SIAM Review

Papers
(The median citation count of SIAM Review is 0. 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 2021-04-01 to 2025-04-01.)
ArticleCitations
Book Reviews226
A Mathematical Model for the Origin of Name Brands and Generics120
Book Review: Essential Statistics for Data Science: A Concise Crash Course39
Book Review: Elegant Simulations. From Simple Oscillators to Many-Body Systems32
Graph Neural Networks and Applied Linear Algebra30
Love--Lieb Integral Equations: Applications, Theory, Approximations, and Computations28
Education26
Book Reviews23
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites22
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance21
Lifting for Simplicity: Concise Descriptions of Convex Sets18
SIGEST14
Chaos Game Representation14
Newton's Method in Mixed Precision14
Dimensionality Reduction via Dynamical Systems: The Case of t-SNE11
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach11
Hypergraph Cuts with General Splitting Functions11
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists11
Research Spotlights10
Research Spotlights9
Book Reviews9
Book Reviews9
SIGEST8
Education8
Book Reviews8
A Benchmark for the Bayesian Inversion of Coefficients in Partial Differential Equations8
When Randomness Helps in Undersampling7
The Reflection Method for the Numerical Solution of Linear Systems7
Are Adaptive Galerkin Schemes Dissipative?7
Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors5
Compartment Models with Memory4
Research Spotlights4
Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants4
Survey and Review4
Research Spotlights4
Operator Learning Using Random Features: A Tool for Scientific Computing3
Neighborhood Watch in Mechanics: Nonlocal Models and Convolution3
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach3
Incorporating Computational Challenges into a Multidisciplinary Course on Stochastic Processes3
Education2
Bayesian Inverse Problems Are Usually Well-Posed2
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances2
NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators2
Exactness of Quadrature Formulas2
Education2
Cardinality Minimization, Constraints, and Regularization: A Survey2
Variance and Covariance of Distributions on Graphs2
Survey and Review1
Survey and Review1
Education1
SIGEST1
Improbability of Collisions of Point-Vortices in Bounded Planar Domains1
SIGEST1
SIGEST1
Education1
The Poincaré Metric and the Bergman Theory1
Book Reviews1
Computed Origami Tomography0
Featured Review: Numerical Integration of Differential Equations0
Survey and Review0
Book Review: Probability Adventures0
Survey and Review0
Book Review: Numerical Methods in Physics with Python. Second Edition0
Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output0
Research Spotlights0
The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread0
Education0
Neural ODE Control for Classification, Approximation, and Transport0
Risk-Adaptive Approaches to Stochastic Optimization: A Survey0
SIGEST0
Book Reviews0
SIGEST0
Book Reviews0
Generating Resonant and Repeated Root Solutions to Ordinary Differential Equations Using Perturbation Methods0
Research Spotlights0
Modern Koopman Theory for Dynamical Systems0
Survey and Review0
A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau0
Research Spotlights0
SIGEST0
SIGEST0
Some Comments on Preconditioning for Normal Equations and Least Squares0
Education0
LU and CR Elimination0
Nesterov's Method for Convex Optimization0
A Bridge between Invariant Theory and Maximum Likelihood Estimation0
Developing Workforce with Mathematical Modeling Skills0
SIGEST0
Flow and Elastic Networks on the ????-Torus: Geometry, Analysis, and Computation0
Erratum: On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics0
Research Spotlights0
The Network HHD: Quantifying Cyclic Competition in Trait-Performance Models of Tournaments0
Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems0
Survey and Review0
Research Spotlights0
High-Dimensional Gaussian Sampling: A Review and a Unifying Approach Based on a Stochastic Proximal Point Algorithm0
Bilinear Optimal Control of an Advection-Reaction-Diffusion System0
Survey and Review0
Limits of Learning Dynamical Systems0
A Comprehensive Proof of Bertrand's Theorem0
Hawkes Processes Modeling, Inference, and Control: An Overview0
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems0
Book Review: Mathematical Pictures at a Data Science Exhibition0
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods0
SIGEST0
A New Version of the Adaptive Fast Gauss Transform for Discrete and Continuous Sources0
Book Reviews0
Research Spotlights0
Getting the Lay of the Land in Discrete Space: A Survey of Metric Dimension and Its Applications0
Survey and Review0
What Are Higher-Order Networks?0
Survey and Review0
Education0
Survey and Review0
Education0
Book Reviews0
Education0
A Generalized Dual Transform: Linear Algebra and Geometry of (Pseudo)Inverting a Matrix0
Analyzing Pattern Formation in the Gray--Scott Model: An XPPAUT Tutorial0
Survey and Review0
A Simple Formula for the Generalized Spectrum of Second Order Self-Adjoint Differential Operators0
Research Spotlights0
Bump Attractors and Waves in Networks of Leaky Integrate-and-Fire Neurons0
On and Beyond Total Variation Regularization in Imaging: The Role of Space Variance0
Minimizing the Repayment Cost of Federal Student Loans0
Piecewise Smooth Models of Pumping a Child's Swing0
Sigmoid Functions, Multiscale Resolution of Singularities, and $hp$-Mesh Refinement0
Feynman's Inverse Problem0
Learning Dynamical Systems with Side Information0
Randomized Reference Models for Temporal Networks0
Coupling Techniques for Nonlinear Ensemble Filtering0
Does the Helmholtz Boundary Element Method Suffer from the Pollution Effect?0
SIGEST0
SIGEST0
Research Spotlights0
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review0
Education0
Education0
Sparse Approximations with Interior Point Methods0
Surprises in a Classic Boundary-Layer Problem0
The One-Dimensional Version of Peixoto's Structural Stability Theorem: A Calculus-Based Proof0
Finite Element Methods Respecting the Discrete Maximum Principle for Convection-Diffusion Equations0
Hysteresis and Stability0
Resonantly Forced ODEs and Repeated Roots0
Geometric Quasilinearization Framework for Analysis and Design of Bound-Preserving Schemes0
Hamiltonicity of Cubic Planar Graphs with Bounded Face Sizes0
Combinatorial and Hodge Laplacians: Similarities and Differences0
Research Spotlights0
Survey and Review0
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion0
Book Reviews0
An Introductory Review on A Posteriori Error Estimation in Finite Element Computations0
Oscillatory Networks: Insights from Piecewise-Linear Modeling0
Sandpiles and Dunes: Mathematical Models for Granular Matter0
Dynamics of Signaling Games0
Book Reviews0
How Exponentially Ill-Conditioned Are Contiguous Submatrices of the Fourier Matrix?0
Book Reviews0
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