SIAM Journal on Scientific Computing

Papers
(The median citation count of SIAM Journal on Scientific Computing is 1. 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
FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica76
Fast Expansion into Harmonics on the Disk: A Steerable Basis with Fast Radial Convolutions69
On a Dynamic Variant of the Iteratively Regularized Gauss–Newton Method with Sequential Data51
Numerical Solution of a Matrix Integral Equation Arising in Markov-Modulated Lévy Processes37
A Fast Petrov--Galerkin Spectral Method for the Multidimensional Boltzmann Equation Using Mapped Chebyshev Functions31
An Efficient Multiscale Preconditioner for Large-Scale Highly Heterogeneous Flow29
Krylov Subspace Residual and Restarting for Certain Second Order Differential Equations28
A Numerical Method for the Stability Analysis of Linear Age-Structured Models with Nonlocal Diffusion25
A Robust Two-Level Overlapping Preconditioner for Darcy Flow in High-Contrast Media22
Reflectionless Discrete Perfectly Matched Layers for Higher-Order Finite Difference Schemes21
Stencil Composition for Finite Difference Approximations of Partial Differential Equations20
Anti-Gauss Cubature Rules with Applications to Fredholm Integral Equations on the Square18
Solving High-Dimensional Kolmogorov Backward Equations with Functional Hierarchical Tensor Operators17
A Domain Decomposition Solver for Large Scale Time-Harmonic Flow Acoustics Problems16
A Performance Portable, Fully Implicit Landau Collision Operator with Batched Linear Solvers16
Multilevel Spectral Domain Decomposition16
Efficient Upwind Finite-Difference Schemes for Wave Equations on Overset Grids15
Partitioning and Reordering for Spike-Based Distributed-Memory Parallel Gauss--Seidel15
A Framework for Error-Bounded Approximate Computing, with an Application to Dot Products14
A Directional Equispaced Interpolation-Based Fast Multipole Method for Oscillatory Kernels14
High-Order Mass- and Energy-Conserving Methods for the Nonlinear Schrödinger Equation14
A MultiHarmonic Finite Element Method for Scattering Problems with Small-Amplitude Boundary Deformations14
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions14
A Grid-Overlay Finite Difference Method for the Fractional Laplacian on Arbitrary Bounded Domains14
Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization13
Stable Rank-Adaptive Dynamically Orthogonal Runge–Kutta Schemes13
Additive Schwarz Methods for Semilinear Elliptic Problems with Convex Energy Functionals: Convergence Rate Independent of Nonlinearity13
Code Generation and Performance Engineering for Matrix-Free Finite Element Methods on Hybrid Tetrahedral Grids13
Observability and Effective Region of Partial Differential Equations with Application to Data Assimilation13
Hermitian Preconditioning for a Class of Non-Hermitian Linear Systems12
Adaptive Space-Time Domain Decomposition for Multiphase Flow in Porous Media with Bound Constraints12
Multigrid Solvers for the de Rham Complex with Optimal Complexity in Polynomial Degree12
A Riemannian Dimension-Reduced Second-Order Method with Application in Sensor Network Localization12
An Adaptive Covariance Parameterization Technique for the Ensemble Gaussian Mixture Filter12
Multivariate Hermite Interpolation on Riemannian Manifolds11
Hybrid Projection Methods for Solution Decomposition in Large-Scale Bayesian Inverse Problems11
Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-informed Deep Generative Models11
Adaptivity in Local Kernel Based Methods for Approximating the Action of Linear Operators11
Black Box Approximation in the Tensor Train Format Initialized by ANOVA Decomposition11
An Asymptotically Compatible Coupling Formulation for Nonlocal Interface Problems with Jumps11
\(\boldsymbol{\mathcal{L}_2}\)-Optimal Reduced-Order Modeling Using Parameter-Separable Forms10
A Two-Dimensional Stabilized Discontinuous Galerkin Method on Curvilinear Embedded Boundary Grids10
A Global Optimization Approach for Multimarginal Optimal Transport Problems with Coulomb Cost10
Numerical Solver for the Boltzmann Equation with Self-Adaptive Collision Operators10
Interpolating Parametrized Quantum Circuits Using Blackbox Queries10
Physics-Informed Neural Networks for Solving Dynamic Two-Phase Interface Problems10
Polynomial Chaos Expansions for Stiff Random ODEs10
Bounds on Nonlinear Errors for Variance Computation with Stochastic Rounding10
