SIAM Review

Article	Citations
Book Reviews	298
Book Reviews	69
Lifting for Simplicity: Concise Descriptions of Convex Sets	55
Graph Neural Networks and Applied Linear Algebra	55
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach	51
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes	48
Survey and Review	48
Research Spotlights	48
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors	41
Education	40
Least Squares and the Not-Normal Equations	40
The Poincaré Metric and the Bergman Theory	33
SIGEST	29
Survey and Review	26
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms	24
Research Spotlights	20
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output	18
Book Reviews	18
Combinatorial and Hodge Laplacians: Similarities and Differences	17
Book Reviews	16
Education	16
Survey and Review	16
Research Spotlights	16
A Bridge between Invariant Theory and Maximum Likelihood Estimation	14
Hysteresis and Stability	13

Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation	13
Developing Workforce with Mathematical Modeling Skills	13
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities	10
Research Spotlights	9
Sparse Approximations with Interior Point Methods	9
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems	9
Education	8
Book Reviews	8
Book Review: Algorithmic Mathematics in Machine Learning	7
Book Review: Dissipative Lattice Dynamical Systems	7
Education	7
SIGEST	7
SIGEST	7
Learning Dynamical Systems with Side Information	7
Book Review: Essential Statistics for Data Science: A Concise Crash Course	6
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport	6
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations	5
Book Review: Classical Numerical Analysis: A Comprehensive Course	5
Quantitative Estimates: How Well Does the Discrete Fourier Transform Approximate the Fourier Transform on \(\mathbb{R}?\)	4
When Randomness Helps in Undersampling	4
Research Spotlights	4
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites	4
Survey and Review	4
Operator Learning Using Random Features: A Tool for Scientific Computing	4
Survey and Review	4
Book Review: Non-Local Cell Adhesion Models: Symmetries and Bifurcations in 1-D	4
Book Review: Biological Rhythms	4
Improbability of Collisions of Point-Vortices in Bounded Planar Domains	3
Education	3
Numerical Review of Mathieu Function Programs for Integer Orders and Real Parameters	3
Bounds on Small Ramsey Numbers by Semidefinite Programming	3
Education	3
Oscillatory Networks: Insights from Piecewise-Linear Modeling	3
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances	3
A Mathematical Model for Nordic Skiing	3
Survey and Review	2
Education	2
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources	2
Spanning Trees and Redistricting: New Methods for Sampling and Validation	2
SIGEST	2
Book Reviews	2
Featured Review: The Sequential Quadratic Hamiltonian Method: Solving Optimal Control Problems	2
Education	2
Parameter Identifiability, Parameter Estimation, and Model Prediction for Differential Equation Models	1
Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems	1
Book Review: Differential Equations: Solving Ordinary and Partial Differential Equations with Mathematica	1
Sandpiles and Dunes: Mathematical Models for Granular Matter	1
Minimizing the Repayment Cost of Federal Student Loans	1
Randomized Reference Models for Temporal Networks	0
Research Spotlights	0

The Fundamental Subspaces of Ensemble Kalman Inversion	0
Book Reviews	0
Research Spotlights	0
Sigmoid Functions, Multiscale Resolution of Singularities, and $hp$-Mesh Refinement	0
Book Review: Linear Algebra: A Problem-Centered Approach	0
Research Spotlights	0
Education	0
Book Review: Inverse Optimal Control and Inverse Noncooperative Dynamic Game Theory: A Minimum-Principle Approach	0
SIGEST	0
Education	0
Book Reviews	0
Book Review: Time-Variant and Quasi-Separable Systems	0
Gradient Flow Equations for Deep Linear Neural Networks: A Survey from a Network Perspective	0
Survey and Review	0
Book Review: Modeling Social Behavior: Mathematical and Agent-Based Models of Social Dynamics and Cultural Evolution	0
Research Spotlights	0
Survey and Review	0
Landmarks in the History of Iterative Methods	0
Book Review: Optimal Mass Transport on Euclidean Spaces	0
Education	0
Education	0
The Reflection Method for the Numerical Solution of Linear Systems	0
Hypergraph Cuts with General Splitting Functions	0
Some Comments on Preconditioning for Normal Equations and Least Squares	0
A Comprehensive Proof of Bertrand's Theorem	0
Limits of Learning Dynamical Systems	0
What Are Higher-Order Networks?	0
On the Loewner Framework, the Kolmogorov Superposition Theorem, and the Curse of Dimensionality	0
Book Reviews	0
A Simple Formula for the Generalized Spectrum of Second Order Self-Adjoint Differential Operators	0
Erratum: On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics	0
Featured Review: Numerical Integration of Differential Equations	0
Book Review: Applied Statistical Learning: With Case Studies in Stata	0
Book Review: Stochastic Integral and Differential Equations in Mathematical Modelling	0
Survey and Review	0
Computerized Tomography and Reproducing Kernels	0
Dynamics of Signaling Games	0
Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants	0
Compartment Models with Memory	0
SIGEST	0
Survey and Review	0
Education	0
Survey and Review	0
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion	0
Book Reviews	0
Book Reviews	0
Turning Big Data Into Tiny Data: Coresets for Unsupervised Learning Problems	0
Research Spotlights	0
A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau	0
Book Review: Elegant Simulations. From Simple Oscillators to Many-Body Systems	0
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists	0
Survey and Review	0
Book Review: Mathematical Analysis: A Very Short Introduction	0
Research Spotlights	0
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance	0
Education	0
Book Reviews	0
Chaos Game Representation	0
Survey and Review	0
SIGEST	0
Book Reviews	0
A Generalized Dual Transform: Linear Algebra and Geometry of (Pseudo)Inverting a Matrix	0
Stochastic Dual Dynamic Programming and Its Variants: A Review	0
Research Spotlights	0
A Mathematical Model for the Origin of Name Brands and Generics	0
Book Review: An Introduction to Stellarators	0
Book Reviews	0
Nesterov's Method for Convex Optimization	0
Surprises in a Classic Boundary-Layer Problem	0
Bayesian Inverse Problems Are Usually Well-Posed	0
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review	0
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems	0
Book Review: Algorithmic Mathematics in Machine Learning	0
On and Beyond Total Variation Regularization in Imaging: The Role of Space Variance	0
The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread	0
SIGEST	0
Piecewise Smooth Models of Pumping a Child's Swing	0
An Introductory Review on A Posteriori Error Estimation in Finite Element Computations	0
Featured Review: Probability Theory: The Logic of Science	0
Book Review: Probability Adventures	0

