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 2021-07-01 to 2025-07-01.)
ArticleCitations
Book Reviews267
Book Reviews145
Lifting for Simplicity: Concise Descriptions of Convex Sets43
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach36
Graph Neural Networks and Applied Linear Algebra35
Education31
Survey and Review29
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors28
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes25
Research Spotlights25
SIGEST23
Book Reviews22
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms18
Combinatorial and Hodge Laplacians: Similarities and Differences17
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output16
The Poincaré Metric and the Bergman Theory16
Education15
Survey and Review15
Book Reviews14
A Bridge between Invariant Theory and Maximum Likelihood Estimation14
Research Spotlights14
Hysteresis and Stability12
Sparse Approximations with Interior Point Methods11
Developing Workforce with Mathematical Modeling Skills11
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?11
Research Spotlights10
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities10
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems9
Book Reviews9
Learning Dynamical Systems with Side Information8
SIGEST8
Book Review: Algorithmic Mathematics in Machine Learning6
Book Review: Essential Statistics for Data Science: A Concise Crash Course5
SIGEST5
Education5
Research Spotlights4
Flow and Elastic Networks on the ????-Torus: Geometry, Analysis, and Computation4
Education4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations4
Oscillatory Networks: Insights from Piecewise-Linear Modeling4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances4
Survey and Review4
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites4
Education4
When Randomness Helps in Undersampling4
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