitude faster than recursively called quadrature routines. Its performance is limited only by the memory structure of its operating environment. Included with the software are numerous examples of its invocation.

A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives

Computational models play a key role in engineering, but managing large codes and integrating them to solve multidisciplinary problems can be a bottleneck. Computational frameworks alleviate this problem by facilitating a modular implementation of computational models; however, existing frameworks are not designed to couple multiple large-scale models efficiently, especially when derivatives are needed. These limitations motivate the modular analysis and unified derivatives (MAUD) architecture. MAUD allows computational frameworks to efficiently couple heterogeneous computational models and to compute the derivatives needed for optimization in a semi-automated way. To do this, MAUD formulates the multidisciplinary model as a nonlinear system of equations, which leads to a linear equation that unifies all methods for computing derivatives including the adjoint method. This formulation enables a compact framework design that provides parallel data passing, supports hierarchical decomposition, and efficiently solves coupled systems. These features are demonstrated by solving two problems using a Python implementation of MAUD: nanosatellite optimization with more than 2 million unknowns and 25,000 design variables, and aircraft operations optimization involving over 6,000 design variables and 23,000 constraints. MAUD is now implemented in OpenMDAO, NASA's open-source framework, and it has been used to solve aircraft, satellite, wind turbine, and jet engine design problems.

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 1975-2018
Publication Count 1526
Citation Count 15536
Available for Download 1526
Downloads (6 weeks) 4771
Downloads (12 Months) 46848
Downloads (cumulative) 1046527
Average downloads per article 686
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)
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
Special Category (2009) ACM Gordon Bell Prize
Special Category (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 Gunnels ACM Gordon Bell Prize (2007)
John A. Gunnels 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)
ACM A. M. Turing Award (1989)
Erich L Kaltofen ACM Fellows (2009)
Matthew Knepley SIAM/ACM Prize in Computational Science and Engineering (2014)
Nectarios Koziris ACM Senior Member (2009)
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)
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)
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)
Robert B Schnabel ACM Fellows (2010)
Robert Schreiber ACM Fellows (2012)
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)
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)
ACM A. M. Turing Award (1986)
Joseph Traub ACM Fellows (1994)
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)
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 ACM A. M. Turing Award (2000)
ACM Fellows (1995)
Pamela Zave ACM Fellows (2001)
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
Jennifer Scott 21
Fred Krogh 21
Robert Van De Geijn 20
John Reid 17
Jack Dongarra 17
Timothy Davis 16
Bo Kågström 15
Richard Hanson 15
Donald Amos 14
Lawrence Shampine 14
Wayne Enright 14
Jorge Moré 12
John Rice 12
Layne Watson 12
James Demmel 12
Burton Garbow 12
Joseph Liu 11
Fred Gustavson 11
Timothy Hopkins 10
William Cody 10
Field Van Zee 9
Walter Gautschi 9
Elias Houstis 9
Linda Kaufman 9
Javier Segura 9
Amparo Gil 9
Xiaoyesherry Li 9
Nico Temme 9
Nicholas Higham 8
Jeff Cash 8
Ping Tang 8
Enrique Quintana-Ortí 8
Nicholas Gould 8
John Pryce 8
Patrick Keast 8
Michael Heroux 7
Terje Espelid 7
Ronald Boisvert 7
Gregorio Quintana-Ortí 7
Sven Hammarling 7
Ralph Kearfott 7
Hiroshi Akima 7
John Lewis 7
Albert Buckley 7
Almerico Murli 7
Thomas Hull 6
Albrecht Preusser 6
Daniel Kressner 6
Philippe Toint 6
James Lyness 6
Richard Bartels 6
Roger Grimes 6
Robert Kirby 6
Jean Muller 6
David Gay 6
