SIAM Review

Papers
(The TQCC of SIAM Review is 3. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
DeepXDE: A Deep Learning Library for Solving Differential Equations679
The Why, How, and When of Representations for Complex Systems115
Modern Koopman Theory for Dynamical Systems114
Maximum Bound Principles for a Class of Semilinear Parabolic Equations and Exponential Time-Differencing Schemes105
Understanding Graph Embedding Methods and Their Applications64
Stochastic Control Liaisons: Richard Sinkhorn Meets Gaspard Monge on a Schrödinger Bridge38
What Are Higher-Order Networks?33
Vandermonde with Arnoldi20
Computing Spectral Measures of Self-Adjoint Operators20
Industry-Relevant Implicit Large-Eddy Simulation of a High-Performance Road Car via Spectral/hp Element Methods19
Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations16
Persistent Homology of Geospatial Data: A Case Study with Voting16
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists16
Improving the Accuracy of the Trapezoidal Rule13
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review13
Exactness of Quadrature Formulas13
Coupling Techniques for Nonlinear Ensemble Filtering13
Scalable Load Balancing in Networked Systems: A Survey of Recent Advances13
Randomized Reference Models for Temporal Networks11
A Strong Law of Large Numbers for Scrambled Net Integration11
Computation and Applications of Mathieu Functions: A Historical Perspective10
Sparse Approximations with Interior Point Methods9
Supraconservative Finite-Volume Methods for the Euler Equations of Subsonic Compressible Flow9
Hypergraph Cuts with General Splitting Functions9
Bilinear Optimal Control of an Advection-Reaction-Diffusion System7
What Tropical Geometry Tells Us about the Complexity of Linear Programming7
A General Framework for Fractional Order Compartment Models6
The Dynamics of Bilateral Olfactory Search and Navigation6
Flow and Elastic Networks on the ?-Torus: Geometry, Analysis, and Computation5
Newton's Method in Mixed Precision5
High-Dimensional Gaussian Sampling: A Review and a Unifying Approach Based on a Stochastic Proximal Point Algorithm5
Optimization of the Mean First Passage Time in Near-Disk and Elliptical Domains in 2-D with Small Absorbing Traps5
Neural ODE Control for Classification, Approximation, and Transport5
Variance and Covariance of Distributions on Graphs5
Fluid-Structure Interaction for the Classroom: Interpolation, Hearts, and Swimming!4
Does the Helmholtz Boundary Element Method Suffer from the Pollution Effect?4
Geometric Quasilinearization Framework for Analysis and Design of Bound-Preserving Schemes4
Learning Dynamical Systems with Side Information4
LU and CR Elimination3
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach3
A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau3
From Circuit Complexity to Faster All-Pairs Shortest Paths3
When Randomness Helps in Undersampling3
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