Iterative Methods of Linearized Moment Equations for Rarefied Gases9
Multigrid Reduction in Time for Chaotic Dynamical Systems9
An Energy Stable $C^0$ Finite Element Scheme for A Phase-Field Model of Vesicle Motion and Deformation9
Robust Multigrid Techniques for Augmented Lagrangian Preconditioning of Incompressible Stokes Equations with Extreme Viscosity Variations9
Learning Robust Marking Policies for Adaptive Mesh Refinement9
Parameter-Robust Preconditioning for Oseen Iteration Applied to Stationary and Instationary Navier--Stokes Control9
A First-Order Reduced Model for a Highly Oscillating Differential Equation with Application in Penning Traps9
Special Section: 2023 Copper Mountain Conference9
Doubly Monotonic Constraint on Interpolators: Bridging Second-Order to Singularity Preservation to Cancel “Numerical Wetting” in Transport Schemes9
On the Convergence of Monolithic Multigrid for Implicit Runge–Kutta Time Stepping of Finite Element Problems9
A Spectrally Accurate Numerical Method for Computing the Bogoliubov--de Gennes Excitations of Dipolar Bose--Einstein Condensates8
Geometrically Higher Order Unfitted Space-Time Methods for PDEs on Moving Domains8
Finite Element Discretization Methods for Velocity-Pressure and Stream Function Formulations of Surface Stokes Equations8
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators8
MG-FIM: A Multi-GPU Fast Iterative Method Using Adaptive Domain Decomposition8
A Scalable Deep Learning Approach for Solving High-Dimensional Dynamic Optimal Transport8
A Bound-Preserving and Positivity-Preserving Path-Conservative Discontinuous Galerkin Method for Solving Five-Equation Model of Compressible Two-Medium Flows8
A Posteriori Estimator for the Adaptive Solution of a Quasi-Static Fracture Phase-Field Model with Irreversibility Constraints8
Riemannian Natural Gradient Methods8
Streaming Compression of Scientific Data via Weak-SINDy7
Improving Efficiency of Parallel Across the Method Spectral Deferred Corrections7
Robust Monolithic Solvers for the Stokes--Darcy Problem with the Darcy Equation in Primal Form7
Vectorization of a Thread-Parallel Jacobi Singular Value Decomposition Method7
Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion7
A Characteristic-Spectral-Mixed Scheme for Six-Dimensional Wigner–Coulomb Dynamics7
Optimizing Oblique Projections for Nonlinear Systems using Trajectories7
Parallel-in-time preconditioner for the Sinc-Nyström systems7
Reformulated Weak Formulation and Efficient Fully Discrete Finite Element Method for a Two-Phase Ferrohydrodynamics Shliomis Model7
Shape Optimization of Peristaltic Pumps Transporting Rigid Particles in Stokes Flow7
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical Systems7
Optimization of Hopf Bifurcation Points7
Well-Balanced and Positivity-Preserving Surface Reconstruction Schemes Solving Ripa Systems With Nonflat Bottom Topography7
A Novel Density Based Approach for Topology Optimization of Stokes Flow7
A Massively Parallel Eulerian-Lagrangian Method for Advection-Dominated Transport in Viscous Fluids7
Linear-Complexity Black-Box Randomized Compression of Rank-Structured Matrices6
Efficient Model Predictive Control for Parabolic PDEs with Goal Oriented Error Estimation6
Multivariate Rational Approximation of Functions with Curves of Singularities6
Energy Stable and Conservative Dynamical Low-Rank Approximation for the Su–Olson Problem6
Practical Error Bounds for Properties in Plane-Wave Electronic Structure Calculations6
Data-Driven Balancing of Linear Dynamical Systems6
Convergence of a Robust Deep FBSDE Method for Stochastic Control6
A Semi-Implicit Fully Exactly Well-Balanced Relaxation Scheme for the Shallow Water System6
Efficient Tensor-Product Spectral-Element Operators with the Summation-by-Parts Property on Curved Triangles and Tetrahedra6
Building Hierarchies of Semiclassical Jacobi Polynomials for Spectral Methods in Annuli6
Numerical Solution of an Identification Problem in Electromyography6
A Very Easy High-Order Well-Balanced Reconstruction for Hyperbolic Systems with Source Terms6
MGIC: Multigrid-in-Channels Neural Network Architectures6
Inversion of Eddy-Current Signals Using a Level-Set Method and Block Krylov Solvers6
The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach6
Globally Convergent Multilevel Training of Deep Residual Networks6
A New Approach for Designing Well-Balanced Schemes for the Shallow Water Equations: A Combination of Conservative and Primitive Formulations6