Pierre L'Ecuyer 6
Anders Logg 6
Robert Ward 6
Ian Gladwell 6
Ronald Cools 6
Anil Rao 6
Yu Kuznetsov 6
Panos Pardalos 6
Gilbert Stewart 6
Annie Cuyt 6
Patrick Gaffney 5
Tamar Schlick 5
Geoffrey Hill 5
Robert Schnabel 5
Thomas Coleman 5
Jerzy Waśniewski 5
Paul Muir 5
Van Van Snyder 5
Kendall Atkinson 5
Graeme Fairweather 5
Tony Chan 5
Wolfgang Bangerth 5
Sivan Toledo 5
Richard Sincovec 5
Jarle Berntsen 5
Krzysztof Sikorski 5
Alexander Morgan 5
Zhaojun Bai 5
William Mitchell 5
Jeremy Du Croz 5
Mauricio Resende 5
Paolo Toth 4
Chao Yang 4
Tzemeng Low 4
Andrew Sommese 4
Salvatore Filippone 4
Ian Robinson 4
Wayne Dyksen 4
David Dodson 4
William Hager 4
Valerio Parisi 4
Francesco Zirilli 4
Alan George 4
Christof Vömel 4
Paul Bailey 4
Richard Lehoucq 4
Uwe Naumann 4
Calvin Ribbens 4
Norman Schryer 4
Werner Rheinboldt 4
Jan Verwer 4
Naren Ramakrishnan 4
Christian Bischof 4
Jonathan Hogg 4
Paolo Bientinesi 4
John Monahan 4
Daniel Lozier 4
Lothar Reichel 4
Michael Saunders 4
Charles Fulton 4
Filippo Aluffi-Pentini 4
Philip Sharp 4
Jorge Nocedal 4
Carl De Boor 4
David Kahaner 4
Joke Blom 4
Ahmed Sameh 4
Osni Marques 4
Paolo Bientinesi 4
Mariarosaria Rizzardi 4
David Smith 4
Richard Brent 4
Tamara Kolda 4
Beresford Parlett 4
Michael Patterson 4
Eric Grosse 3
Fayez Alhargan 3
David Stoutemyer 3
Luisa D'Amore 3
Matthew Weinstein 3
Shaun Forth 3
John Gunnels 3
Alan Genz 3
Willy Govaerts 3
Steven Benson 3
Wolfgang Hörmann 3
Charles Gear 3
Silvano Martello 3
Margaret Wright 3
Kenneth Hillstrom 3
Luís Vicente 3
Richard Simard 3
Andrew Conn 3
Norman Gibbs 3
Hatem Ltaief 3
Tobin Driscoll 3
Thomas Aird 3
Yifan Hu 3
Armido Didonato 3
Alfred Morris 3
William Brown 3
Sanjiva Weerawarana 3
Francesco Romani 3
Alan Jennings 3
Ron Dembo 3
David Kincaid 3
Jon Bentley 3
R Brankin 3
Tyler Smith 3
William Kahan 3
Marzio Sala 3
Juan Meza 3
Joachim Ahrens 3
Paola Favati 3
Zlatko Drmač 3
Yozo Hida 3
Peter Benner 3
Bennett Fox 3
Martin Berzins 3
Kenneth Neves 3
Anton Zettl 3
Webb Miller 3
Maria Sosonkina 3
Desmond Higham 3
Aaron Fogelson 3
David Shanno 3
David Bailey 3
Anshul Gupta 3
Ian Barrodale 3
Ulrich Dieter 3
William Symes 3
Stan Cabay 3
Richard Fateman 3
Giorgio Carpaneto 3
Alan Laub 3
Stef Graillat 3
Julien Langou 3
Christoph Lauter 3
Francisco Igual 3
Mofreh Zaghloul 3
Lars Karlsson 3
Roscoe Bartlett 3
Bruce Schmeiser 3
John Rice 3
Ron Brown 3
Danny Sorensen 3
Steven Pruess 3
Grazia Lotti 3
Arnold Neumaier 3
Robert Granat 3
Alfredo Buttari 3
Garth Wells 3
Bruno Lang 3
Niel Madsen 3
J Díaz 3
Giulio Giunta 3
Kristján Jónasson 3
Stavros Zenios 3
Masao Kodama 3
Toyat Cheung 3
Kanghoh Phua 3
Michael Berry 3
Granville Sewell 3
Frank Stenger 3
Phyllis Fox 3
Nathan Bell 2
Rida Farouki 2
Leslie Foster 2
James Willenbring 2
Masha Sosonkina 2
Joseph Flaherty 2
Nikos Chrisochoides 2
Vincent Lefèvre 2
Jeffrey Vitter 2
Theodore Papatheodorou 2
Mohamed Kamel 2
J Smith 2
Bengt Fornberg 2
Ladislav Lukšan 2
Alan Karp 2
Catherine Houstis 2
Dirk Laurie 2
Ann Catlin 2
Hans Langtangen 2
Ali Bouaricha 2
Greg Henry 2
Jan Olszewski 2
Robert Russell 2
J Christiansen 2
Richard Byrd 2
Yves Nievergelt 2
David McAllister 2
Piotr Luszczek 2
John Mulvey 2
Walter Murray 2
S Barry 2
Xiaobai Sun 2
J Yohe 2
Mauro Dell'Amico 2
Per Hansen 2
Charles Dunkl 2
Donald Ramirez 2
Richard Weiss 2
Cleve Moler 2
Sunyoung Kim 2
Jonathan Hauenstein 2
Michael Giles 2
Sebastian Ferrando 2
Francisco Sayas 2
Jian He 2
Marnix Van Daele 2
Guohua Jin 2
Scott Sarra 2
Mani Mehra 2
Wilfried Gansterer 2
Arno Rasch 2
Irene Moulitsas 2
Paul Bratley 2
Zvi Drezner 2
Ove Skovgaard 2
Will Wright 2
Bryan Ford 2
Frederick Fritsch 2
Lois McInnes 2
Michael Mascagni 2
George Marsaglia 2
Colin Cryer 2
Mark Gockenbach 2
Victor Eijkhout 2
Michael Jenkins 2
Alexandru Nicolau 2
Robert Skeel 2
Malcolm Pike 2
Jean Utke 2
Arunachalam Ravindran 2
Kenneth Jackson 2
Karla Hoffman 2
Douglas Shier 2
Tapio Schneider 2
Jörn Springer 2
Peter Hanson 2
Bruce Fabijonas 2
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Masakazu Kojima 2
Paul Kelly 2
Spencer Shellman 2
Benjamin Burton 2
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Kazushige Goto 2
