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 2021-11-01 to 2025-11-01.)
ArticleCitations
Book Reviews316
Book Reviews197
Graph Neural Networks and Applied Linear Algebra58
Lifting for Simplicity: Concise Descriptions of Convex Sets45
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach42
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes36
Education36
Research Spotlights35
Survey and Review32
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors31
Education30
The Poincaré Metric and the Bergman Theory29
SIGEST26
Survey and Review23
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output22
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms19
Book Reviews17
Combinatorial and Hodge Laplacians: Similarities and Differences17
Survey and Review16
Book Reviews16
Education15
Research Spotlights15
A Bridge between Invariant Theory and Maximum Likelihood Estimation13
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?12
Hysteresis and Stability12
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation12
Developing Workforce with Mathematical Modeling Skills11
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities10
Research Spotlights9
Sparse Approximations with Interior Point Methods8
Book Reviews8
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems8
SIGEST7
Learning Dynamical Systems with Side Information6
Education6
Book Review: Algorithmic Mathematics in Machine Learning6
Book Review: Dissipative Lattice Dynamical Systems5
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations5
Book Review: Essential Statistics for Data Science: A Concise Crash Course5
Survey and Review5
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites5
SIGEST5
Research Spotlights5
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport5
When Randomness Helps in Undersampling4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Education4
Research Spotlights4
Education4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances4
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources4
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