Hans De Sterck

110 papers A* 1A 1B 1C 2Misc 2Journal 95Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Parallel-in-iteration optimization using multigrid reduction-in-time. CoRR G. H. M. Araújo, Oliver A. Krzysik, Hans De Sterck
2025	J	`jnl`	Multigrid Reduction-In-Time Convergence for Advection Problems: A Fourier Analysis Perspective. Numer. Linear Algebra Appl. Hans De Sterck, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
2025	J	`jnl`	Parallel-in-Time Solution of Scalar Nonlinear Conservation Laws. SIAM J. Sci. Comput. Oliver A. Krzysik, Hans De Sterck, Robert D. Falgout, Jacob B. Schroder
2025	—	`conf`	Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems. CDC Thanin Quartz, Ruikun Zhou, Hans De Sterck, Jun Liu
2025	—	`conf`	Verifying Probabilistic Regions of Attraction with Neural Lyapunov Functions for Stochastic Systems. CDC Yun Su, Hans De Sterck, Jun Liu
2024	J	`jnl`	Anderson Acceleration as a Krylov Method with Application to Convergence Analysis. J. Sci. Comput. Hans De Sterck, Yunhui He, Oliver A. Krzysik
2024	J	`jnl`	First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models. CoRR Yifan Qu, Oliver A. Krzysik, Hans De Sterck, Omer Ege Kara
2024	J	`jnl`	MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization. SIAM J. Optim. Andersen Man Shun Ang, Hans De Sterck, Stephen A. Vavasis
2024	J	`jnl`	Multilevel Monte Carlo Methods for Stochastic Convection-Diffusion Eigenvalue Problems. J. Sci. Comput. Tiangang Cui, Hans De Sterck, Alexander D. Gilbert, Stanislav Polishchuk, Robert Scheichl
2024	J	`jnl`	New SISC Section on Scientific Machine Learning. SIAM J. Sci. Comput. Hans De Sterck
2024	J	`jnl`	Parallel-in-time solution of hyperbolic PDE systems via characteristic-variable block preconditioning. CoRR Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
2024	J	`jnl`	Parallel-in-time solution of scalar nonlinear conservation laws. CoRR Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
2024	J	`jnl`	Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems. CoRR Thanin Quartz, Ruikun Zhou, Hans De Sterck, Jun Liu
2024	J	`jnl`	Sum-of-norms regularized Nonnegative Matrix Factorization. CoRR Andersen Man Shun Ang, Waqas Bin Hamed, Hans De Sterck
2023	J	`jnl`	Correction to: Enhancing Reproducibility of Research Papers in SISC, JSC and JCP. J. Sci. Comput. Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
2023	J	`jnl`	Efficient Multigrid Reduction-in-Time for Method-of-Lines Discretizations of Linear Advection. J. Sci. Comput. Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
2023	J	`jnl`	Enhancing Reproducibility of Research Papers in SISC, JSC and JCP. J. Sci. Comput. Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
2023	J	`jnl`	Enhancing Reproducibility of Research Papers in SISC, JSC, and JCP. SIAM J. Sci. Comput. Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
2023	J	`jnl`	Enhancing reproducibility of research papers in SISC, JSC and JCP. J. Comput. Phys. Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
2023	J	`jnl`	Fast Multigrid Reduction-in-Time for Advection via Modified Semi-Lagrangian Coarse-Grid Operators. SIAM J. Sci. Comput. Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik
2023	J	`jnl`	Fast Multipole Attention: A Divide-and-Conquer Attention Mechanism for Long Sequences. CoRR Yanming Kang, Giang Tran, Hans De Sterck
2023	J	`jnl`	High-Order CENO Finite-Volume Scheme with Anisotropic Adaptive Mesh Refinement: Efficient Inexact Newton Method for Steady Three-Dimensional Flows. J. Sci. Comput. Lucie Freret, C. N. Ngigi, T. B. Nguyen, Hans De Sterck, Clinton P. T. Groth
2023	J	`jnl`	Multilevel Monte Carlo methods for stochastic convection-diffusion eigenvalue problems. CoRR Tiangang Cui, Hans De Sterck, Alexander D. Gilbert, Stanislav Polishchuk, Robert Scheichl
2023	J	`jnl`	On the convergence of restarted Anderson acceleration for symmetric linear systems. CoRR Hans De Sterck, Oliver A. Krzysik, Adam Smith
2023	J	`jnl`	Special Section: 2021 Copper Mountain Conference. SIAM J. Sci. Comput. Matthias Bolten, Hans De Sterck
2022	J	`jnl`	Downlink Compression Improves TopK Sparsification. CoRR William Zou, Hans De Sterck, Jun Liu