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Voratas Kachitvichyanukul 2
Jorge Leis 2
Roger Abernathy 2
Per Thomsen 2
David Melgaard 2
George Davis 2
Dennis Snow 2
David Spooner 2
Thomas Foley 2
Christopher Paige 2
Jean L'excellent 2
Charles Van Loan 2
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I Hill 2
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D Le 2
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U Pape 2
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Gurpur Prabhu 1
Cliff Addison 1
Peter Klier 1
Kenneth Weber 1
Michael Mesnier 1
J Kaganove 1
David Price 1
Barry Weiss 1
Sally Howe 1
James Davenport 1
Stephen Sullivan 1
Florian Potra 1
Gwendolen Hines 1
James Carrig 1
Gerard Meyer 1
Kincho Law 1
Lorraine Baca 1
Jacek Kierzenka 1
J Schwing 1
Raúl De La Cruz 1
Gordon Clark 1
Leigh Power 1
G Taylor 1
Henk Koppelaar 1
Maborobert Ito 1
H Crane 1
Peter Weinberger 1
M Halse 1
Michael Schneider 1
P Papachiou 1
Frederick Sauer 1
Darwin Klingman 1
George Byrne 1
Peter Brown 1
Jim Jones 1
Andrew Salinger 1
Benjamin Seibold 1
Vasileios Karakasis 1
Athena Elafrou 1
Kornilios Kourtis 1
Georgios Goumas 1
Éric Schost 1
Makoto Yamashita 1
Robin Hogan 1
Daniel Brake 1
Shiwen He 1
Diego Fabregat-Traver 1
Clarence Rowley 1
Lin Lin 1
Matthias Voigt 1
Claude Jeannerod 1
Jianlin Xia 1
Roldan Pozo 1
Miloud Sadkane 1
Hiroshi Sugimoto 1
Rudi Zagst 1
Rogel Rojas-Bello 1
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Dalal Sukkari 1
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Trond Steihaug 1
Milan Novotny 1
John Walsh 1
Richard Luczak 1

Affiliation Paper Counts
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
Leibniz Supercomputing Center Munich 1
Toyota Technological Institute at Chicago 1
Edinboro University of Pennsylvania 1
NVIDIA 1
The MathWorks, Inc. 1
Bergen Scientific Centre 1
Statoil ASA 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
Ritsumeikan University, Biwako-Kusatsu 1
Universite Paris Saclay 1
Laboratoire Bordelais de Recherche en Informatique 1
Indian Institutes of Managements 1
IBM, India 1
IBM, Netherlands 1
Laboratoire de l'Informatique du Parallelisme 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
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
Indian Institute of Technology, Madras 1
Korea Institute of Science and Technology 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
University of Melbourne 1
Nokia Corporation 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 Incorporated 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 Company 1
University of Missouri-St. Louis 1
Gettysburg College 1
Temple University 1
Verimag 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
Utah State University 1
Michigan State University 1
Miami University Oxford 1
Michoacan University of Saint Nicholas of Hidalgo 1
Eindhoven University of Technology 1
Public University of Navarrea 1
Colegio de Postgraduados 1
University College of Boras 1
Wake Forest University 1
University of Leicester 1
University of Idaho 1
Universidad de Los Andes, Colombia 1
Vilnius University 1
Ohio University Athens 1
Baylor University 1
Auburn University 1
University of Reading 1
University of Oregon 1
National Chiao Tung University Taiwan 1
Lubeck University 1
MITRE Corporation 1
Mathematical Sciences Research Institute 1
Verizon Communications 1
The Council for Scientific and Industrial Research 1
Ca' Foscari University of Venice 1
Institute of Ocean Sciences, Fisheries and Oceans Canada 1
Beihang University 1
Brno University of Technology 1
Adam Mickiewicz University in Poznan 1
VA Medical Center 1
Lappeenranta University of Technology 1
University of Massachusetts Amherst 1
Danish Meteorological Institute 1
Kalamazoo College 1
Fordham University 1
CPB Netherlands Bureau for Economic Policy Analysis 1
Chuo University 1
University of Kansas Lawrence 1
Keimyung University 1
SAIC 1
University of Trento 1
University of Witwatersrand 1
United States National Aeronautics and Space Administration 1
Riken 1
Tech-X Corporation 1
INRIA Lorraine 1
The University of North Carolina System 1
