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 2021-08-01 to 2025-08-01.)
ArticleCitations
Book Reviews279
Graph Neural Networks and Applied Linear Algebra153
Book Reviews45
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach40
Lifting for Simplicity: Concise Descriptions of Convex Sets37
Education34
Survey and Review29
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors28
Research Spotlights26
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes26
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output25
SIGEST24
Book Reviews21
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms21
Combinatorial and Hodge Laplacians: Similarities and Differences18
Education16
The Poincaré Metric and the Bergman Theory16
Survey and Review15
Research Spotlights15
Book Reviews15
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?14
A Bridge between Invariant Theory and Maximum Likelihood Estimation13
Hysteresis and Stability12
Sparse Approximations with Interior Point Methods11
Developing Workforce with Mathematical Modeling Skills11
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
Education6
Book Review: Algorithmic Mathematics in Machine Learning6
Survey and Review5
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites5
Research Spotlights5
SIGEST5
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations5
Book Review: Essential Statistics for Data Science: A Concise Crash Course5
When Randomness Helps in Undersampling4
Education4
Improbability of Collisions of Point-Vortices in Bounded Planar Domains4
Operator Learning Using Random Features: A Tool for Scientific Computing4
Oscillatory Networks: Insights from Piecewise-Linear Modeling4
LU and CR Elimination4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances4
Education4
Flow and Elastic Networks on the ????-Torus: Geometry, Analysis, and Computation4
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