SIAM Journal on Matrix Analysis and Applications

Aims & Scope

The SIAM Journal on Matrix Analysis and Applications contains research articles in matrix analysis and its applications and papers of interest to the numerical linear algebra community.

Applications include such areas as signal processing, systems and control theory, statistics, Markov chains, and mathematical biology.

Also contains papers that are of a theoretical nature but have a possible impact on applications.

View Aims & Scope

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Metrics & Ranking

Impact Factor

Year	Value
2025	1.7
2024	1.50

SJR (SCImago Journal Rank)

Year	Value
2024	0.917

Quartile

Year	Value
2024	Q1

h-index

Year	Value
2024	113

Journal Rank

Year	Value
2024	5542

Journal Citation Indicator

Year	Value
2024	410

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Abstracting & Indexing

Journal is indexed in leading academic databases, ensuring global visibility and accessibility of our peer-reviewed research.

• Scopus
• Google Scholar
• Web of Science

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Subjects & Keywords

Journal’s research areas, covering key disciplines and specialized sub-topics in Mathematics, designed to support cutting-edge academic discovery.

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Most Cited Articles

The Most Cited Articles section features the journal's most impactful research, based on citation counts. These articles have been referenced frequently by other researchers, indicating their significant contribution to their respective fields.

• A Multilinear Singular Value Decomposition

  Citation: 3121

  Authors: Lieven, Bart, Joos

• The Geometry of Algorithms with Orthogonality Constraints

  Citation: 1930

  Authors: Alan, Tomás A., Steven T.

• A Fully Asynchronous Multifrontal Solver Using Distributed Dynamic Scheduling

  Citation: 1660

  Authors: Patrick R., Iain S., Jean-Yves, Jacko

• On the Best Rank-1 and Rank-(<i>R</i>₁ ,<i>R</i>₂ ,. . .,<i>R_N</i>) Approximation of Higher-Order Tensors

  Citation: 1222

  Authors: Lieven, Bart, Joos

• Partitioning Sparse Matrices with Eigenvectors of Graphs

  Citation: 1147

  Authors: Alex, Horst D., Kang-Pu

• Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

  Citation: 890

  Authors: Misha E., Karen, Ning, Randy C.

• Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems

  Citation: 861

  Authors: Zhong-Zhi, Gene H., Michael K.

• Robust Solutions to Least-Squares Problems with Uncertain Data

  Citation: 861

  Authors: Laurent, Hervé

• Implicit Application of Polynomial Filters in a <i>k</i>-Step Arnoldi Method

  Citation: 852

  Authors: D. C.

• Tikhonov Regularization and Total Least Squares

  Citation: 796

  Authors: Gene H., Per Christian, Dianne P.

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