University of South Carolina 1
Wright State University 1
Tamkang University 1
Polytechnic School of Montreal 1
University of Southern Denmark 1
Bloomsburg University 1
Macquarie University 1
Ethyl Corporation 1
Universite de Bretagne Occidentale 1
European Organization for Nuclear Research 1
Thales Alenia Space 1
US Naval Underwater Systems Center 1
Fort Hays State University 1
University of Calabria 1
Bucknell University 1
University of Canterbury 1
Humboldt State University 1
Royal Holloway University of London 1
Brunel University London 1
Harvard-Smithsonian Center for Astrophysics 1
Flinders University of South Australia 1
California State University Northridge 1
RIKEN (The Institute of Physical and Chemical Research) 1
Indiana University 1
National Center for Atmospheric Research 1
University of Chemistry and Technology, Prague 1
Exxon Mobil Corporation 1
The University of Warwick 1
Aalborg University 1
Meiji University 1
Universite Libre de Bruxelles 1
Rutgers University-Newark Campus 1
California State University Fullerton 1
National University of Cordoba 1
Humboldt University of Berlin 1
Western Michigan University 1
University of Liege 1
Universidad Central de Venezuela 1
Universite Pierre et Marie Curie 1
Johns Hopkins Hospital 1
Royal Institute of Technology 1
University of Amsterdam 1
Institute for Infocomm Research, A-Star, Singapore 1
Chinese University of Hong Kong 1
Illinois Institute of Technology 1
University of Helsinki 1
Lockheed Martin Corporation 1
University of Haifa 1
Radcliffe Infirmary 1
University of Texas at Arlington 1
Ohio State University 1
Arizona State University 1
Queens College, City University of New York 1
Cleveland State University 1
Sintef Foundation for Scientific and Industrial Research At the Norwegian Institute of Technology 1
Middle East Technical University 1
ANSYS, Inc. 1
University of Geneva 1
Proudman Oceanographic Laboratory 1
University of Parma 1
University of Illinois 1
Nanyang Technological University 1
James Madison University 1
Bogazici University 1
Unisys Corporation 1
University of Missouri-Columbia 1
MIT Computer Science and Artificial Intelligence Laboratory 1
NASA Goddard Space Flight Center 1
University of Salerno 1
Academy of Economic Studies, Bucharest 1
Lulea University of Technology 1
University of Rochester Laboratory for Laser Energetics 1
Universitat Politecnica de Catalunya 1
German Aerospace Center 1
Laboratoire d'Informatique, de Robotique et de Microelectronique de Montpellier LIRMM 1
Technical University in Braunschweig 1
University of Copenhagen, Faculty of Life Sciences 1
University of Sao Paulo 1
Massey University 1
Universite de Limoges 1
University of Bradford 1
National University of Ireland, Galway 1
Hong Kong University of Science and Technology 1
Sabanci University 1
Educational Testing Service 1
University of California , Merced 1
Linkoping University 1
University of Adelaide 1
Tampere University of Technology 1
Washington State University 1
Technical University of Hamburg-Harburg 1
University of KwaZulu-Natal 1
University of Ulm 1
National Physical Laboratory 1
Carleton University 2
Bowling Green State University 2
University of Wisconsin 2
Universite de la Mediterranee Aix-Marseille II 2
Foundation for Research and Technology-Hellas 2
Chinese Academy of Sciences 2
Graz University of Technology 2
Texas A and M University System 2
University of Minho 2
Hewlett-Packard Inc. 2
Texas Tech University at Lubbock 2
Technical University of Clausthal 2
University of Florence 2
Johannes Kepler University Linz 2
The Johns Hopkins University Applied Physics Laboratory 2
Queen Mary, University of London 2
University of Durham 2
The Babcock & Wilcox Company 2
Ecoles polytechniques federales 2
Pacific Northwest National Laboratory 2
Cardiff University 2
Osaka University 2
Hanyang University 2
University of Tokyo 2
Stanford Linear Accelerator Center 2
Clarkson University 2
University of Camerino 2
Ben-Gurion University of the Negev 2
Naval Research Laboratory 2
Complutense University of Madrid 2
National Telecommunications and Information Administration 2