Stochastic Parareal: An Application of Probabilistic Methods to Time-Parallelization6
Graph Neural Reaction Diffusion Models6
Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems6
A New ParaDiag Time-Parallel Time Integration Method6
An Efficient and Robust Scalar Auxialiary Variable Based Algorithm for Discrete Gradient Systems Arising from Optimizations6
Bayesian Parameter Identification in Impedance Boundary Conditions for Helmholtz Problems6
Leveraging Multitime Hamilton–Jacobi PDEs for Certain Scientific Machine Learning Problems6
Iterated Gauss–Seidel GMRES6
Physics-Aware Deep Learning Framework for the Limited Aperture Inverse Obstacle Scattering Problem6
A BDF-Spectral Method for a Class of Nonlocal Partial Differential Equations with Long Time Delay6
Convolution Quadratures Based on Block Generalized Adams Methods6
Failure-Informed Adaptive Sampling for PINNs5
Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities5
Scalable Local Timestepping on Octree Grids5
A Fast Method for Evaluating Volume Potentials in the Galerkin Boundary Element Method5
Asymptotic Preserving and Uniformly Unconditionally Stable Finite Difference Schemes for Kinetic Transport Equations5
Evaluation of Inner Products of Implicitly Defined Finite Element Functions on Multiply Connected Planar Mesh Cells5
Active Flux Methods for Hyperbolic Conservation Laws—Flux Vector Splitting and Bound-Preservation5
A Meshless Solver for Blood Flow Simulations in Elastic Vessels Using a Physics-Informed Neural Network5
Graph Refinement via Simultaneously Low-Rank and Sparse Approximation5
Special Section: 2021 Copper Mountain Conference5
Grouped Transformations and Regularization in High-Dimensional Explainable ANOVA Approximation5
Data-Driven Tensor Train Gradient Cross Approximation for Hamilton–Jacobi–Bellman Equations5
Parallel Algorithms for Tensor Train Arithmetic5
Conditional A Posteriori Error Bounds for High Order Discontinuous Galerkin Time Stepping Approximations of Semilinear Heat Models with Blow-up5
Numerical Surgery for Mean Curvature Flow of Surfaces5
Arbitrarily High-Order Conservative Schemes for the Generalized Korteweg--de Vries Equation5
New Optimized Robin--Robin Domain Decomposition Methods using Krylov Solvers for the Stokes--Darcy System5
A Bayesian Approach to Modeling Biological Pattern Formation with Limited Data5
Numerical Reparametrization of Periodic Planar Curves Via Curvature Interpolation5
A Matrix-Free ILU Realization Based on Surrogates5
Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions5
Computing \(\boldsymbol{H}^{\boldsymbol{2}}\)-Conforming Finite Element Approximations Without Having to Implement \(\boldsymbol{C}^{\boldsymbol{1}}\)-Elements5
Proper Orthogonal Decomposition--Lattice Boltzmann Method: Simulating the Air Pollutant Problem in Street Canyon Areas5
Localized Model Reduction for Nonlinear Elliptic Partial Differential Equations: Localized Training, Partition of Unity, and Adaptive Enrichment5
slimTrain---A Stochastic Approximation Method for Training Separable Deep Neural Networks5
Invariant Domain-Preserving Approximations for the Euler Equations with Tabulated Equation of State5
A Posteriori Local Subcell Correction of High-Order Discontinuous Galerkin Scheme for Conservation Laws on Two-Dimensional Unstructured Grids5
A Narrow Band Finite Element Method for the Level Set Equation5
Conditional Monte Carlo for Reaction Networks5
Parallel Element-Based Algebraic Multigrid for \(\boldsymbol{H}\) (curl) and \(\boldsymbol{H}\) (div) Problems Using the ParELAG Library5
On the Recursive Structure of Multigrid Cycles5
A Scalable Algorithm for Shape Optimization with Geometric Constraints in Banach Spaces5
Filtering for Anderson Acceleration4
Generalizing Lloyd’s Algorithm for Graph Clustering4
Selecting Regularization Parameters for Nuclear Norm--Type Minimization Problems4
Energy-Preserving Continuous-Stage Exponential Runge--Kutta Integrators for Efficiently Solving Hamiltonian Systems4
Numerical Solutions of Quasilinear Parabolic Problems by a Continuous Space-Time Finite Element Scheme4
A Multilevel Method for Many-Electron Schrödinger Equations Based on the Atomic Cluster Expansion4
Structure-Preserving Neural Networks in Data-Driven Rheological Models4
Structured Optimization-Based Model Order Reduction for Parametric Systems4
