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SparseMatrix

swMATH ID: 4629
Software Authors: Davis, Timothy A; Hu, Yifan
Description: SuiteSparse Matrix Collection (formerly the University of Florida Sparse Matrix Collection). We describe the University of Florida Sparse Matrix Collection, a large and actively growing set of sparse matrices that arise in real applications. The Collection is widely used by the numerical linear algebra community for the development and performance evaluation of sparse matrix algorithms. It allows for robust and repeatable experiments: robust because performance results with artificially-generated matrices can be misleading, and repeatable because matrices are curated and made publicly available in many formats. Its matrices cover a wide spectrum of domains, include those arising from problems with underlying 2D or 3D geometry (as structural engineering, computational fluid dynamics, model reduction, electromagnetics, semiconductor devices, thermodynamics, materials, acoustics, computer graphics/vision, robotics/kinematics, and other discretizations) and those that typically do not have such geometry (optimization, circuit simulation, economic and financial modeling, theoretical and quantum chemistry, chemical process simulation, mathematics and statistics, power networks, and other networks and graphs). We provide software for accessing and managing the Collection, from MATLAB, Mathematica, Fortran, and C, as well as an online search capability. Graph visualization of the matrices is provided, and a new multilevel coarsening scheme is proposed to facilitate this task.
Homepage: http://www.cise.ufl.edu/research/sparse/matrices/
Keywords: Sparse Matrix Collection
Related Software: mctoolbox; Matlab; LAPACK; METIS; ILUT; HSL; LSQR; mftoolbox; CUDA; MUMPS; PARDISO; SuiteSparse; MatrixMarket; PETSc; CSparse; ARPACK; CRAIG; JDQZ; Harwell-Boeing sparse matrix collection; JDQR
Cited in: 887 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
The University of Florida sparse matrix collection. Zbl 1365.65123
Davis, Timothy A.; Hu, Yifan
2011
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Cited by 1,217 Authors

30 Scott, Jennifer
24 Saad, Yousef
21 Huang, Ting-Zhu
18 Benzi, Michele
18 Tůma, Miroslav
17 Aykanat, Cevdet
17 Duff, Iain S.
16 Carpentieri, Bruno
15 Higham, Nicholas J.
14 Pasiliao, Eduardo L. jun.
13 Imakura, Akira
13 Manguoglu, Murat
13 Veremyev, Alexander
12 Carson, Erin Claire
12 Davis, Timothy Alden
12 Hayami, Ken
12 Jia, Zhongxiao
12 Jing, Yanfei
11 Hogg, Jonathan D.
11 Uçar, Bora
11 Yin, Junfeng
10 Prokopyev, Oleg Alexan
10 Sameh, Ahmed H.
9 Gu, Xian-Ming
9 Janna, Carlo
9 Kalantzis, Vassilis
9 Rafiei, Amin
9 Toutounian, Faezeh
9 Wu, Wenting
9 Xi, Yuanzhe
8 Buttari, Alfredo
8 Li, Rencang
8 Saunders, Michael A.
8 Sogabe, Tomohiro
8 Zhang, Shao-Liang
7 Bai, Zhongzhi
7 Çatalyürek, Ümit V.
7 Du, Lei
7 Ferronato, Massimiliano
7 Frommer, Andreas
7 Grigori, Laura
7 Kressner, Daniel
7 Mary, Theo A.
7 Mayer, Jan
7 Morikuni, Keiichi
7 Morini, Benedetta
7 Orban, Dominique
7 Oviedo, Harry
7 Safro, Ilya
7 Schulz, Christian
7 Wen, Chun
6 Baglama, James
6 Bentbib, Abdeslem Hafid
6 Boginski, Vladimir L.
6 Bollhöfer, Matthias
6 Darve, Eric
6 Demmel, James Weldon
6 Durastante, Fabio
6 Elbouyahyaoui, Lakhdar
6 Gebremedhin, Assefaw Hadish
6 Gleich, David F.
6 Hallman, Eric
6 Heyouni, Mohammed
6 Kayaaslan, Enver
6 Pothen, Alex
6 Szyld, Daniel B.
6 Vandenberghe, Lieven
6 Zhang, Jianhua
6 Zhang, Jun
5 Agullo, Emmanuel
5 Aihara, Kensuke
5 Amestoy, Patrick R.
5 Bellavia, Stefania
5 Boman, Erik G.
5 Cerdán, Juana
5 Dai, Yu-Hong
5 Fika, Paraskevi
5 Filelis-Papadopoulos, Christos K.
5 Gondzio, Jacek
5 Jbilou, Khalide
5 Li, Liang
5 Li, Ruipeng
5 Lin, Lin
5 Manne, Fredrik
5 Mitrouli, Marilena
5 Patwary, Md. Mostofa Ali
5 Saibaba, Arvind Krishna
5 Sakurai, Tetsuya
5 Stathopoulos, Andreas
5 Torun, F. Sukru
5 Tudisco, Francesco
5 Yang, Chao
5 Zhang, Yanjun
4 Arrigo, Francesca
4 Bao, Wendi
4 Bisseling, Rob H.
4 Buluç, Aydın
4 Chen, Jie
4 Chen, Zhangxin
4 Dai, Hua
...and 1,117 more Authors
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Cited in 132 Serials

