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Numerical Bifurcation Analysis of Homoclinic Orbits Embedded in One-Dimensional Manifolds of Maps

SparseX: A Library for High-Performance Sparse Matrix-Vector Multiplication on Multicore Platforms

Simultaneous Conversions with the Residue Number System Using Linear Algebra

Efficient Parallel Random Sampling—Vectorized, Cache-Efficient, and Online

On Roundoff Error Growth in Elliptic Problems

A Domain-Specific Language and Editor for Parallel Particle Methods

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TOMS Replicated Computational Results (RCR) Initiative.

ACM TOMS has introduced a new initiative to optionally review the computational 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
Secure And Fast Encryption (SAFE) with Classical Random Number Generators

Pseudo-random number generators (PRNGs) have been playing an important role in both areas of computer simulation and computer security. Currently, there appears to be a huge divide between the types of PRNGs used in these two areas. For PRNGs in computer security applications, the security concern (in terms of forward and backward predictability) is extremely important. For PRNGs in computer simulation applications, the property of HELP is important; here HELP stands for high-dimensional equi-distribution, efficiency, long period-length, and portability. In recent years, there have been many PRNGs proposed in the area of computer simulation satisfying the nice property of HELP. However, most of them are linear generators, thus sharing the same weakness in predictability. The major aim of this paper is to propose a general class of secure generators, called SAFE (secure and fast encryption) generators, by properly mixing two baseline generators with the HELP property into a secure generator that still retains the HELP property. Specifically, we propose a general mutual-shuffling method applying to certain linear generators, such as the currently most popular MT19937 generator and large-order multiple recursive generators to construct secure PRNGS by breaking their linearity structure and masking the generated values.

Hierarchical Matrix Operations on GPUs: Matrix-Vector Multiplication and Compression

We present high performance GPU implementations of matvec and compression operations for the H2-variant of hierarchical matrices. H2 matrices, an algebraic generalization of FMM, are space and time efficient representations of dense matrices that exploit the low rank structure of matrix blocks at different levels of granularity and employ both a hierarchical block partitioning and hierarchical bases for the block representations. These two operations are at the core of algebraic operations for hierarchical matrices, the matvec being a ubiquitous operation in numerical algorithms and compression representing a key building block for algebraic operations which require periodic recompression during execution. The difficulties in developing efficient GPU algorithms come primarily from the irregular tree data structures that underlie the hierarchical representations, and the key to performance is to expose fine grained parallelism by recasting the computations on flattened trees and marshaling the irregularly laid out data in ways that allow batched linear algebra operations to be performed. Our numerical results on covariance matrices from 2D and 3D problems from spatial statistics show the high efficiency our routines achieve: over 550 GB/s for the bandwidth-limited matrix-vector operation and over 850 GFLOPS/s for the compression operation on the P100 Pascal GPU.

AlgorithmXXX: Efficient Atlasing and Search of Configuration Spaces of Point-Sets Constrained by Distance Intervals.

The EASAL software implements a suite of algorithms for understanding the structure and geometric properties of rigid point sets that are pairwise constrained by distance intervals. The algorithms explore the configuration spaces of these constraint systems using classical results for stratification of configuration spaces, new results for efficient sampling by convex parametrization, and intuitive visualization. This paper provides a high level description of the state-of-the-art, key theoretical underpinnings, major algorithms and their implementation and of major applications such as free energy and kinetics of assembly of supramolecular structures or of clusters in colloidal and soft materials.

Validated and numerically efficient Chebyshev spectral methods for linear ordinary differential equations

In this work we develop a validated numerics method for the solution of linear ordinary differential equations (LODEs). A wide range of algorithms (i.e., Runge-Kutta, collocation, spectral methods) exist for numerically computing approximations of the solutions. Most of these come with proofs of asymptotic convergence, but usually, provided error bounds are non-constructive. However, in some domains like critical systems and computer-aided mathematical proofs, one needs validated effective error bounds. We focus on both the theoretical and practical complexity analysis of a so-called a posteriori quasi-Newton validation method, which mainly relies on a fixed-point argument of a contracting map. Specifically, given a polynomial approximation, obtained by some numerical algorithm and expressed in Chebyshev basis, our algorithm efficiently computes an accurate and rigorous error bound. For this, we study theoretical properties like compactness, convergence, invertibility of associated linear integral operators and their truncations in a suitable coefficient space of Chebyshev series. Then, we analyze the almost-banded matrix structure of these operators, which allows for very efficient numerical algorithms for both numerical solutions of LODEs and rigorous computation of the approximation error. Finally, several representative examples show the advantages of our algorithms as well as their theoretical and practical limits.

