SIAM Review

Article	Citations
Book Reviews	226
A Mathematical Model for the Origin of Name Brands and Generics	120
Book Review: Essential Statistics for Data Science: A Concise Crash Course	39
Book Review: Elegant Simulations. From Simple Oscillators to Many-Body Systems	32
Graph Neural Networks and Applied Linear Algebra	30
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations	28
Education	26
Book Reviews	23
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites	22
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance	21
Lifting for Simplicity: Concise Descriptions of Convex Sets	18
SIGEST	14
Chaos Game Representation	14
Newton's Method in Mixed Precision	14
Dimensionality Reduction via Dynamical Systems: The Case of t-SNE	11
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach	11
Hypergraph Cuts with General Splitting Functions	11
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists	11
Research Spotlights	10
Research Spotlights	9
Book Reviews	9
Book Reviews	9
SIGEST	8
Education	8
Book Reviews	8

A Benchmark for the Bayesian Inversion of Coefficients in Partial Differential Equations	8
When Randomness Helps in Undersampling	7
The Reflection Method for the Numerical Solution of Linear Systems	7
Are Adaptive Galerkin Schemes Dissipative?	7
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors	5
Research Spotlights	4
Compartment Models with Memory	4
Research Spotlights	4
Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants	4
Survey and Review	4
Operator Learning Using Random Features: A Tool for Scientific Computing	3
Neighborhood Watch in Mechanics: Nonlocal Models and Convolution	3
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach	3
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes	3
Education	2
Bayesian Inverse Problems Are Usually Well-Posed	2
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances	2
NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators	2
Exactness of Quadrature Formulas	2
Education	2
Cardinality Minimization, Constraints, and Regularization: A Survey	2
Variance and Covariance of Distributions on Graphs	2
Survey and Review	1
Survey and Review	1
Education	1
SIGEST	1
Improbability of Collisions of Point-Vortices in Bounded Planar Domains	1
SIGEST	1
SIGEST	1
Education	1
The Poincaré Metric and the Bergman Theory	1
Book Reviews	1
SIGEST	0
A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau	0
Sandpiles and Dunes: Mathematical Models for Granular Matter	0
Education	0
SIGEST	0
Book Reviews	0
LU and CR Elimination	0
Computed Origami Tomography	0
A Bridge between Invariant Theory and Maximum Likelihood Estimation	0
Book Review: Numerical Methods in Physics with Python. Second Edition	0
Flow and Elastic Networks on the ????-Torus: Geometry, Analysis, and Computation	0
SIGEST	0
The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread	0
The Network HHD: Quantifying Cyclic Competition in Trait-Performance Models of Tournaments	0
Research Spotlights	0
Risk-Adaptive Approaches to Stochastic Optimization: A Survey	0
Research Spotlights	0
Survey and Review	0

High-Dimensional Gaussian Sampling: A Review and a Unifying Approach Based on a Stochastic Proximal Point Algorithm	0
Book Reviews	0
Bilinear Optimal Control of an Advection-Reaction-Diffusion System	0
Limits of Learning Dynamical Systems	0
Modern Koopman Theory for Dynamical Systems	0
A Comprehensive Proof of Bertrand's Theorem	0
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems	0
Research Spotlights	0
Book Review: Mathematical Pictures at a Data Science Exhibition	0
SIGEST	0
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources	0
Some Comments on Preconditioning for Normal Equations and Least Squares	0
Book Reviews	0
Survey and Review	0
Getting the Lay of the Land in Discrete Space: A Survey of Metric Dimension and Its Applications	0
Nesterov's Method for Convex Optimization	0
Survey and Review	0
Education	0
Education	0
Developing Workforce with Mathematical Modeling Skills	0
A Generalized Dual Transform: Linear Algebra and Geometry of (Pseudo)Inverting a Matrix	0
Book Reviews	0
Erratum: On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics	0
Analyzing Pattern Formation in the Gray--Scott Model: An XPPAUT Tutorial	0
Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems	0
A Simple Formula for the Generalized Spectrum of Second Order Self-Adjoint Differential Operators	0
Survey and Review	0
On and Beyond Total Variation Regularization in Imaging: The Role of Space Variance	0
Bump Attractors and Waves in Networks of Leaky Integrate-and-Fire Neurons	0
Hawkes Processes Modeling, Inference, and Control: An Overview	0
Sigmoid Functions, Multiscale Resolution of Singularities, and $hp$-Mesh Refinement	0
Piecewise Smooth Models of Pumping a Child's Swing	0
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods	0
Learning Dynamical Systems with Side Information	0
Feynman's Inverse Problem	0
Randomized Reference Models for Temporal Networks	0
Research Spotlights	0
Coupling Techniques for Nonlinear Ensemble Filtering	0
SIGEST	0
What Are Higher-Order Networks?	0
SIGEST	0
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review	0
Education	0
Survey and Review	0
Education	0
Hysteresis and Stability	0
Surprises in a Classic Boundary-Layer Problem	0
Education	0
The One-Dimensional Version of Peixoto's Structural Stability Theorem: A Calculus-Based Proof	0
Hamiltonicity of Cubic Planar Graphs with Bounded Face Sizes	0
Resonantly Forced ODEs and Repeated Roots	0
Survey and Review	0
Survey and Review	0
Combinatorial and Hodge Laplacians: Similarities and Differences	0
Research Spotlights	0
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion	0
Minimizing the Repayment Cost of Federal Student Loans	0
An Introductory Review on A Posteriori Error Estimation in Finite Element Computations	0
Oscillatory Networks: Insights from Piecewise-Linear Modeling	0
Dynamics of Signaling Games	0
Does the Helmholtz Boundary Element Method Suffer from the Pollution Effect?	0
Book Reviews	0
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?	0
Research Spotlights	0
Survey and Review	0
Featured Review: Numerical Integration of Differential Equations	0
Survey and Review	0
Book Review: Probability Adventures	0
Sparse Approximations with Interior Point Methods	0
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output	0
Finite Element Methods Respecting the Discrete Maximum Principle for Convection-Diffusion Equations	0
Research Spotlights	0
Education	0
Geometric Quasilinearization Framework for Analysis and Design of Bound-Preserving Schemes	0
Neural ODE Control for Classification, Approximation, and Transport	0
SIGEST	0
Book Reviews	0
Research Spotlights	0
SIGEST	0
Survey and Review	0

Generating Resonant and Repeated Root Solutions to Ordinary Differential Equations Using Perturbation Methods	0
Book Reviews	0
Research Spotlights	0