Technical University of Madrid 2
University of Athens 2
Laboratoire d'Informatique de l'Ecole Polytechnique 2
The University of Georgia 2
Autonomous Technological Institute of Mexico 2
University of Bath 2
Shell Global 2
Syracuse University 2
University of California, San Diego 2
Hiroshima University 2
Nortel Networks 2
Universite de Nantes 2
University of Verona 2
University of Cagliari 2
University of Electro-Communications 2
National Autonomous University of Mexico 2
Arkansas State University 2
Laval University 2
Zuse Institute Berlin 2
Griffith University 2
Naval Postgraduate School 2
California State University 2
Gonzaga University 2
University of Monastir 2
University of Nis 2
University of Cyprus 2
Yahoo Inc. 2
Ariel University Center of Samaria 2
University of the West of Scotland 2
McMaster University, Faculty of Engineering 2
IBM France Company 2
University of Montpellier 2
University of East Anglia 2
SRI International 2
Kansas State University 2
University of Erlangen-Nuremberg 2
NASA Langley Research Center 2
Catholic University of Louvain, Louvain-la-Neuve 2
Loughborough University 2
Emory University 2
University of Crete 2
University of Stellenbosch 2
Universidad Carlos III de Madrid 2
University of Sheffield 2
University of Ontario Institute of Technology 2
Victoria University of Wellington 2
Northeastern Illinois University 2
Universidad De Los Andes, Merida 2
McGill University 2
Delaware State University 2
University of Siena 2
Universidad de la Laguna 2
Austrian Academy of Sciences 2
University Politehnica of Bucharest 2
University of Peloponnese 2
Uppsala University 2
Marshall University 2
Oberlin College 2
University of Wisconsin Eau Claire 2
Google Inc. 2
Brookhaven National Laboratory 2
The University of Hong Kong 2
City University of New York 2
Louisiana State University 2
Ames Laboratory 2
Bremen University 2
Naval Surface Warfare Center Dahlgren Division 2
Ontario Cancer Institute 2
Wayne State University 2
Universite des Sciences et Technologies de Lille 2
Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Madrid 2
Universite Paris 13 2
Defence College of Management and Technology 2
Fudan University 2
University of Innsbruck 2
University of Groningen 2
University of Colorado at Colorado Springs 2
Cairo University 2
HP Labs 2
University of Rhode Island 2
Eastern Washington University 2
Polytechnic Institute of Turin 2
Georgia State University 2
United States Geological Survey Central Region 2
Czech Technical University in Prague 2
Martin Luther University of Halle-Wittenberg 2
General Dynamics Corporation 2
University of Maryland, Baltimore 2
Sun Microsystems 2
Bilkent University 2
University of Texas M. D. Anderson Cancer Center 2
Royal Roads University 2
Wolfram Research, Inc. 2
University of Stuttgart 2
Charles Stark Draper Lab Inc 2
Weizmann Institute of Science Israel 2
IBM Italia 3
Case Western Reserve University 3
National Technical University of Athens 3
University of Texas at San Antonio 3
Iowa State University 3
Technical University of Sofia 3
University of Modena and Reggio Emilia 3
Institute for Telecommunication Sciences 3
Laboratoire d'Analyse et d'Architecture des Systemes 3
University of Houston 3
Energy Information Administration 3
University of Pennsylvania 3
Old Dominion University 3
University of Texas at El Paso 3
Commissariat a L'Energie Atomique CEA 3
Chemnitz University of Technology 3
CNRS Centre National de la Recherche Scientifique 3
Fritz Haber Institute of the Max Planck Society 3
National Instruments 3
University of Texas at Dallas 3
National Research Council Canada 3
Universitat d'Alicante 3
Kyoto University 3
Technical University of Darmstadt 3
University of Wurzburg 3
Oregon State University 3
Indian Institute of Technology, Bombay 3
Hong Kong Baptist University 3
Drexel University 3
University of Washington, Seattle 3
San Jose State University 3
Marquette University 3
Max Planck Institute for Dynamics of Complex Technical Systems 3
Saint Mary's University 3
Loyola Marymount University 3
Computer Sciences Corporation - USA 3
University of Bristol 3
University of Liverpool 3
