SIAM Review

Papers
(The TQCC of SIAM Review is 3. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Book Reviews298
Book Reviews69
Lifting for Simplicity: Concise Descriptions of Convex Sets55
Graph Neural Networks and Applied Linear Algebra55
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach51
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes48
Survey and Review48
Research Spotlights48
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors41
Education40
Least Squares and the Not-Normal Equations40
The Poincaré Metric and the Bergman Theory33
SIGEST29
Survey and Review26
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms24
Research Spotlights20
Book Reviews18
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output18
Combinatorial and Hodge Laplacians: Similarities and Differences17
Education16
Survey and Review16
Research Spotlights16
Book Reviews16
A Bridge between Invariant Theory and Maximum Likelihood Estimation14
Hysteresis and Stability13
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation13
Developing Workforce with Mathematical Modeling Skills13
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities10
Research Spotlights9
Sparse Approximations with Interior Point Methods9
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems9
Education8
Book Reviews8
Book Review: Algorithmic Mathematics in Machine Learning7
Book Review: Dissipative Lattice Dynamical Systems7
Education7
SIGEST7
SIGEST7
Learning Dynamical Systems with Side Information7
Book Review: Essential Statistics for Data Science: A Concise Crash Course6
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport6
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations5
Book Review: Classical Numerical Analysis: A Comprehensive Course5
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites4
Survey and Review4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Survey and Review4
Book Review: Non-Local Cell Adhesion Models: Symmetries and Bifurcations in 1-D4
Book Review: Biological Rhythms4
Quantitative Estimates: How Well Does the Discrete Fourier Transform Approximate the Fourier Transform on \(\mathbb{R}?\)4
When Randomness Helps in Undersampling4
Research Spotlights4
Education3
Numerical Review of Mathieu Function Programs for Integer Orders and Real Parameters3
Bounds on Small Ramsey Numbers by Semidefinite Programming3
Education3
Oscillatory Networks: Insights from Piecewise-Linear Modeling3
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances3
A Mathematical Model for Nordic Skiing3
Improbability of Collisions of Point-Vortices in Bounded Planar Domains3
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