Design and Implementation of Adaptive SpMV Library for Multicore and Manycore Architecture

Sparse matrix vector multiplication (SpMV) is an important kernel in both traditional high performance computing and emerging data-intensive applications. Previous SpMV libraries are optimized by either application-specific or architecture-specific approach, and they're complicated to be used in real applications. In this work we develop an auto-tuning system (SMATER) to bridge the gap between specific optimizations and general-purpose use. SMATER provides programmers a unified interface based on the compressed sparse row (CSR) format by implicitly choosing the best format and the fastest implementation for any input sparse matrix in the runtime. SMATER leverages a machine learning model and a retargetable backend library to quickly predict the best combination. Performance parameters are extracted from 2386 matrices in UF sparse matrix collection. The experiments show that SMATER achieves the impressive performance while being portable on the state-of-the-art x86 multi-core processors, NVIDIA GPU and Intel Xeon Phi accelerators. Compared with Intel MKL library, SMATER runs faster by more than 3 times. We demonstrate its adaptivity in an algebraic multigrid solver from hypre library and report above 20% performance improvement.

BLASFEO: basic linear algebra subroutines for embedded optimization

BLASFEO is a dense linear algebra library providing high-performance implementations of BLAS- and LAPACK-like routines for use in embedded optimization. A key difference with respect to existing high-performance implementations of BLAS is that the computational performance is optimized for small to medium scale matrices, i.e., for sizes up to a few hundred. BLASFEO comes with three different implementations: a high-performance implementation aiming at providing the highest performance for matrices itting in cache, a reference implementation providing portability and embeddability and optimized for very small matrices, and a rapper to standard BLAS and LAPACK providing high-performance on large matrices. The three implementations of BLASFEO ogether provide high-performance dense linear algebra routines for matrices ranging from very small to large. Compared to both pen-source and proprietary highly-tuned BLAS libraries, for matrices of size up to about one hundred the high-performance mplementation of BLASFEO is about 20-30% faster than the corresponding level 3 BLAS routines and 2-3 times faster than the corresponding LAPACK routines.

ROPTLIB: an object-oriented C++ library for optimization on Riemannian manifolds

Riemannian optimization is the task of finding an optimum of a real-valued function defined on a Riemannian manifold. Riemannian optimization has been a topic of much interest over the past few years due to many applications including computer vision, signal processing, and numerical linear algebra. The substantial background required to successfully design and apply Riemannian optimization algorithms is a significant impediment for many potential users. Therefore, multiple packages, such as Manopt (in Matlab) and Pymanopt (in Python), have been developed. This paper describes ROPTLIB, a C++ library for Riemannian optimization. Unlike prior packages, ROPTLIB simultaneously achieves the following goals: i) it has user friendly interfaces in Matlab, Julia and C++; ii) users do not need to implement manifold- and algorithm related objects; iii) it provides efficient computational time due to its C++ core; iv) it implements state-of-the-art generic Riemannian optimization algorithms, including quasi-Newton algorithms; and v) it is based on object-oriented programming, allowing users to rapidly add new algorithms and manifolds. The code and a manual can be downloaded from http://www.math.fsu.edu/

Algorithm xxx: perm_mateda: A matlab toolbox of estimation of distribution algorithms for permutation-based combinatorial optimization problems

Permutation problems are combinatorial optimization problems whose solutions are naturally codified as permutations. Due to their complexity, motivated principally by the factorial cardinality of the search space of solutions, they have been a recurrent topic for the artificial intelligence and operations research community. Recently, among the vast number of metaheuristic algorithms, new advances on estimation of distribution algorithms (EDAs) have shown outstanding performance when solving some permutation problems. These novel EDAs implement distance-based exponential probability models such as the Mallows and Generalized Mallows models. In this paper, we present a Matlab package, perm_mateda, for estimation of distribution algorithms on permutation problems, which has been implemented as an extension to the Mateda-2.0 toolbox of EDAs. Particularly, we provide implementations of the Mallows and Generalized Mallows EDAs under the Kendall's-tau, Cayley, and Ulam distances. In addition, four classical permutation problems have been also implemented: Traveling Salesman Problem, Permutation Flowshop Scheduling Problem, Linear Ordering Problem, and Quadratic Assignment Problem.

