SIAM Review

Article	Citations
Book Reviews	176
Book Review: Elegant Simulations. From Simple Oscillators to Many-Body Systems	88
Graph Neural Networks and Applied Linear Algebra	28
Book Review: Essential Statistics for Data Science: A Concise Crash Course	25
A Mathematical Model for the Origin of Name Brands and Generics	25
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations	21
Education	20
Book Reviews	20
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites	17
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance	14
Chaos Game Representation	13
Lifting for Simplicity: Concise Descriptions of Convex Sets	13
Newton's Method in Mixed Precision	12
SIGEST	11
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists	10
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach	9
Dimensionality Reduction via Dynamical Systems: The Case of t-SNE	9
Hypergraph Cuts with General Splitting Functions	9
Book Reviews	8
Research Spotlights	8
Research Spotlights	8
Book Reviews	8
A Benchmark for the Bayesian Inversion of Coefficients in Partial Differential Equations	7
Education	7
Book Reviews	6

SIGEST	6
When Randomness Helps in Undersampling	5
Bayesian Inverse Problems Are Usually Well-Posed	4
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors	4
Exactness of Quadrature Formulas	4
Are Adaptive Galerkin Schemes Dissipative?	4
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances	3
Survey and Review	3
NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators	3
The Reflection Method for the Numerical Solution of Linear Systems	3
Research Spotlights	2
Operator Learning Using Random Features: A Tool for Scientific Computing	2
Neighborhood Watch in Mechanics: Nonlocal Models and Convolution	2
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach	2
Research Spotlights	2
Cardinality Minimization, Constraints, and Regularization: A Survey	2
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes	2
Compartment Models with Memory	2
Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants	2
Education	2
Education	1
Survey and Review	1
Improbability of Collisions of Point-Vortices in Bounded Planar Domains	1
SIGEST	1
Book Reviews	1
The Poincaré Metric and the Bergman Theory	1
Variance and Covariance of Distributions on Graphs	1
Education	1
Survey and Review	1
SIGEST	1
Feynman's Inverse Problem	0
Book Review: Probability Adventures	0
Developing Workforce with Mathematical Modeling Skills	0
Research Spotlights	0
Survey and Review	0
Erratum: On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics	0
Education	0
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion	0
Computed Origami Tomography	0
Book Reviews	0
Neural ODE Control for Classification, Approximation, and Transport	0
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output	0
Getting the Lay of the Land in Discrete Space: A Survey of Metric Dimension and Its Applications	0
Piecewise Smooth Models of Pumping a Child's Swing	0
Education	0
Research Spotlights	0
SIGEST	0
Risk-Adaptive Approaches to Stochastic Optimization: A Survey	0
Book Reviews	0
Learning Dynamical Systems with Side Information	0

Survey and Review	0
Book Reviews	0
Surprises in a Classic Boundary-Layer Problem	0
SIGEST	0
Finite Element Methods Respecting the Discrete Maximum Principle for Convection-Diffusion Equations	0
Resonantly Forced ODEs and Repeated Roots	0
Bump Attractors and Waves in Networks of Leaky Integrate-and-Fire Neurons	0
Research Spotlights	0
High-Dimensional Gaussian Sampling: A Review and a Unifying Approach Based on a Stochastic Proximal Point Algorithm	0
A Simple Formula for the Generalized Spectrum of Second Order Self-Adjoint Differential Operators	0
Book Reviews	0
SIGEST	0
Survey and Review	0
A Bridge between Invariant Theory and Maximum Likelihood Estimation	0
Featured Review: Numerical Integration of Differential Equations	0
Research Spotlights	0
Book Reviews	0
Research Spotlights	0
A Comprehensive Proof of Bertrand's Theorem	0
Research Spotlights	0
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods	0
Research Spotlights	0
The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread	0
Education	0
Nesterov's Method for Convex Optimization	0
The One-Dimensional Version of Peixoto's Structural Stability Theorem: A Calculus-Based Proof	0
Survey and Review	0
Limits of Learning Dynamical Systems	0
A Generalized Dual Transform: Linear Algebra and Geometry of (Pseudo)Inverting a Matrix	0
Survey and Review	0
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems	0
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review	0
Hysteresis and Stability	0
Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems	0
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources	0
Does the Helmholtz Boundary Element Method Suffer from the Pollution Effect?	0
Education	0
What Are Higher-Order Networks?	0
Randomized Reference Models for Temporal Networks	0
Research Spotlights	0
Geometric Quasilinearization Framework for Analysis and Design of Bound-Preserving Schemes	0
On and Beyond Total Variation Regularization in Imaging: The Role of Space Variance	0
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?	0
Survey and Review	0
Education	0
SIGEST	0
Education	0
Book Reviews	0
Sandpiles and Dunes: Mathematical Models for Granular Matter	0
Flow and Elastic Networks on the ????-Torus: Geometry, Analysis, and Computation	0
Survey and Review	0
Survey and Review	0
Book Review: Mathematical Pictures at a Data Science Exhibition	0
Book Reviews	0
SIGEST	0
Analyzing Pattern Formation in the Gray--Scott Model: An XPPAUT Tutorial	0
Minimizing the Repayment Cost of Federal Student Loans	0
SIGEST	0
Coupling Techniques for Nonlinear Ensemble Filtering	0
SIGEST	0
Book Review: Numerical Methods in Physics with Python. Second Edition	0
Bilinear Optimal Control of an Advection-Reaction-Diffusion System	0
SIGEST	0
Survey and Review	0
SIGEST	0
Sparse Approximations with Interior Point Methods	0
Education	0
Hawkes Processes Modeling, Inference, and Control: An Overview	0
Survey and Review	0
Sigmoid Functions, Multiscale Resolution of Singularities, and $hp$-Mesh Refinement	0
LU and CR Elimination	0
Hamiltonicity of Cubic Planar Graphs with Bounded Face Sizes	0
Modern Koopman Theory for Dynamical Systems	0
Generating Resonant and Repeated Root Solutions to Ordinary Differential Equations Using Perturbation Methods	0
Oscillatory Networks: Insights from Piecewise-Linear Modeling	0
An Introductory Review on A Posteriori Error Estimation in Finite Element Computations	0
A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau	0
Education	0
Research Spotlights	0
Combinatorial and Hodge Laplacians: Similarities and Differences	0

Dynamics of Signaling Games	0
Some Comments on Preconditioning for Normal Equations and Least Squares	0
The Network HHD: Quantifying Cyclic Competition in Trait-Performance Models of Tournaments	0