165 SIAM Journal on Scientific Computing
82 SIAM Journal on Matrix Analysis and Applications
55 Journal of Computational and Applied Mathematics
55 Numerical Linear Algebra with Applications
43 ACM Transactions on Mathematical Software
42 Numerical Algorithms
28 ETNA. Electronic Transactions on Numerical Analysis
21 Linear Algebra and its Applications
19 Applied Mathematics and Computation
17 Computers & Mathematics with Applications
14 Computational and Applied Mathematics
13 BIT
13 Applied Numerical Mathematics
10 Journal of Scientific Computing
9 European Journal of Operational Research
9 Computational Optimization and Applications
9 Optimization Methods & Software
8 Journal of Computational Physics
8 Calcolo
7 ACM Journal of Experimental Algorithmics
7 East Asian Journal on Applied Mathematics
6 Numerische Mathematik
6 Applied Mathematics Letters
6 Japan Journal of Industrial and Applied Mathematics
6 Mathematical Programming. Series A. Series B
6 SIAM Journal on Optimization
6 Optimization Letters
5 Journal of Parallel and Distributed Computing
5 SIAM Review
5 INFORMS Journal on Computing
5 Mathematical Problems in Engineering
5 JSIAM Letters
4 Computers & Operations Research
3 Discrete Applied Mathematics
3 Information Sciences
3 International Journal for Numerical Methods in Engineering
3 Journal of Optimization Theory and Applications
3 International Journal of Computer Mathematics
3 Applicable Algebra in Engineering, Communication and Computing
3 Mathematical Methods of Operations Research
3 Journal of Applied Mathematics and Computing
3 Internet Mathematics
3 Acta Numerica
3 Numerical Algebra, Control and Optimization
3 SIAM Journal on Mathematics of Data Science
2 Computer Physics Communications
2 Inverse Problems
2 Physica A
2 Mathematics of Computation
2 Networks
2 Parallel Computing
2 International Journal of Approximate Reasoning
2 Applications of Mathematics
2 Computational Mathematics and Mathematical Physics
2 Advances in Computational Mathematics
2 Journal of Combinatorial Optimization
2 Journal of Graph Algorithms and Applications
2 Lobachevskii Journal of Mathematics
2 Matematicheskoe Modelirovanie
2 Multiscale Modeling & Simulation
2 Numerical Mathematics: Theory, Methods and Applications
2 Advances in Numerical Analysis
2 Mathematical Programming Computation
2 Electronic Research Archive
2 Results in Applied Mathematics
1 Archives of Mechanics
1 Computers and Fluids
1 IMA Journal of Numerical Analysis
1 Journal of Engineering Mathematics
1 Journal of Mathematical Analysis and Applications
1 Linear and Multilinear Algebra
1 Mathematical Methods in the Applied Sciences
1 Zhurnal Vychislitel’noĭ Matematiki i Matematicheskoĭ Fiziki
1 Computing
1 Demonstratio Mathematica
1 Journal of Computer and System Sciences
1 Ricerche di Matematica
1 SIAM Journal on Numerical Analysis
1 Theoretical Computer Science
1 Moscow University Computational Mathematics and Cybernetics
1 Bulletin of the Iranian Mathematical Society
1 Journal of Computational Mathematics
1 Mathematical and Computer Modelling
1 Stochastic Hydrology and Hydraulics
1 Machine Learning
1 Neural Computation
1 Journal of Global Optimization
1 Proceedings of the National Academy of Sciences of the United States of America
1 SIAM Journal on Applied Mathematics
1 Advances in Engineering Software
1 Communications in Numerical Methods in Engineering
1 Applied and Computational Harmonic Analysis
1 Applicationes Mathematicae
1 Journal of Mathematical Sciences (New York)
1 Russian Journal of Numerical Analysis and Mathematical Modelling
1 Opuscula Mathematica
1 International Transactions in Operational Research
1 Journal of Heuristics
1 Computing and Visualization in Science
1 Data Mining and Knowledge Discovery
...and 32 more Serials

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