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 1530
Citation Count 15553
Available for Download 1530
Downloads (6 weeks) 4660
Downloads (12 Months) 43815
Downloads (cumulative) 1060094
Average downloads per article 693
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
Fred Krogh 21
Jennifer Scott 21
Robert Van De Geijn 20
John Reid 17
Jack Dongarra 17
Timothy Davis 16
Richard Hanson 15
Donald Amos 14
Lawrence Shampine 14
Wayne Enright 14
Bo Kågström 13
Jorge Moré 12
John Rice 12
Layne Watson 12
Burton Garbow 12
James Demmel 12
Joseph Liu 11
Fred Gustavson 11
Timothy Hopkins 10
William Cody 10
Elias Houstis 9
Walter Gautschi 9
Field Van Zee 9
Nico Temme 9
Amparo Gil 9
Linda Kaufman 9
Xiaoyesherry Li 9
Javier Segura 9
Nicholas Higham 8
Jeff Cash 8
Ping Tang 8
Enrique Quintana-Ortí 8
Nicholas Gould 8
Paolo Bientinesi 8
John Pryce 8
Patrick Keast 8
Ronald Boisvert 7
Michael Heroux 7
Terje Espelid 7
Sven Hammarling 7
Gregorio Quintana-Ortí 7
Ralph Kearfott 7
Hiroshi Akima 7
John Lewis 7
Almerico Murli 7
Thomas Hull 6
Albrecht Preusser 6
Daniel Kressner 6
Richard Bartels 6
James Lyness 6
Roger Grimes 6
Philippe Toint 6
David Gay 6
Robert Kirby 6
Jean Muller 6
Anders Logg 6
Robert Ward 6
Pierre L'Ecuyer 6
Ian Gladwell 6
Ronald Cools 6
Yu Kuznetsov 6
Panos Pardalos 6
Anil Rao 6
Albert Buckley 6
Gilbert Stewart 6
Annie Cuyt 6
Alexander Morgan 5
Richard Sincovec 5
Krzysztof Sikorski 5
William Mitchell 5
Mauricio Resende 5
Robert Schnabel 5
Patrick Gaffney 5
Jeremy Du Croz 5
Geoffrey Hill 5
Thomas Coleman 5
Tamar Schlick 5
Jerzy Waśniewski 5
Kendall Atkinson 5
Van Van Snyder 5
Tony Chan 5
Paul Muir 5
Graeme Fairweather 5
Wolfgang Bangerth 5
Sivan Toledo 5
Jarle Berntsen 5
Zhaojun Bai 5
Paolo Toth 4
Andrew Sommese 4
Tzemeng Low 4
David Dodson 4
Ian Robinson 4
Chao Yang 4
Salvatore Filippone 4
Wayne Dyksen 4
Valerio Parisi 4
Francesco Zirilli 4
William Hager 4
Alan George 4
Richard Lehoucq 4
Christof Vömel 4
Paul Bailey 4
Werner Rheinboldt 4
Calvin Ribbens 4
Jan Verwer 4
Uwe Naumann 4
Norman Schryer 4
Naren Ramakrishnan 4
Christian Bischof 4
Jonathan Hogg 4
John Monahan 4
Daniel Lozier 4
Michael Saunders 4
Carl De Boor 4
Filippo Aluffi-Pentini 4
Osni Marques 4
Charles Fulton 4
Philip Sharp 4
Lothar Reichel 4
Joke Blom 4
Jorge Nocedal 4
Ahmed Sameh 4
David Kahaner 4
David Smith 4
Beresford Parlett 4
Tamara Kolda 4
Richard Brent 4
Mariarosaria Rizzardi 4
Michael Patterson 4
Luisa D'Amore 3
Phyllis Fox 3
David Stoutemyer 3
Michael Berry 3
Frank Stenger 3
Fayez Alhargan 3
Willy Govaerts 3
Shaun Forth 3
John Gunnels 3
Silvano Martello 3
Norman Gibbs 3
Hatem Ltaief 3
Wolfgang Hörmann 3
Andrew Conn 3
Richard Simard 3
Matthew Weinstein 3
Steven Benson 3
Luís Vicente 3
Margaret Wright 3
Charles Gear 3
Kenneth Hillstrom 3
Alan Genz 3
Francesco Romani 3
Sanjiva Weerawarana 3
Yifan Hu 3
Thomas Aird 3
Ron Dembo 3
Jon Bentley 3
David Kincaid 3
William Brown 3
Alan Jennings 3
Tobin Driscoll 3
Armido DiDonato 3