2022	J	`jnl`	Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships. INFORMS J. Comput. Haifeng Xu, Rasha F. Kashef, Hans De Sterck, Geoffrey Sanders
2022	J	`jnl`	Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection. CoRR Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
2022	J	`jnl`	Fast Solution of Fully Implicit Runge-Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting. SIAM J. Sci. Comput. Ben S. Southworth, Oliver A. Krzysik, Will Pazner, Hans De Sterck
2022	J	`jnl`	Fast multigrid reduction-in-time for advection via modified semi-Lagrangian coarse-grid operators. CoRR Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik
2022	J	`jnl`	Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis. SIAM J. Matrix Anal. Appl. Hans De Sterck, Yunhui He
2022	J	`jnl`	Multigrid reduction-in-time convergence for advection problems: A Fourier analysis perspective. CoRR Hans De Sterck, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
2022	A*	`conf`	Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees. NeurIPS Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu
2022	J	`jnl`	Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees. CoRR Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu
2021	J	`jnl`	Anderson Acceleration as a Krylov Method with Application to Asymptotic Convergence Analysis. CoRR Hans De Sterck, Yunhui He
2021	J	`jnl`	Fast parallel solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting. CoRR Ben S. Southworth, Oliver A. Krzysik, Will Pazner, Hans De Sterck
2021	J	`jnl`	Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis. CoRR Hans De Sterck, Yunhui He
2021	J	`jnl`	Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods. SIAM J. Sci. Comput. Yunhui He, Sander Rhebergen, Hans De Sterck
2021	Misc	`conf`	Nonnegative Unimodal Matrix Factorization. ICASSP Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck
2021	J	`jnl`	On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM. J. Sci. Comput. Dawei Wang, Yunhui He, Hans De Sterck
2021	J	`jnl`	On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES. SIAM J. Sci. Comput. Hans De Sterck, Yunhui He
2021	J	`jnl`	Optimizing multigrid reduction-in-time and Parareal coarse-grid operators for linear advection. Numer. Linear Algebra Appl. Hans De Sterck, Robert D. Falgout, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
2020	J	`jnl`	Convergence analysis for parallel-in-time solution of hyperbolic systems. Numer. Linear Algebra Appl. Hans De Sterck, Stephanie Friedhoff, Alexander J. M. Howse, Scott P. MacLachlan
2020	J	`jnl`	Local Fourier analysis of multigrid for hybridized and embedded discontinuous Galerkin methods. CoRR Yunhui He, Sander Rhebergen, Hans De Sterck
2020	J	`jnl`	N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations. CoRR Aaron Baier-Reinio, Hans De Sterck
2020	J	`jnl`	Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms. Numer. Linear Algebra Appl. Drew Mitchell, Nan Ye, Hans De Sterck
2020	J	`jnl`	On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES. CoRR Hans De Sterck, Yunhui He
2020	J	`jnl`	Quantifying the asymptotic linear convergence speed of Anderson Acceleration applied to ADMM. CoRR Dawei Wang, Yunhui He, Hans De Sterck
2019	J	`jnl`	High-Order Finite-Volume Method with Block-Based AMR for Magnetohydrodynamics Flows. J. Sci. Comput. Lucie Freret, Lucian Ivan, Hans De Sterck, Clinton P. T. Groth
2019	J	`jnl`	Optimizing MGRIT and Parareal coarse-grid operators for linear advection. CoRR Hans De Sterck, Robert D. Falgout, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
2019	J	`jnl`	Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations. SIAM J. Sci. Comput. Alexander J. M. Howse, Hans De Sterck, Robert D. Falgout, Scott P. MacLachlan, Jacob B. Schroder
2018	J	`jnl`	Analytic models for SIR disease spread on random spatial networks. J. Complex Networks John C. Lang, Hans De Sterck, Jamieson L. Kaiser, Joel C. Miller
2018	J	`jnl`	Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms. CoRR Drew Mitchell, Nan Ye, Hans De Sterck
2018	J	`jnl`	Nonlinearly preconditioned L-BFGS as an acceleration mechanism for alternating least squares with application to tensor decomposition. Numer. Linear Algebra Appl. Hans De Sterck, Alexander J. M. Howse
