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
Graph Neural Networks and Applied Linear Algebra55
Lifting for Simplicity: Concise Descriptions of Convex Sets55
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach51
Survey and Review48
Research Spotlights48
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes48
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
Research Spotlights16
Book Reviews16
Education16
Survey and Review16
A Bridge between Invariant Theory and Maximum Likelihood Estimation14
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation13
Developing Workforce with Mathematical Modeling Skills13
Hysteresis and Stability13
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities10
Sparse Approximations with Interior Point Methods9
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems9
Research Spotlights9
Book Reviews8
Education8
Education7
SIGEST7
SIGEST7
Learning Dynamical Systems with Side Information7
Book Review: Algorithmic Mathematics in Machine Learning7
Book Review: Dissipative Lattice Dynamical Systems7
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport6
Book Review: Essential Statistics for Data Science: A Concise Crash Course6
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations5
Book Review: Classical Numerical Analysis: A Comprehensive Course5
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
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites4
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
Education3
Numerical Review of Mathieu Function Programs for Integer Orders and Real Parameters3
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