Alfred Morris 3
R Brankin 3
Tyler Smith 3
Joachim Ahrens 3
Zlatko Drmač 3
Paola Favati 3
Marzio Sala 3
William Kahan 3
Juan Meza 3
Martin Berzins 3
Bennett Fox 3
Desmond Higham 3
Maria Sosonkina 3
Peter Benner 3
David Bailey 3
Yozo Hida 3
Webb Miller 3
David Shanno 3
Aaron Fogelson 3
Kenneth Neves 3
Anton Zettl 3
Ulrich Dieter 3
Giorgio Carpaneto 3
Ian Barrodale 3
Stan Cabay 3
Anshul Gupta 3
Richard Fateman 3
William Symes 3
Alan Laub 3
Ron Brown 3
Francisco Igual 3
Lars Karlsson 3
John Rice 3
Bruce Schmeiser 3
Arnold Neumaier 3
Mofreh Zaghloul 3
Grazia Lotti 3
Roscoe Bartlett 3
Steven Pruess 3
Julien Langou 3
Danny Sorensen 3
Stef Graillat 3
Christoph Lauter 3
Alfredo Buttari 3
Garth Wells 3
Bruno Lang 3
Toyat Cheung 3
Masao Kodama 3
Stavros Zenios 3
Giulio Giunta 3
Kanghoh Phua 3
Kristján Jónasson 3
Robert Granat 3
Niel Madsen 3
J Díaz 3
Michael Vrahatis 3
Granville Sewell 3
Eric Grosse 3
Leslie Foster 2
Richard Weiss 2
Sunyoung Kim 2
David McAllister 2
Hans Langtangen 2
Ali Bouaricha 2
Dirk Laurie 2
Greg Henry 2
James Willenbring 2
Ann Catlin 2
J Yohe 2
John Mulvey 2
Jonathan Hauenstein 2
Fabio Luporini 2
Mohamed Kamel 2
Piotr Luszczek 2
Charles Dunkl 2
Donald Ramirez 2
Catherine Houstis 2
Jeffrey Vitter 2
S Barry 2
Yves Nievergelt 2
Richard Byrd 2
Alan Karp 2
Xiaobai Sun 2
Bryan Marker 2
Walter Murray 2
Vincent Lefèvre 2
Masha Sosonkina 2
Per Hansen 2
Jan Olszewski 2
Cleve Moler 2
Michael Giles 2
Nathan Bell 2
Joseph Flaherty 2
Robert Russell 2
J Christiansen 2
Nikos Chrisochoides 2
Theodore Papatheodorou 2
Rida Farouki 2
Ladislav Lukšan 2
Mauro Dell'Amico 2
J Smith 2
Bengt Fornberg 2
Guohua Jin 2
Michael Jenkins 2
Zvi Drezner 2
Colin Cryer 2
John Burkardt 2
Peter Hanson 2
Masakazu Kojima 2
Francisco Sayas 2
Roy Welsch 2
Paul Bratley 2
Bryan Ford 2
Malcolm Pike 2
Irene Moulitsas 2
Mark Gockenbach 2
Wilfried Gansterer 2
Jean Utke 2
Mani Mehra 2
Lois McInnes 2
Alexandru Nicolau 2
George Marsaglia 2
Michael Mascagni 2
Ásgeir Birkisson 2
Karla Hoffman 2
Douglas Shier 2
Robert Skeel 2
Sebastian Ferrando 2
Scott Sarra 2
Marnix Van Daele 2
Jian He 2
Jörn Springer 2
Will Wright 2
Ove Skovgaard 2
Kenneth Jackson 2
Tapio Schneider 2
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Bruce Fabijonas 2
George Davis 2
George Hall 2
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Voratas Kachitvichyanukul 2
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Michel Cosnard 2
Dennis Snow 2
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P Culligan-Hensley 2
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I Hill 2
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H Knoble 2
L Stoltz 2
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Luis La Cruz 1
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J Schonfelder 1
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G Stuart 1
Carsten Burstedde 1
Anthony Jones 1
George Labahn 1
Jerome Coonen 1
Harry Joe 1
Dan Shumaker 1
Robert Falgout 1
