# Matrix Theory and Algorithms

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/matrix-theory-and-algorithms-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,753,671 |
| Description | This cluster of papers focuses on matrix algorithms, iterative methods, and numerical techniques for solving eigenvalue problems, preconditioning sparse linear systems, and addressing saddle point problems. It covers topics such as Krylov subspace methods, structured preconditioners, parallel computing, and numerical linear algebra. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T10792 |
| Works | 124,717 |

## Topic researchers

Showing 12 of 20.

- [Axel D. Becke](https://scholariq.org/researchers/axel-d-becke/)
- [Michael I. Jordan](https://scholariq.org/researchers/michael-i-jordan/)
- [David L. Donoho](https://scholariq.org/researchers/david-l-donoho/)
- [Bernhard Schölkopf](https://scholariq.org/researchers/bernhard-scholkopf/)
- [Herman J. C. Berendsen](https://scholariq.org/researchers/herman-j-c-berendsen/)
- [Stephen Boyd](https://scholariq.org/researchers/stephen-boyd/)
- [Thomas L. Saaty](https://scholariq.org/researchers/thomas-l-saaty/)
- [Stanley Osher](https://scholariq.org/researchers/stanley-osher/)
- [Yuri S. Kivshar](https://scholariq.org/researchers/yuri-s-kivshar/)
- [Berk Hess](https://scholariq.org/researchers/berk-hess/)
- [Eric R. Ziegel](https://scholariq.org/researchers/eric-r-ziegel/)
- [J. I. Cirac](https://scholariq.org/researchers/j-i-cirac/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.