A Lightweight Java Taskspaces Framework for Scientific Computing on Computational Grids. - Hans De Sterck; Rob S. Markel; Thomas Pohl; Ulrich Rüde (SAC, 2003)

Least-Squares Finite Element Methods and Algebraic Multigrid Solvers for Linear Hyperbolic PDEs. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Luke N. Olson (SIAM J. Sci. Comput., 2004)

A Lightweight, Scalable Grid Computing Framework for Parallel Bioinformatics Applications. - Hans De Sterck; Rob S. Markel; Rob Knight 001 (HPCS, 2005)

Numerical Conservation Properties of H(div)-Conforming Least-Squares Finite Element Methods for the Burgers Equation. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Luke N. Olson (SIAM J. Sci. Comput., 2005)

Reducing Complexity in Parallel Algebraic Multigrid Preconditioners. - Hans De Sterck; Ulrike Meier Yang; Jeffrey J. Heys (SIAM J. Matrix Anal. Appl., 2006)

Database-Driven Grid Computing and Distributed Web Applications: A Comparison. - Hans De Sterck; Aleks Papo; Chen Zhang 010; Micah Hamady; Rob Knight 001 (Grid Computing for Bioinformatics and Computational Biology, 2007)

Database-Driven Grid Computing with GridBASE. - Hans De Sterck; Chen Zhang 010; Aleks Papo (AINA Workshops (1), 2007)

Critical Point Analysis of Transonic Flow Profiles with Heat Conduction. - Hans De Sterck (SIAM J. Appl. Dyn. Syst., 2007)

Distance-two interpolation for parallel algebraic multigrid. - Hans De Sterck; Robert D. Falgout; Joshua Nolting; Ulrike Meier Yang (Numer. Linear Algebra Appl., 2008)

Efficiency-based h- and hp-refinement strategies for finite element methods. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Joshua Nolting; John W. Ruge; Lei Tang (Numer. Linear Algebra Appl., 2008)

Multilevel Adaptive Aggregation for Markov Chains, with Application to Web Ranking. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Quoc Nguyen; John W. Ruge (SIAM J. Sci. Comput., 2008)

CloudWF: A Computational Workflow System for Clouds Based on Hadoop. - Chen Zhang 010; Hans De Sterck (CloudCom, 2009)

Hybrid MPI-Cell Parallelism for Hyperbolic PDE Simulation on a Cell Processor Cluster. - Scott Rostrup; Hans De Sterck (HPCS, 2009)

Case Study of Scientific Data Processing on a Cloud Using Hadoop. - Chen Zhang 010; Hans De Sterck; Ashraf Aboulnaga; Haig Djambazian; Robert Sladek (HPCS, 2009)

CloudBATCH: A Batch Job Queuing System on Clouds with Hadoop and HBase. - Chen Zhang 010; Hans De Sterck (CloudCom, 2010)

Supporting multi-row distributed transactions with global snapshot isolation using bare-bones HBase. - Chen Zhang 010; Hans De Sterck (GRID, 2010)

Parallel hyperbolic PDE simulation on clusters: Cell versus GPU. - Scott Rostrup; Hans De Sterck (Comput. Phys. Commun., 2010)

Multilevel Space-Time Aggregation for Bright Field Cell Microscopy Segmentation and Tracking. - Tiffany Inglis; Hans De Sterck; Geoffrey Sanders; Haig Djambazian; Robert Sladek; Saravanan Sundararajan; Thomas J. Hudson (Int. J. Biomed. Imaging, 2010)

Smoothed Aggregation Multigrid for Markov Chains. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Killian Miller; J. Pearson; John W. Ruge; Geoffrey Sanders (SIAM J. Sci. Comput., 2010)

Algebraic Multigrid for Markov Chains. - Hans De Sterck; Thomas A. Manteuffel; Stephen F. McCormick; Killian Miller; John W. Ruge; Geoffrey Sanders (SIAM J. Sci. Comput., 2010)