Flavio Sartoretto 1
Simon Arridge 1
Roger Sidje 1
Mahesh Joshi 1
Haim Avron 1
J Kaffanke 1
Michael Heath 1
Gershon Kedem 1
Charles Mesztenyi 1
M Wilson 1
Robert Wilhelmson 1
Edward Rothberg 1
Robert Kirby 1
Rosanna Campagna 1
Miroslav Tůma 1
Mahadevan Ganesh 1
Chen Greif 1
Rose Motley 1
Wojciech Cellary 1
Michelle Strout 1
Hassan Goldani Moghaddam 1
Rachel Gordon 1
Marco Caliari 1
Eduardo D’Azevedo 1
E Gertz 1
Dinesh Nair 1
Cleve Ashcraft 1
Gautam Mitra 1
Dimitris Kehagias 1
Nadia Shalaby 1
Steven Wise 1
Brandon Thompson 1
D Hollevoet 1
Pauli Rikula 1
Juha Röning 1
Matthew Knepley 1
A Nagy 1
David Farden 1
Fujiichi Yoshimoto 1
M Mackay 1
Gurpur Prabhu 1
Cliff Addison 1
Peter Klier 1
James Carrig 1
Gerard Meyer 1
Gabor Herman 1
James McCombs 1
Elena Celledoni 1
Tommaso Toffoli 1
Roy Marsten 1
Peter Brinkhaus 1
Edmond Chow 1
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Duc Nguyen 1
Nadia Diaa 1
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Marek Machura 1
J Schwing 1
Robert Haymond 1
Stephen Sullivan 1
Florian Potra 1
Ken Taylor 1
Malcolm Sabin 1
D Vlachos 1
Nicolas Brisebarre 1
Frank Cameron 1
Troy Raeder 1
V Dadurkevicius 1
David Wortman 1
Lakshman Yagati 1
Erich Kaltofen 1
Gwendolen Hines 1
Kincho Law 1
Lorraine Baca 1
J Kaganove 1
David Price 1
Ahmed Touhami 1
Ryan Russell 1
Jingwei Zhang 1
A Eiger 1
Jason Kraftcheck 1
Howard Elman 1
David Crouse 1
Gordon Bromage 1
Richard Bogen 1
Michael Steuerwalt 1
David Defour 1
Felix Herrmann 1
Donald Monro 1
Manuel Marin 1
Florian Rathgeber 1
Mutsuo Saito 1
Makoto Matsumoto 1
Kevin McGill 1
Patrick Cummins 1
Geoffrey Vallis 1
Selim Akl 1
Trond Steihaug 1
Milan Novotny 1
Kozo Ichida 1
J Jansen 1
C Forney 1
Paul Nikolai 1
Vladimir Cherkassky 1
Marko Van Eekelen 1
J Scott 1
Gitta Kutyniok 1
Thomas Lewiner 1
Lennaert Van Veen 1
Alex Dubitski 1
L Scales 1
Thomas Feo 1
Youngmok Jeon 1
Martin Gander 1
Ashwin Nanjappa 1
Tiowseng Tan 1
Zhiyong Huang 1
Margaret Myers 1
John Mellor-Crummey 1
Mokwon Lee 1
Karl Rupp 1
Josef Weinbub 1
Davi Tozoni 1
Marie Rognes 1
Eloy Romero 1
Andris Zoltners 1
John Wisniewski 1
A Mahendrarajah 1
Frantisek Fiala 1
William Michaels 1
Kresimir Fresl 1
Adhemar Bultheel 1
C Garrett 1
Antonis Argyros 1
ZdenEK Pruša 1
Pavel Rajmic 1
Benedikt Rudolph 1
Oliver Kayser-Herold 1
Annick Dhooge 1
Fred Hickernell 1
Jean Lasserre 1
Rondall Jones 1
Claudio Martini 1
Olof Widlund 1
Gene Golub 1
Barry Weiss 1
Sally Howe 1
James Davenport 1
Walter Schreppers 1
Benjamin Seibold 1
Makoto Yamashita 1
Christopher Munro 1
Jeff De Hosson 1
Kavita Goyal 1
Noël Nachtigal 1
Menghan Wang 1
Meera Sitharam 1
K Ramarao 1
Przemyslaw Prusinkiewicz 1
Frederick Sauer 1
Neil Kaden 1
Ctirad Matonoha 1
Michael Kallay 1
Marco Gaviano 1
Ramanan Sivasothinathan 1
Peichi Wu 1
Laura Blackford 1
Leonidas Pitsoulis 1
F Torun 1
Edgar Den Boef 1
Genetha Gray 1
Özgür Yılmaz 1
Mourad Gouicem 1
Siegfried Rump 1
Lin Lin 1
Oliver Meister 1
Kaveh Rahnema 1
Vashek Matyáš 1

