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 2022-05-01 to 2026-05-01.)
ArticleCitations
Book Reviews424
Book Reviews292
Graph Neural Networks and Applied Linear Algebra68
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach53
Lifting for Simplicity: Concise Descriptions of Convex Sets53
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes51
Research Spotlights45
Survey and Review44
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors43
Least Squares and the Not-Normal Equations40
Education39
The Poincaré Metric and the Bergman Theory37
SIGEST32
Survey and Review29
Research Spotlights24
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms24
Book Reviews20
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output18
Survey and Review17
Combinatorial and Hodge Laplacians: Similarities and Differences17
Research Spotlights16
A Bridge between Invariant Theory and Maximum Likelihood Estimation16
Book Reviews16
Education16
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation15
Hysteresis and Stability15
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities13
Developing Workforce with Mathematical Modeling Skills13
Research Spotlights13
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems12
Sparse Approximations with Interior Point Methods9
Book Reviews9
Education9
Learning Dynamical Systems with Side Information8
Book Review: Algorithmic Mathematics in Machine Learning8
SIGEST8
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport7
Book Review: Dissipative Lattice Dynamical Systems7
Book Review: Essential Statistics for Data Science: A Concise Crash Course7
Education7
SIGEST7
Quantitative Estimates: How Well Does the Discrete Fourier Transform Approximate the Fourier Transform on \(\mathbb{R}?\)6
Book Review: Classical Numerical Analysis: A Comprehensive Course6
Survey and Review6
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations5
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites5
Education4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Education4
Survey and Review4
When Randomness Helps in Undersampling4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances4
Research Spotlights4
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