Research Spotlights	0
Coupling Techniques for Nonlinear Ensemble Filtering	0
SIGEST	0
Research Spotlights	0
Modeling Still Matters: A Surprising Instance of Catastrophic Floating Point Errors in Mathematical Biology and Numerical Methods for ODEs	0
SIGEST	0
Feynman's Inverse Problem	0
A Benchmark for the Bayesian Inversion of Coefficients in Partial Differential Equations	0
Neural ODE Control for Classification, Approximation, and Transport	0
Are Adaptive Galerkin Schemes Dissipative?	0
Book Review: Numerical Methods in Physics with Python. Second Edition	0
Compositional Function Spaces for Deep Learning	0
SIGEST	0
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach	0
Book Review: Math in Drag	0
Book Reviews	0
Localized Patterns	0
Does the Helmholtz Boundary Element Method Suffer from the Pollution Effect?	0
SIGEST	0
Resonantly Forced ODEs and Repeated Roots	0
Geometric Quasilinearization Framework for Analysis and Design of Bound-Preserving Schemes	0
Neighborhood Watch in Mechanics: Nonlocal Models and Convolution	0
SIGEST	0
Hawkes Processes Modeling, Inference, and Control: An Overview	0
SIGEST	0
SIGEST	0
SIGEST	0
Analyzing Pattern Formation in the Gray--Scott Model: An XPPAUT Tutorial	0
The One-Dimensional Version of Peixoto's Structural Stability Theorem: A Calculus-Based Proof	0
Education	0
Getting the Lay of the Land in Discrete Space: A Survey of Metric Dimension and Its Applications	0
Finite Element Methods Respecting the Discrete Maximum Principle for Convection-Diffusion Equations	0
Survey and Review	0
Research Spotlights	0
Book Reviews	0
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians	0
Risk-Adaptive Approaches to Stochastic Optimization: A Survey	0
Book Review: A Brief History of Mathematics for Curious Minds	0
Education	0
DUE: A Deep Learning Framework and Library for Modeling Unknown Equations	0
Hierarchical Bayesian Inverse Problems: A High-Dimensional Statistics Viewpoint	0
Survey and Review	0
Bump Attractors and Waves in Networks of Leaky Integrate-and-Fire Neurons	0
Book Review: A New Lotka–Volterra Model of Competition With Strategic Aggression: Civil Wars When Strategy Comes into Play	0
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods	0
Book Review: Mathematical Pictures at a Data Science Exhibition	0
Book Review: Statistical Foundations of Actuarial Learning and Its Applications	0
Book Review: Discrete Variational Problems with Interfaces	0
Multiobjective Optimization Using the R2 Utility	0
Research Spotlights	0
NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators	0
A Gentle Introduction to Interpolation on the Grassmann Manifold	0
Tauberian Identities and Suspended Falls: A Wile E. Coyote Time Lag in the Fall of Stretched Elastic Bodies	0
Survey and Review	0
The Gross–Pitaevskii Equation and Eigenvector Nonlinearities: Numerical Methods and Algorithms	0
Book Review: Control in Finite and Infinite Dimension	0
Featured Review: Introduction to Probability and Its Applications	0
A Nonlocal-to-Local Approach to Aggregation-Diffusion Equations	0
Cardinality Minimization, Constraints, and Regularization: A Survey	0