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 2022-08-01 to 2026-08-01.)
ArticleCitations
Book Reviews338
Book Reviews75
Lifting for Simplicity: Concise Descriptions of Convex Sets59
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach59
Graph Neural Networks and Applied Linear Algebra56
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes55
Research Spotlights54
Survey and Review51
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors46
Least Squares and the Not-Normal Equations42
Education41
The Poincaré Metric and the Bergman Theory34
SIGEST34
Survey and Review30
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output27
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms27
Research Spotlights21
Book Reviews20
Combinatorial and Hodge Laplacians: Similarities and Differences19
Survey and Review18
Research Spotlights18
Book Reviews18
Education17
A Bridge between Invariant Theory and Maximum Likelihood Estimation16
Hysteresis and Stability16
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation16
Developing Workforce with Mathematical Modeling Skills13
Research Spotlights11
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities11
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems11
Sparse Approximations with Interior Point Methods9
Book Reviews9
Education9
Book Review: Algorithmic Mathematics in Machine Learning8
SIGEST8
Learning Dynamical Systems with Side Information8
Book Review: Essential Statistics for Data Science: A Concise Crash Course7
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations7
Book Review: Dissipative Lattice Dynamical Systems7
Education7
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport7
SIGEST7
Book Review: Classical Numerical Analysis: A Comprehensive Course7
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites6
Book Review: Non-Local Cell Adhesion Models: Symmetries and Bifurcations in 1-D5
Quantitative Estimates: How Well Does the Discrete Fourier Transform Approximate the Fourier Transform on \(\mathbb{R}?\)5
Survey and Review5
Survey and Review5
Operator Learning Using Random Features: A Tool for Scientific Computing4
Bounds on Small Ramsey Numbers by Semidefinite Programming4
When Randomness Helps in Undersampling4
Research Spotlights4
Book Review: Biological Rhythms4
Education3
Numerical Review of Mathieu Function Programs for Integer Orders and Real Parameters3
A Mathematical Model for Nordic Skiing3
Improbability of Collisions of Point-Vortices in Bounded Planar Domains3
Oscillatory Networks: Insights from Piecewise-Linear Modeling3
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances3
Education3
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources3
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