Boundary Element Methods for Helmholtz Problems With Weakly Imposed Boundary Conditions4
A Well-Conditioned Weak Coupling of Boundary Element and High-Order Finite Element Methods for Time-Harmonic Electromagnetic Scattering by Inhomogeneous Objects4
Integrated Nested Laplace Approximations for Large-Scale Spatiotemporal Bayesian Modeling4
Differential Equation Based Path Integral for Open Quantum Systems4
Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation Using Compact Implicit Layers4
Efficient GMRES+AMG on GPUs: Composite Smoothers And Mixed \(\boldsymbol{V}\)-Cycles4
An Incremental Tensor Train Decomposition Algorithm4
Space-Time Reduced Basis Methods for Parametrized Unsteady Stokes Equations4
Randomized Algorithms for Rounding in the Tensor-Train Format4
Almost Complete Analytical Integration in Galerkin Boundary Element Methods4
Fully Adaptive Structure-Preserving Hyper-reduction of Parametric Hamiltonian Systems4
Textbook Efficiency: Massively Parallel Matrix-Free Multigrid for the Stokes System4
Newton--Noda Iteration for Computing the Ground States of Nonlinear Schrödinger Equations4
Energetic Variational Neural Network Discretizations of Gradient Flows4
Finite Element Approximation for the Delayed Generalized Burgers–Huxley Equation with Weakly Singular Kernel: Part II Nonconforming and DG Approximation4
Low-Order Preconditioning for the High-Order Finite Element de Rham Complex4
Enhanced MultiResolution Analysis for MultiDimensional Data Utilizing Line Filtering Techniques4
Optimal Experimental Design for Inverse Problems in the Presence of Observation Correlations4
Automatic Differentiation for Riemannian Optimization on Low-Rank Matrix and Tensor-Train Manifolds4
A Quadrature Scheme for Steady-State Diffusion Equations Involving Fractional Power of Regularly Accretive Operator4
A Simulation Method for the Wetting Dynamics of Liquid Droplets on Deformable Membranes4
Hybridized Discontinuous Galerkin/Hybrid Mixed Methods for a Multiple Network Poroelasticity Model with Application in Biomechanics4
Local Fourier Analysis of p-Multigrid for High-Order Finite Element Operators4
Parallel Randomized Tucker Decomposition Algorithms4
Enabling Hyper-Differential Sensitivity Analysis for Ill-Posed Inverse Problems4
EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms4
A Robust Algebraic Domain Decomposition Preconditioner for Sparse Normal Equations4
Two-Phase Segmentation for Intensity Inhomogeneous Images by the Allen--Cahn Local Binary Fitting Model4
The Sparse-Grid-Based Adaptive Spectral Koopman Method4
Performance of the Low-Rank TT-SVD for Large Dense Tensors on Modern MultiCore CPUs4
A Highly Accurate Perfectly-Matched-Layer Boundary Integral Equation Solver for Acoustic Layered-Medium Problems4
Accelerating Exponential Integrators to Efficiently Solve Semilinear Advection-Diffusion-Reaction Equations4
A New Stopping Criterion for Krylov Solvers Applied in Interior Point Methods4
An Efficient MultiModes Monte Carlo Homogenization Method for Random Materials4
Simultaneous Computational and Data Load Balancing in Distributed-Memory Setting4
Scalable Multiphysics Block Preconditioning for Low Mach Number Compressible Resistive MHD with Application to Magnetic Confinement Fusion4
Approximate Newton Policy Gradient Algorithms4
Accelerated Simulation of Boltzmann-BGK Equations near the Diffusive Limit with Asymptotic-Preserving Multilevel Monte Carlo4
Asymptotically Constant-Free and Polynomial-Degree-Robust a Posteriori Estimates for Space Discretizations of the Wave Equation4
Point Spread Function Approximation of High-Rank Hessians with Locally Supported Nonnegative Integral Kernels4
Making the Nyström Method Highly Accurate for Low-Rank Approximations3
Finite Time Horizon Mixed Control of Vibrational Systems3
Backward Diffusion-Wave Problem: Stability, Regularization, and Approximation3
A Reduced Conjugate Gradient Basis Method for Fractional Diffusion3
Wave Scattering in Layered Orthotropic Media I: A Stable PML and a High-Accuracy Boundary Integral Equation Method3
Piecewise-Global Nonlinear Model Order Reduction for PDE-Constrained Optimization in High-Dimensional Parameter Spaces3
Robust Virtual Element Methods for Coupled Stress-Assisted Diffusion Problems3
Asynchronous Multiplicative Coarse-Space Correction3
Study of a New Low-Oscillating Second-Order All-Mach Number IMEX Finite Volume Scheme for the Full Euler Equations3
The Local Subtraction Approach for EEG and MEG Forward Modeling3