Affiliation Paper Counts
Bogazici University 1
Educational Testing Service 1
Macquarie University 1
Polytechnic School of Montreal 1
National Institute for Research and Development in Informatics 1
Thales Alenia Space 1
Public University of Navarrea 1
IBM, Netherlands 1
Royal Holloway University of London 1
Universite Pierre et Marie Curie 1
Palo Alto Research Center Incorporated 1
Universite Paris-Sud XI 1
University of Puerto Rico-Mayaguez 1
Hong Kong University of Science and Technology 1
California State University Long Beach 1
Riken 1
Universite de Bordeaux 1
University of Haifa 1
Royal Institute of Technology 1
University of Trento 1
Universite de Bretagne Occidentale 1
Bucknell University 1
ANSYS, Inc. 1
University of Idaho 1
Bergen Scientific Centre 1
Mathematical Research Institute, Utrecht University 1
Lubeck University 1
Kalamazoo College 1
University of Kansas Lawrence 1
University of California, Merced 1
University of Alabama 1
Universite de Limoges 1
Queens College, City University of New York 1
Sintef Foundation for Scientific and Industrial Research At the Norwegian Institute of Technology 1
North-West University 1
Eindhoven University of Technology 1
Sunnybrook Health Sciences Centre 1
Danish Meteorological Institute 1
Kennesaw State University 1
The MathWorks, Inc. 1
Universidad Central de Venezuela 1
NASA Goddard Space Flight Center 1
University of Illinois 1
University of Missouri-St. Louis 1
Lockheed Martin Corporation 1
University of Calabria 1
University of Massachusetts Amherst 1
National Chiao Tung University Taiwan 1
Ecole Centrale Paris 1
University of Canterbury 1
Verimag 1
Massey University, Auckland 1
Exxon Mobil Corporation 1
Waseda University 1
University of Geneva 1
Laboratoire Bordelais de Recherche en Informatique 1
Institute of Marine Research 1
California State University Fullerton 1
University of Oregon 1
Institute of Ocean Sciences, Fisheries and Oceans Canada 1
University of California, Santa Cruz 1
Ford Motor Company 1
AT&T Information Systems 1
IBM, India 1
Baylor University 1
Leibniz Supercomputing Center Munich 1
University of Leicester 1
National Physical Laboratory 1
University of Ulm 1
The University of Warwick 1
Middle East Technical University 1
Auburn University 1
Sabanci University 1
Humboldt University of Berlin 1
Institute of Mathematical Problems of Biology RAS 1
Meiji University 1
Ritsumeikan University, Biwako-Kusatsu 1
University of Sao Paulo 1
Nanyang Technological University 1
Universidad Catolica de la Santisima Concepcion 1
University College of Boras 1
University of Graz 1
Brunel University London 1
Hydrological Service of Israel 1
University of Rochester Laboratory for Laser Energetics 1
Gettysburg College 1
Ohio State University 1
Ethyl Corporation 1
Brooklyn College 1
Western Michigan University 1
Wake Forest University 1
Universite Hassan 1er 1
University of Copenhagen, Faculty of Life Sciences 1
University of Witwatersrand 1
California State University Northridge 1
Nokia Corporation 1
Research Institute for Advanced Computer Science 1
Brno University of Technology 1
Ca' Foscari University of Venice 1
Universite Claude Bernard Lyon 1 1
Adam Mickiewicz University in Poznan 1
Mathematical Sciences Research Institute 1
Toyota Technological Institute at Chicago 1
Technical University of Hamburg-Harburg 1
University of South Carolina 1
Flinders University of South Australia 1
Johns Hopkins Hospital 1
Institute for Infocomm Research, A-Star, Singapore 1
Universite Jean Monnet Saint-Etienne 1
Michigan State University 1
Tamkang University 1
Chuo University 1
Beihang University 1
Indiana University 1
Keimyung University 1
Edinboro University of Pennsylvania 1
RIKEN (The Institute of Physical and Chemical Research) 1
Verizon Communications 1
Miami University Oxford 1
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Academy of Economic Studies, Bucharest 1
US Naval Underwater Systems Center 1
Wright State University 1
Airbus Deutschland GmbH 1
Indian Institute of Technology, Madras 1
Computer Sciences Corporation, Australia 1
Bloomsburg University 1
Temple University 1
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University of Helsinki 1
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Proudman Oceanographic Laboratory 1
University of Salerno 1
Open University of the Netherlands 1
University of California, Riverside 1
Southern Illinois University 1
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Oracle Corporation 1
Aalborg University 1
Universite de Perpignan 1
MITRE Corporation 1
Polytechnic University, Gdansk 1
Rutgers University-Newark Campus 1
Unisys Corporation 1
Cleveland State University 1
Korea Institute of Science and Technology 1
University of Hamburg 1
Siemens AG 1
The University of North Carolina System 1
University of Adelaide 1
National University of Ireland, Galway 1
University of Aarhus 1
Defence Science and Technology Laboratory 1
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Institute of Chemical Methodologies, Rome 1
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German Aerospace Center 1
Tech-X Corporation 1
NVIDIA 1
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CPB Netherlands Bureau for Economic Policy Analysis 1
Laboratoire de l'Informatique du Parallelisme 1
University of Liege 1
Universidad de Los Andes, Colombia 1
Universitat Politecnica de Catalunya 1
Technion - Israel Institute of Technology 1
INRIA Lorraine 1
Barcelona Supercomputing Center 1
Vilnius University 1
VA Medical Center 1
European Organization for Nuclear Research 1
The Council for Scientific and Industrial Research 1
Statoil ASA 1
University of KwaZulu-Natal 1
Linkoping University 1
Davidson College 1
Harris Corporation 1
Winthrop University 1
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University of Amsterdam 1
Lappeenranta University of Technology 1
Chinese University of Hong Kong 1
University of Southern Denmark 1
University of Copenhagen 1
University of Missouri-Columbia 1
Arizona State University 1
St. Louis University 1
Humboldt State University 1
Laboratoire d'Informatique, de Robotique et de Microelectronique de Montpellier LIRMM 1
University of Melbourne 1
Tampere University of Technology 1
James Madison University 1
Radcliffe Infirmary 1
Indian Institutes of Managements 1
Stony Brook University 1
California State University Los Angeles 1
Colegio de Postgraduados 1
University of Nebraska - Lincoln 1
SAIC 1
National Center for Atmospheric Research 1
National University of Cordoba 1
Weierstrass Institute for Applied Analysis and Stochastics 1
Technische Universitat Braunschweig 1
Teikyo Heisei University 1
Universidad Autonoma de Madrid 1
Ohio University Athens 1
University of Reading 1
MIT Computer Science and Artificial Intelligence Laboratory 1
National Telecommunications and Information Administration 2
Czech Technical University in Prague 2
Emory University 2
National Autonomous University of Mexico 2
University of the West of Scotland 2
Cairo University 2
University Politehnica of Bucharest 2
Naval Surface Warfare Center Dahlgren Division 2
Defence College of Management and Technology 2
Georgia State University 2
University of Wisconsin Eau Claire 2
University of Minho 2
Polytechnic Institute of Turin 2
Fudan University 2
Laboratoire d'Informatique de l'Ecole Polytechnique 2
Charles Stark Draper Lab Inc 2
University of Cagliari 2
Griffith University 2
Ariel University Center of Samaria 2
Cardiff University 2
Universite de Nantes 2
Yahoo Inc. 2
Uppsala University 2
Marshall University 2
IBM France Company 2
University of Innsbruck 2
Technical University of Madrid 2
The University of Hong Kong 2
University of Tokyo 2
Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Madrid 2
Texas A and M University System 2
University of Verona 2
University of Colorado at Colorado Springs 2
Graz University of Technology 2
University of East Anglia 2