Royal Philips Electronics 3
University of Connecticut 3
Lockheed Martin Space Systems Company 3
University of Wuppertal 3
University of Strathclyde 3
The University of North Carolina at Chapel Hill 3
Parthenope University of Naples 3
University of Teesside 3
IBM Haifa Labs 3
Microsoft Corporation 3
Clemson University 3
University of California, Los Angeles 3
University of New South Wales 3
Lund University 3
Masaryk University 3
Aerospace Corporation 3
MRC Clinical Research Centre 3
Federal University of Minas Gerais 3
University of Regina 3
University of Milan 3
Rutgers, The State University of New Jersey 3
California Institute of Technology 3
Pontifical Catholic University of Rio de Janeiro 3
Harvard School of Public Health 3
Saarland University 3
University of Iceland 3
King Abdullah University of Science and Technology 3
University of Munster 4
University of Padua 4
Florida State University 4
University of Victoria 4
Courant Institute of Mathematical Sciences 4
NASA Ames Research Center 4
University College Dublin 4
Delft University of Technology 4
AT&T Laboratories Florham Park 4
Poznan University of Technology 4
United Arab Emirates University 4
Australian National University 4
Colorado State University 4
University of Arizona 4
RMIT University 4
Brown University 4
University of Kiel 4
University of Oulu 4
INRIA Institut National de Rechereche en Informatique et en Automatique 4
University of Hawaii at Manoa 4
Colorado School of Mines 4
Philips Research 4
University of New Brunswick 4
Cray Inc. 4
Simon Fraser University 4
Memorial University of Newfoundland 4
Georgia Institute of Technology 4
Naval Surface Warfare Center 4
University of Virginia 4
University Michigan Ann Arbor 4
NASA Glenn Research Center 4
University of Pisa 4
University of Southern California 4
University of Minnesota Twin Cities 4
Columbia University 4
Harwell Lab 4
University of Texas System 4
Indian Institute of Technology, Delhi 4
University of New Mexico 4
V.M.Glushkov Institute of Cybernetics 4
Universite Grenoble Alpes 4
General Motors 5
University of Waikato 5
University of Auckland 5
Facultes Universitaires Notre-Dame de la Paix 5
Forschungszentrum Julich GmbH 5
Utrecht University 5
Duke University 5
GM Research Lab 5
University of Colorado at Denver 5
Florida Institute of Technology 5
Universidad Politecnica de Valencia 5
Queen's University, Kingston 5
Michigan Technological University 5
National University of Singapore 5
Technical University of Dresden 5
Universite Paris Sorbonne - Paris IV 5
University of Birmingham 5
Leiden University 5
University College London 5
University of Delaware 5
University of Bayreuth 5
Politecnico di Milano 5
University of Vienna 5
University of Illinois at Chicago 5
Swiss Federal Institute of Technology, Lausanne 5
Ball State University 5
LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications 5
Karlsruhe Institute of Technology, Campus South 5
Queen's University Belfast 5
IRIT Institut de Recherche Informatique de Toulouse 5
Union Carbide Corporation 5
University of Alberta 5
Ryerson University 5
University of Cambridge 5
McMaster University 5
Karlsruhe Institute of Technology 5
Vienna University of Economics and Business Administration 6
Simula Research Laboratory 6
Los Alamos National Laboratory 6
University of California, Irvine 6
Northern Illinois University 6
Harvard University 6
University of Oslo 6
AT&T Inc. 6
University of Saskatchewan 6
University of Bari 6
University of Edinburgh 6
State University of Campinas 6
Kent State University 6
CERFACS 6
University of Queensland 6
Concordia University, Montreal 6
Universite de Lyon 6
Johns Hopkins University 7
La Trobe University 7
The University of Western Ontario 7
Norwegian University of Science and Technology 7
Monash University 7
Technical University of Munich 7
University of Coimbra 7
University of Iowa 7
University of Roma Tor Vergata 7
Carnegie Mellon University 7
University of Ottawa, Canada 7
University of California, Santa Barbara 7
University of Chicago 7
Commonwealth Scientific and Industrial Research Organization 7
Academy of Sciences of the Czech Republic (Avcr.Cz) 7
