×

SparseMatrix

swMATH ID: 4629
Software Authors: Davis, Timothy A; Hu, Yifan
Description: 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: LAPACK; mctoolbox; Matlab; METIS; ILUT; HSL; CUDA; LSQR; PARDISO; MatrixMarket; CSparse; MUMPS; Harwell-Boeing sparse matrix collection; PETSc; ARPACK; mftoolbox; BLAS; symrcm; AMD; JDQZ
Cited in: 739 Publications

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
all top 5

Cited by 1,026 Authors

26 Scott, Jennifer A.
23 Saad, Yousef
20 Huang, Ting-Zhu
17 Tůma, Miroslav
16 Duff, Iain S.
15 Aykanat, Cevdet
15 Benzi, Michele
14 Davis, Timothy Alden
13 Carpentieri, Bruno
13 Pasiliao, Eduardo L. jun.
12 Higham, Nicholas J.
12 Imakura, Akira
12 Manguoglu, Murat
12 Veremyev, Alexander
11 Hayami, Ken
11 Hogg, Jonathan D.
11 Jing, Yanfei
10 Sameh, Ahmed H.
10 Yin, Junfeng
9 Janna, Carlo
9 Kalantzis, Vassilis
9 Prokopyev, Oleg Alexan
9 Rafiei, Amin
9 Toutounian, Faezeh
9 Uçar, Bora
9 Wu, Wenting
9 Xi, Yuanzhe
8 Carson, Erin Claire
8 Gu, Xian-Ming
8 Sogabe, Tomohiro
8 Zhang, Shao-Liang
7 Bai, Zhongzhi
7 Du, Lei
7 Ferronato, Massimiliano
7 Grigori, Laura
7 Jia, Zhongxiao
7 Li, Rencang
7 Mayer, Jan
7 Morikuni, Keiichi
7 Morini, Benedetta
7 Safro, Ilya
7 Wen, Chun
6 Boginski, Vladimir L.
6 Bollhöfer, Matthias
6 Buttari, Alfredo
6 Çatalyürek, Ümit V.
6 Demmel, James Weldon
6 Frommer, Andreas
6 Gleich, David F.
6 Kayaaslan, Enver
6 Oviedo, Harry
6 Pothen, Alex
6 Saunders, Michael A.
6 Zhang, Jun
5 Agullo, Emmanuel
5 Bellavia, Stefania
5 Cerdán, Juana
5 Darve, Eric
5 Durastante, Fabio
5 Elbouyahyaoui, Lakhdar
5 Gebremedhin, Assefaw Hadish
5 Gondzio, Jacek
5 Heyouni, Mohammed
5 Kressner, Daniel
5 Li, Liang
5 Li, Ruipeng
5 Lin, Lin
5 Manne, Fredrik
5 Orban, Dominique
5 Patwary, Md. Mostofa Ali
5 Stathopoulos, Andreas
5 Szyld, Daniel B.
5 Tudisco, Francesco
5 Vandenberghe, Lieven
5 Zhang, Jianhua
4 Arrigo, Francesca
4 Baglama, James
4 Bisseling, Rob H.
4 Boman, Erik G.
4 Buluç, Aydın
4 Chen, Jie
4 Chen, Zhangxin
4 Dai, Hua
4 Dai, Yu-Hong
4 Filelis-Papadopoulos, Christos K.
4 Filippone, Salvatore
4 Giraud, Luc
4 Gravvanis, George A.
4 Hallman, Eric
4 Hu, Yifan
4 Jessup, Elizabeth R.
4 Liu, Hui
4 Lopez, Florent
4 Mas, José
4 Pestana, Jennifer
4 Sakurai, Tetsuya
4 Shen, Zhaoli
4 Tadano, Hiroto
4 Tajaddini, Azita
4 Tisseur, Françoise
...and 926 more Authors
all top 5

Cited in 124 Serials

153 SIAM Journal on Scientific Computing
67 SIAM Journal on Matrix Analysis and Applications
50 Journal of Computational and Applied Mathematics
40 ACM Transactions on Mathematical Software
33 Numerical Linear Algebra with Applications
31 Numerical Algorithms
22 ETNA. Electronic Transactions on Numerical Analysis
19 Linear Algebra and its Applications
18 Applied Mathematics and Computation
17 Computers & Mathematics with Applications
11 BIT
10 Applied Numerical Mathematics
8 European Journal of Operational Research
7 Journal of Computational Physics
7 Computational Optimization and Applications
7 Optimization Methods & Software
6 Computational and Applied Mathematics
5 Calcolo
5 Numerische Mathematik
5 Applied Mathematics Letters
5 Journal of Scientific Computing
5 Journal of Parallel and Distributed Computing
5 SIAM Review
5 Mathematical Programming. Series A. Series B
5 INFORMS Journal on Computing
5 East Asian Journal on Applied Mathematics
4 Japan Journal of Industrial and Applied Mathematics
4 SIAM Journal on Optimization
4 Mathematical Problems in Engineering
4 Optimization Letters
4 JSIAM Letters
3 Discrete Applied Mathematics
3 Journal of Optimization Theory and Applications
3 Computers & Operations Research
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 Numerical Algebra, Control and Optimization
3 SIAM Journal on Mathematics of Data Science
2 Computer Physics Communications
2 Physica A
2 Information Sciences
2 International Journal for Numerical Methods in Engineering
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 Multiscale Modeling & Simulation
2 Acta Numerica
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 Inverse Problems
1 Journal of Engineering Mathematics
1 Journal of Mathematical Analysis and Applications
1 Linear and Multilinear Algebra
1 Zhurnal Vychislitel’noĭ Matematiki i Matematicheskoĭ Fiziki
1 Mathematics of Computation
1 Computing
1 Journal of Computer and System Sciences
1 Networks
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 Journal of Heuristics
1 Computing and Visualization in Science
1 Data Mining and Knowledge Discovery
1 Mathematical & Computational Applications
1 Communications in Nonlinear Science and Numerical Simulation
1 Computational Geosciences
1 Matematicheskoe Modelirovanie
1 Foundations of Computational Mathematics
1 Computational Methods in Applied Mathematics
1 Journal of Applied Mathematics
1 ACM Journal of Experimental Algorithmics
...and 24 more Serials

Citations by Year