Gonzaga University 2
University of Cyprus 2
Louisiana State University 2
Ames Laboratory 2
The Babcock & Wilcox Company 2
Austrian Academy of Sciences 2
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Ecoles polytechniques federales 2
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Universite Paris 13 2
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Naval Postgraduate School 2
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Pacific Northwest National Laboratory 2
Sun Microsystems 2
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HP Labs 2
University of Erlangen-Nuremberg 2
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Foundation for Research and Technology-Hellas 2
Chinese Academy of Sciences 2
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Shell Global 2
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Ben-Gurion University of the Negev 2
Hewlett-Packard Inc. 2
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Catholic University of Louvain, Louvain-la-Neuve 2
Brookhaven National Laboratory 2
Bremen University 2
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University of Groningen 2
University of Siena 2
Universite des Sciences et Technologies de Lille 2
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Bilkent University 2
Google Inc. 2
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Naval Research Laboratory 2
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Nortel Networks 2
NASA Langley Research Center 2
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Universidad De Los Andes, Merida 2
Technical University of Clausthal 2
University of Rhode Island 2
Hanyang University 2
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Wolfram Research, Inc. 2
General Dynamics Corporation 2
McGill University 2
Bowling Green State University 2
McMaster University, Faculty of Engineering 2
SRI International 2
Laval University 2
Max Planck Institute for Dynamics of Complex Technical Systems 3
King Abdullah University of Science and Technology 3
Institute for Telecommunication Sciences 3
Old Dominion University 3
Technical University of Darmstadt 3
Harvard School of Public Health 3
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MRC Clinical Research Centre 3
Marquette University 3
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IBM Italia 3
Gottfried Wilhelm Leibniz Universitat 3
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Hong Kong Baptist University 3
National Technical University of Athens 3
University of New South Wales 3
University of Texas at Dallas 3
Aerospace Corporation, USA 3
Royal Philips Electronics 3
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IBM Haifa Labs 3
Technical University of Sofia 3
Iowa State University 3
Pontifical Catholic University of Rio de Janeiro 3
Drexel University 3
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University of Iceland 3
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Parthenope University of Naples 3
Microsoft Corporation 3
Lockheed Martin Space Systems Company 3
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Laboratoire d'Analyse et d'Architecture des Systemes 3
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Kyoto University 3
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Indian Institute of Technology, Bombay 3
Energy Information Administration 3
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Commissariat a L'Energie Atomique CEA 3
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Chemnitz University of Technology 3
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California Institute of Technology 3
CNRS Centre National de la Recherche Scientifique 3
Computer Sciences Corporation - USA 3
National Instruments 3
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Fritz Haber Institute of the Max Planck Society 3
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Cray Inc. 4
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INRIA Institut National de Rechereche en Informatique et en Automatique 4
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NASA Ames Research Center 4
Courant Institute of Mathematical Sciences 4
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AT&T Laboratories Florham Park 4
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Memorial University of Newfoundland 4
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Harwell Lab 4
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Forschungszentrum Julich GmbH 5
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GM Research Lab 5
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IRIT Institut de Recherche Informatique de Toulouse 5
Ryerson University 5
National University of Singapore 5
University of Illinois at Chicago 5
University of Delaware 5
Karlsruhe Institute of Technology 5
University College London 5
CERFACS 6
Los Alamos National Laboratory 6
Harvard University 6
Kent State University 6
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Vienna University of Economics and Business Administration 6
Universite de Lyon 6
University of Saskatchewan 6
Simula Research Laboratory 6
State University of Campinas 6
AT&T Inc. 6
Concordia University, Montreal 6
University of Queensland 6
University of California, Irvine 6
University of Oslo 6
University of Bari 6
University of Edinburgh 6
University of Chicago 7
Commonwealth Scientific and Industrial Research Organization 7
Norwegian University of Science and Technology 7
University of Coimbra 7
Johns Hopkins University 7
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Monash University 7
University of Roma Tor Vergata 7
Carnegie Mellon University 7
University of Iowa 7
The University of Western Ontario 7
University of Ottawa, Canada 7
Technical University of Munich 7
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Dalhousie University 8
University of Roma La Sapienza 8
University of Western Australia 8
Tokyo Institute of Technology 8
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University of Cantabria 8
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Technical University of Berlin 8
University of Pittsburgh 8
Vienna University of Technology 8
Technical University of Dresden 9
The College of William and Mary 9
INRIA Sophia Antipolis 9
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University of Leeds 9
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Italian National Research Council 9
United Kingdom Atomic Energy Authority 9
Cranfield University 9
University of Kentucky 9
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Swiss Federal Institute of Technology, Zurich 9
Intel Corporation 9
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IBM, USA 11
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York University Canada 12
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Sandia National Laboratories, California 13
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Jet Propulsion Laboratory 13
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Cornell University 14
University of Montreal 14
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Numerical Algorithms Group 15
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Universidad Jaume I 16
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Pennsylvania State University 16
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Boeing Corporation 18
Oak Ridge National Laboratory 18
University of Naples Federico II 18
Rice University 19
Catholic University of Leuven, Leuven 19
IBM Thomas J. Watson Research Center 19
University of Illinois at Urbana-Champaign 20
Lawrence Livermore National Laboratory 20
Center for Mathematics and Computer Science - Amsterdam 20
University of North Texas 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 74
Sandia National Laboratories, New Mexico 81
Argonne National Laboratory 83

