Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 12 Similar Profiles
Linear systems Engineering & Materials Science
Factorization Engineering & Materials Science
Experiments Engineering & Materials Science
Polynomials Engineering & Materials Science
Electronic structure Engineering & Materials Science
Density functional theory Engineering & Materials Science
Decomposition Engineering & Materials Science
Eigenvalues and eigenfunctions Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2003 2018

Research Output 1980 2017

Improving the incoherence of a learned dictionary via rank shrinkage

Ubaru, S., Seghouane, A. K. & Saad, Y. Jan 1 2017 In : Neural Computation. 29, 1, p. 263-285 23 p.

Research output: Contribution to journalArticle

Shrinkage
Learning
Incoherence
Atom
Decomposition
1 Citations
Rank of a matrix
Preconditioner
Linear systems
Decomposition
Multilevel preconditioning
2 Citations
Electronic structure
Density functional theory
Learning systems
Signal processing
5 Citations

Approximating spectral densities of large matrices

Lin, L., Saad, Y. & Yang, C. 2016 In : SIAM Review. 58, 1, p. 34-65 32 p.

Research output: Contribution to journalArticle

Spectral density
Costs
Linear algebra
Probability density function
Physics

A thick-restart lanczos algorithm with polynomial filtering for hermitian eigenvalue problems

Li, R., Xi, Y., Vecharynski, E., Yang, C. & Saad, Y. 2016 In : SIAM Journal on Scientific Computing. 38, 4, p. A2512-A2534

Research output: Contribution to journalArticle

Polynomials
Eigenvalues and eigenfunctions