Technical University of Berlin 8
University of Louisiana at Lafayette 8
University of Cantabria 8
University of Pittsburgh 8
Dalhousie University 8
The University of Tennessee System 8
Vienna University of Technology 8
Tokyo Institute of Technology 8
University of Western Australia 8
University of Roma La Sapienza 8
Cranfield University 9
United Kingdom Atomic Energy Authority 9
North Carolina State University 9
Tel Aviv University 9
University of Leeds 9
University of Kentucky 9
The College of William and Mary 9
Italian National Research Council 9
Swiss Federal Institute of Technology, Zurich 9
University of Oxford 9
INRIA Sophia Antipolis 9
Intel Corporation 9
Northwestern University 10
University of Zagreb 10
University of Kent 10
University of California, Davis 10
Washington State University Pullman 10
New York University 10
Ecole Normale Superieure de Lyon 11
Universidad de Zaragoza 11
IBM, USA 11
University of Bologna 11
University of Bergen 11
Texas A and M University 12
University of Twente 12
University of Wisconsin Madison 12
York University Canada 12
Princeton University 13
Yale University 13
Jet Propulsion Laboratory 13
Technical University of Denmark 13
Sandia National Laboratories, California 13
Southern Methodist University 13
Ghent University 13
Cornell University 14
University of Montreal 14
The University of British Columbia 14
University of Maryland 15
Rensselaer Polytechnic Institute 15
Numerical Algorithms Group 15
University of Colorado at Boulder 16
Pennsylvania State University 16
Universidad Jaume I 16
University of Antwerp 16
University of Notre Dame 16
Massachusetts Institute of Technology 16
University of Naples Federico II 18
Oak Ridge National Laboratory 18
Boeing Corporation 18
Rice University 19
IBM Thomas J. Watson Research Center 19
Catholic University of Leuven, Leuven 19
University of Illinois at Urbana-Champaign 20
Center for Mathematics and Computer Science - Amsterdam 20
University of North Texas 20
Lawrence Livermore National Laboratory 20
University of Manchester 21
University of Utah 21
Stanford University 25
University of Waterloo 26
RWTH Aachen University 27
University of Tennessee, Knoxville 28
Imperial College London 31
Virginia Tech 31
National Institute of Standards and Technology 32
Umea University 35
Lawrence Berkeley National Laboratory 36
Nokia Bell Labs 36
University of California, Berkeley 41
University of Toronto 43
University of Florida 48
Rutherford Appleton Laboratory 55
Purdue University 59
University of Texas at Austin 73
Sandia National Laboratories, New Mexico 81
Argonne National Laboratory 83

ACM Transactions on Mathematical Software (TOMS)
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2011
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2008
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2007
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2006
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2005
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2004
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2003
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2002
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2001
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2000
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1999
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1998
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1997
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1996
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1995
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1994
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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
Volume 5 Issue 4, Dec. 1979
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1978
Volume 4 Issue 4, December 1978
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1977
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1976
Volume 2 Issue 4, Dec. 1976
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1975
Volume 1 Issue 4, Dec. 1975
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