Recursively Accelerated Multilevel Aggregation for Markov Chains. - Hans De Sterck; Killian Miller; Geoffrey Sanders; Manda Winlaw (SIAM J. Sci. Comput., 2010)

Top-level acceleration of adaptive algebraic multilevel methods for steady-state solution to Markov chains. - Hans De Sterck; Killian Miller; Thomas A. Manteuffel; Geoffrey Sanders (Adv. Comput. Math., 2011)

Multilevel Aggregation Methods for Small-World Graphs with Application to Random-Walk Ranking. - Hans De Sterck; Van Emden Henson; Geoffrey Sanders (Comput. Informatics, 2011)

Iterant recombination with one-norm minimization for multilevel Markov chain algorithms via the ellipsoid method. - Hans De Sterck; Killian Miller; Geoffrey Sanders (Comput. Vis. Sci., 2011)

Augmented high order finite volume element method for elliptic PDEs in non-smooth domains: Convergence study. - Yasunori Aoki; Hans De Sterck (J. Comput. Appl. Math., 2011)

Fast multilevel methods for Markov chains. - Hans De Sterck; Killian Miller; Eran Treister; Irad Yavneh (Numer. Linear Algebra Appl., 2011)

HBaseSI: Multi-row Distributed Transactions with Global Strong Snapshot Isolation on Clouds. - Chen Zhang 010; Hans De Sterck (Scalable Comput. Pract. Exp., 2011)

A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition. - Hans De Sterck (SIAM J. Sci. Comput., 2012)

A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs. - Hans De Sterck (SIAM J. Sci. Comput., 2012)

Multi-dimensional finite-volume scheme for hyperbolic conservation laws on three-dimensional solution-adaptive cubed-sphere grids. - Lucian Ivan; Hans De Sterck; Scott A. Northrup; Clinton P. T. Groth (J. Comput. Phys., 2013)

High-order central ENO finite-volume scheme for ideal MHD. - Andree Susanto; Lucian Ivan; Hans De Sterck; Clinton P. T. Groth (J. Comput. Phys., 2013)

Steepest descent preconditioning for nonlinear GMRES optimization. - Hans De Sterck (Numer. Linear Algebra Appl., 2013)

An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition. - Hans De Sterck; Killian Miller (SIAM J. Sci. Comput., 2013)

The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking. - John C. Lang; Daniel M. Abrams; Hans De Sterck (CoRR, 2014)

A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation. - Hans De Sterck; Manda Winlaw (CoRR, 2014)

The Arab Spring: A simple compartmental model for the dynamics of a revolution. - John C. Lang; Hans De Sterck (Math. Soc. Sci., 2014)

Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics. - Yasunori Aoki; Ken Hayami; Hans De Sterck; Akihiko Konagaya (SIAM J. Sci. Comput., 2014)

Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. - Manda Winlaw; Michael B. Hynes; Anthony L. Caterini; Hans De Sterck (ICPADS, 2015)

A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark. - Michael B. Hynes; Hans De Sterck (CoRR, 2015)

High-order central ENO finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids. - Lucian Ivan; Hans De Sterck; Andree Susanto; Clinton P. T. Groth (J. Comput. Phys., 2015)

A nonlinearly preconditioned conjugate gradient algorithm for rank-R canonical tensor approximation. - Hans De Sterck; Manda Winlaw (Numer. Linear Algebra Appl., 2015)

A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark. - Michael B. Hynes; Hans De Sterck (SDM, 2016)

A hierarchy of linear threshold models for the spread of political revolutions on social networks. - John C. Lang; Hans De Sterck (J. Complex Networks, 2016)

GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach. - Shawn Brunsting; Hans De Sterck; Remco Dolman; Teun van Sprundel (CoRR, 2016)

The Statistical Mechanics of Human Weight Change. - John C. Lang; Hans De Sterck; Daniel M. Abrams (CoRR, 2016)

Research and Education in Computational Science and Engineering. - Ulrich Rüde; Karen Willcox; Lois Curfman McInnes; Hans De Sterck; George Biros; Hans-Joachim Bungartz; James Corones; Evin Cramer; James Crowley; Omar Ghattas; Max D. Gunzburger; Michael Hanke; et al. (CoRR, 2016)

Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions. - Hans De Sterck; Alexander J. M. Howse (SIAM J. Sci. Comput., 2016)

Special Section on Two Themes: CSE Software and Big Data in CSE. - Hans De Sterck; Chris Johnson; Lois Curfman McInnes (SIAM J. Sci. Comput., 2016)

Efficient parameter learning of Bayesian network classifiers. - Nayyar Abbas Zaidi; Geoffrey I. Webb; Mark James Carman; François Petitjean; Wray L. Buntine; Mike Hynes; Hans De Sterck (Mach. Learn., 2017)

Analytic models for SIR disease spread on random spatial networks. - John C. Lang; Hans De Sterck; Jamieson L. Kaiser; Joel C. Miller (J. Complex Networks, 2018)

Nonlinearly preconditioned L-BFGS as an acceleration mechanism for alternating least squares with application to tensor decomposition. - Hans De Sterck; Alexander J. M. Howse (Numer. Linear Algebra Appl., 2018)

Research and Education in Computational Science and Engineering. - Ulrich Rüde; Karen Willcox; Lois Curfman McInnes; Hans De Sterck (SIAM Rev., 2018)

Optimizing MGRIT and Parareal coarse-grid operators for linear advection. - Hans De Sterck; Robert D. Falgout; Stephanie Friedhoff; Oliver A. Krzysik; Scott P. MacLachlan (CoRR, 2019)

High-Order Finite-Volume Method with Block-Based AMR for Magnetohydrodynamics Flows. - Lucie Freret; Lucian Ivan; Hans De Sterck; Clinton P. T. Groth (J. Sci. Comput., 2019)

Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations. - Alexander J. M. Howse; Hans De Sterck; Robert D. Falgout; Scott P. MacLachlan; Jacob B. Schroder (SIAM J. Sci. Comput., 2019)

Quantifying the asymptotic linear convergence speed of Anderson Acceleration applied to ADMM. - Dawei Wang; Yunhui He; Hans De Sterck (CoRR, 2020)

N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations. - Aaron Baier-Reinio; Hans De Sterck (CoRR, 2020)

Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms. - Drew Mitchell; Nan Ye; Hans De Sterck (Numer. Linear Algebra Appl., 2020)

Convergence analysis for parallel-in-time solution of hyperbolic systems. - Hans De Sterck; Stephanie Friedhoff; Alexander J. M. Howse; Scott P. MacLachlan (Numer. Linear Algebra Appl., 2020)

Nonnegative Unimodal Matrix Factorization. - Andersen Man Shun Ang; Nicolas Gillis; Arnaud Vandaele; Hans De Sterck (ICASSP, 2021)

Fast parallel solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting. - Ben S. Southworth; Oliver A. Krzysik; Will Pazner; Hans De Sterck (CoRR, 2021)

Anderson Acceleration as a Krylov Method with Application to Asymptotic Convergence Analysis. - Hans De Sterck; Yunhui He (CoRR, 2021)

On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM. - Dawei Wang; Yunhui He; Hans De Sterck (J. Sci. Comput., 2021)

Optimizing multigrid reduction-in-time and Parareal coarse-grid operators for linear advection. - Hans De Sterck; Robert D. Falgout; Stephanie Friedhoff; Oliver A. Krzysik; Scott P. MacLachlan (Numer. Linear Algebra Appl., 2021)

Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods. - Yunhui He; Sander Rhebergen; Hans De Sterck (SIAM J. Sci. Comput., 2021)

On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES. - Hans De Sterck; Yunhui He (SIAM J. Sci. Comput., 2021)

Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees. - Ruikun Zhou; Thanin Quartz; Hans De Sterck; Jun Liu 015 (NeurIPS, 2022)

Downlink Compression Improves TopK Sparsification. - William Zou; Hans De Sterck; Jun Liu (CoRR, 2022)

Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships. - Haifeng Xu; Rasha F. Kashef; Hans De Sterck; Geoffrey Sanders (INFORMS J. Comput., 2022)

Fast Solution of Fully Implicit Runge-Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting. - Ben S. Southworth; Oliver A. Krzysik; Will Pazner; Hans De Sterck (SIAM J. Sci. Comput., 2022)

Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis. - Hans De Sterck; Yunhui He (SIAM J. Matrix Anal. Appl., 2022)

Fast Multipole Attention: A Divide-and-Conquer Attention Mechanism for Long Sequences. - Yanming Kang; Giang Tran; Hans De Sterck (CoRR, 2023)

On the convergence of restarted Anderson acceleration for symmetric linear systems. - Hans De Sterck; Oliver A. Krzysik; Adam Smith (CoRR, 2023)

High-Order CENO Finite-Volume Scheme with Anisotropic Adaptive Mesh Refinement: Efficient Inexact Newton Method for Steady Three-Dimensional Flows. - Lucie Freret; C. N. Ngigi; T. B. Nguyen; Hans De Sterck; Clinton P. T. Groth (J. Sci. Comput., 2023)

Correction to: Enhancing Reproducibility of Research Papers in SISC, JSC and JCP. - Hans De Sterck; Chi-Wang Shu; Rémi Abgrall (J. Sci. Comput., 2023)

Special Section: 2021 Copper Mountain Conference. - Matthias Bolten; Hans De Sterck (SIAM J. Sci. Comput., 2023)

Efficient Multigrid Reduction-in-Time for Method-of-Lines Discretizations of Linear Advection. - Hans De Sterck; Robert D. Falgout; Oliver A. Krzysik; Jacob B. Schroder (J. Sci. Comput., 2023)

Fast Multigrid Reduction-in-Time for Advection via Modified Semi-Lagrangian Coarse-Grid Operators. - Hans De Sterck; Robert D. Falgout; Oliver A. Krzysik (SIAM J. Sci. Comput., 2023)

Enhancing Reproducibility of Research Papers in SISC, JSC, and JCP. - Hans De Sterck; Chi-Wang Shu; Rémi Abgrall (SIAM J. Sci. Comput., 2023)

First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models. - Yifan Qu; Oliver A. Krzysik; Hans De Sterck; Omer Ege Kara (CoRR, 2024)

Sum-of-norms regularized Nonnegative Matrix Factorization. - Andersen Ang; Waqas Bin Hamed; Hans De Sterck (CoRR, 2024)

Parallel-in-time solution of hyperbolic PDE systems via characteristic-variable block preconditioning. - Hans De Sterck; Robert D. Falgout; Oliver A. Krzysik; Jacob B. Schroder (CoRR, 2024)

Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems. - Thanin Quartz; Ruikun Zhou; Hans De Sterck; Jun Liu 015 (CoRR, 2024)

MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization. - Andersen Ang; Hans De Sterck; Stephen A. Vavasis (SIAM J. Optim., 2024)

New SISC Section on Scientific Machine Learning. - Hans De Sterck (SIAM J. Sci. Comput., 2024)

Anderson Acceleration as a Krylov Method with Application to Convergence Analysis. - Hans De Sterck; Yunhui He; Oliver A. Krzysik (J. Sci. Comput., 2024)

Multilevel Monte Carlo Methods for Stochastic Convection-Diffusion Eigenvalue Problems. - Tiangang Cui; Hans De Sterck; Alexander D. Gilbert; Stanislav Polishchuk; Robert Scheichl (J. Sci. Comput., 2024)

Parallel-in-Time Solution of Scalar Nonlinear Conservation Laws. - Oliver A. Krzysik; Hans De Sterck; Robert D. Falgout; Jacob B. Schroder (SIAM J. Sci. Comput., 2025)

Multigrid Reduction-In-Time Convergence for Advection Problems: A Fourier Analysis Perspective. - Hans De Sterck; Stephanie Friedhoff; Oliver A. Krzysik; Scott P. MacLachlan (Numer. Linear Algebra Appl., 2025)