A Relaxed Vector Auxiliary Variable Algorithm for Unconstrained Optimization Problems3
Stable Backward Differentiation Formula Time Discretization of BGN-Based Parametric Finite Element Methods for Geometric Flows3
Adaptive Resolution of Fine Scales in Modes of Microstructured Optical Fibers3
Convergence Analysis of BDDC Preconditioners for Composite DG Discretizations of the Cardiac Cell-By-Cell Model3
A Domain Decomposition–Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems3
Conservative and Accurate Solution Transfer Between High-Order and Low-Order Refined Finite Element Spaces3
Alternating Linear Scheme in a Bayesian Framework for Low-Rank Tensor Approximation3
A Matrix-Free Exact Newton Method3
Preconditioning for a Pressure-Robust HDG Discretization of the Stokes Equations3
Linearly Implicit Invariant-Preserving Decoupled Difference Scheme For The Rotation-Two-Component Camassa--Holm System3
Stage-Parallel Fully Implicit Runge–Kutta Implementations with Optimal Multilevel Preconditioners at the Scaling Limit3
Higher Order Extended Dynamic Mode Decomposition Based on the Structured Total Least Squares3
Mass-, Energy-, and Momentum-Preserving Spectral Scheme for Klein-Gordon-Schrödinger System on Infinite Domains3
A Continuation Multiple Shooting Method for Wasserstein Geodesic Equation3
Optimized Schwarz Waveform Relaxation Methods for the Telegrapher Equation3
Super-Localized Orthogonal Decomposition for High-Frequency Helmholtz Problems3
Numerical Study of Transient Wigner–Poisson Model for RTDs: Numerical Method and Its Applications3
A Hierarchical Preconditioner for Wave Problems in Quasilinear Complexity3
A Fast Front-Tracking Approach and Its Analysis for a Temporal Multiscale Flow Problem with a Fractional Order Boundary Growth3
Adaptive Finite Element Approximations of the First Eigenpair Associated with \({p}\)-Laplacian3
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?3
Geometric Integration of ODEs Using Multiple Quadratic Auxiliary Variables3
Exact Simulation of the Multifactor Ornstein–Uhlenbeck Driven Stochastic Volatility Model3
Computing Solution Space Properties of Combinatorial Optimization Problems Via Generic Tensor Networks3
Shape Optimization of the Stokes Eigenvalue Problem3
Explicit Stabilized Multirate Method for Stiff Stochastic Differential Equations3
Data-Driven Construction of Hierarchical Matrices With Nested Bases3
A Micro-Macro Markov Chain Monte Carlo Method for Molecular Dynamics using Reaction Coordinate Proposals3
Optimized Schwarz Methods for the Cahn–Hilliard Equation3
Overlapping Domain Decomposition Preconditioner for Integral Equations3
A Globally Convergent Numerical Method for a 3D Coefficient Inverse Problem for a Wave-Like Equation3
The Runge–Kutta Discontinuous Galerkin Method with Compact Stencils for Hyperbolic Conservation Laws3
High Order Semi-implicit WENO Schemes for All-Mach Full Euler System of Gas Dynamics3
A Shape Newton Scheme for Deforming Shells with Application to Capillary Bridges3
A One-Dimensional Coarse Preconditioner for Three-Dimensional Unsteady Incompressible Navier–Stokes Flows in Patient-Specific Arteries3
Hamiltonian-Preserving Discontinuous Galerkin Methods for the Liouville Equation With Discontinuous Potential3
Multiscale Method and Convergence Analysis for Coupled Nonlinear Thermomechanical Problems in Heterogeneous Shells3
An Implementation of Tensor Product Patch Smoothers on GPUs3
A Robust Solver for \({H}\)\((\textrm {curl})\) Convection-Diffusion and Its Local Fourier Analysis3
Fast Machine-Precision Spectral Likelihoods for Stationary Time Series3
Rounding Error Using Low Precision Approximate Random Variables3
Stability Theory of TASE–Runge–Kutta Methods with Inexact Jacobian3
The Numerical Flow Iteration for the Vlasov–Poisson Equation3
Adaptive Precision Sparse Matrix–Vector Product and Its Application to Krylov Solvers3
Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization3
Dynamically Orthogonal Runge–Kutta Schemes with Perturbative Retractions for the Dynamical Low-Rank Approximation3
A Fast Iterative PDE-Based Algorithm for Feedback Controls of Nonsmooth Mean-Field Control Problems2
Space-Time Block Preconditioning for Incompressible Flow2
Multilevel Parareal Algorithm with Averaging for Oscillatory Problems2
Solving Graph Laplacians via Multilevel Sparsifiers2
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