SIAM Review

Papers
(The TQCC of SIAM Review is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)
ArticleCitations
Book Reviews253
Graph Neural Networks and Applied Linear Algebra137
Book Reviews42
Lifting for Simplicity: Concise Descriptions of Convex Sets34
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach33
Education30
Survey and Review28
Research Spotlights26
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes24
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors24
Book Reviews22
SIGEST22
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms17
The Poincaré Metric and the Bergman Theory15
Combinatorial and Hodge Laplacians: Similarities and Differences14
Survey and Review14
Education14
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output14
Research Spotlights13
Book Reviews13
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?11
Hysteresis and Stability11
A Bridge between Invariant Theory and Maximum Likelihood Estimation11
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems10
Developing Workforce with Mathematical Modeling Skills10
Research Spotlights10
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities10
Book Reviews9
Sparse Approximations with Interior Point Methods9
SIGEST8
Learning Dynamical Systems with Side Information8
Book Review: Algorithmic Mathematics in Machine Learning6
Education5
Book Review: Essential Statistics for Data Science: A Concise Crash Course5
SIGEST5
Survey and Review4
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites4
Education4
When Randomness Helps in Undersampling4
Research Spotlights4
Education4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances4
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