ACM Transactions on Mathematical Software (TOMS)
Archive


2018
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2013
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2012
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2011
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2010
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2009
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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
Volume 13 Issue 4, Dec. 1987
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1986
Volume 12 Issue 4, Dec. 1986
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Volume 12 Issue 1, March 1986 The MIT Press scientific computation series

1985
Volume 11 Issue 4, Dec. 1985
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1984
Volume 10 Issue 4, Dec. 1984
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1983
Volume 9 Issue 4, Dec. 1983
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1982
Volume 8 Issue 4, Dec. 1982
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Volume 8 Issue 1, March 1982

1981
Volume 7 Issue 4, Dec. 1981
Volume 7 Issue 3, Sept. 1981
Volume 7 Issue 2, June 1981
Volume 7 Issue 1, March 1981

1980
Volume 6 Issue 4, Dec. 1980
Volume 6 Issue 3, Sept. 1980
Volume 6 Issue 2, June 1980
Volume 6 Issue 1, March 1980

1979
Volume 5 Issue 4, Dec. 1979
Volume 5 Issue 3, Sept. 1979
Volume 5 Issue 2, June 1979
Volume 5 Issue 1, March 1979

1978
Volume 4 Issue 4, December 1978
Volume 4 Issue 3, Sept. 1978
Volume 4 Issue 2, June 1978
Volume 4 Issue 1, March 1978

1977
Volume 3 Issue 4, Dec. 1977
Volume 3 Issue 3, Sept. 1977
Volume 3 Issue 2, June 1977
Volume 3 Issue 1, March 1977

1976
Volume 2 Issue 4, Dec. 1976
Volume 2 Issue 3, Sept. 1976
Volume 2 Issue 2, June 1976
Volume 2 Issue 1, March 1976

1975
Volume 1 Issue 4, Dec. 1975
Volume 1 Issue 3, Sept. 1975
Volume 1 Issue 2, June 1975
Volume 1 Issue 1, March 1975
 
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