2018	J	`jnl`	Research and Education in Computational Science and Engineering. SIAM Rev. Ulrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck
2017	J	`jnl`	Efficient parameter learning of Bayesian network classifiers. Mach. Learn. Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck
2016	J	`jnl`	A hierarchy of linear threshold models for the spread of political revolutions on social networks. J. Complex Networks John C. Lang, Hans De Sterck
2016	A	`conf`	A polynomial expansion line search for large-scale unconstrained minimization of smooth SDM Michael B. Hynes, Hans De Sterck
2016	J	`jnl`	GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach. CoRR Shawn Brunsting, Hans De Sterck, Remco Dolman, Teun van Sprundel
2016	J	`jnl`	Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions. SIAM J. Sci. Comput. Hans De Sterck, Alexander J. M. Howse
2016	J	`jnl`	Research and Education in Computational Science and Engineering. CoRR 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, Robert J. Harrison, Michael A. Heroux, Jan S. Hesthaven, Peter K. Jimack, Chris Johnson, Kirk E. Jordan, David E. Keyes, Rolf H. Krause, Vipin Kumar, Stefan Mayer, Juan Meza, Knut Martin Mørken, J. Tinsley Oden, Linda R. Petzold, Padma Raghavan, Suzanne M. Shontz, Anne E. Trefethen, Peter R. Turner, Vladimir V. Voevodin, Barbara I. Wohlmuth, Carol S. Woodward
2016	J	`jnl`	Special Section on Two Themes: CSE Software and Big Data in CSE. SIAM J. Sci. Comput. Hans De Sterck, Chris Johnson, Lois Curfman McInnes
2016	J	`jnl`	The Statistical Mechanics of Human Weight Change. CoRR John C. Lang, Hans De Sterck, Daniel M. Abrams
2015	J	`jnl`	A Hierarchy of Linear Threshold Models for the Spread of Political Revolutions on Social Networks. CoRR John C. Lang, Hans De Sterck
2015	J	`jnl`	A nonlinearly preconditioned conjugate gradient algorithm for rank- Numer. Linear Algebra Appl. Hans De Sterck, Manda Winlaw
2015	J	`jnl`	A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark. CoRR Michael B. Hynes, Hans De Sterck
2015	B	`conf`	Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. ICPADS Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
2015	J	`jnl`	Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. CoRR Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
2015	J	`jnl`	High-order central ENO finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids. J. Comput. Phys. Lucian Ivan, Hans De Sterck, Andree Susanto, Clinton P. T. Groth
2014	J	`jnl`	A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation. CoRR Hans De Sterck, Manda Winlaw
2014	J	`jnl`	Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics. SIAM J. Sci. Comput. Yasunori Aoki, Ken Hayami, Hans De Sterck, Akihiko Konagaya
2014	J	`jnl`	The Arab Spring: A simple compartmental model for the dynamics of a revolution. Math. Soc. Sci. John C. Lang, Hans De Sterck
2014	J	`jnl`	The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking. CoRR John C. Lang, Daniel M. Abrams, Hans De Sterck
2013	J	`jnl`	An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition. SIAM J. Sci. Comput. Hans De Sterck, Killian Miller
2013	J	`jnl`	High-order central ENO finite-volume scheme for ideal MHD. J. Comput. Phys. Andree Susanto, Lucian Ivan, Hans De Sterck, Clinton P. T. Groth
2013	J	`jnl`	Multi-dimensional finite-volume scheme for hyperbolic conservation laws on three-dimensional solution-adaptive cubed-sphere grids. J. Comput. Phys. Lucian Ivan, Hans De Sterck, Scott A. Northrup, Clinton P. T. Groth
2013	J	`jnl`	Steepest descent preconditioning for nonlinear GMRES optimization. Numer. Linear Algebra Appl. Hans De Sterck
2012	J	`jnl`	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition. SIAM J. Sci. Comput. Hans De Sterck
2012	J	`jnl`	A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs. SIAM J. Sci. Comput. Hans De Sterck
2012	J	`jnl`	The Arab Spring: A Simple Compartmental Model for the Dynamics of a Revolution CoRR John C. Lang, Hans De Sterck
2011	J	`jnl`	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition CoRR Hans De Sterck
2011	J	`jnl`	A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs CoRR Hans De Sterck
2011	J	`jnl`	Augmented high order finite volume element method for elliptic PDEs in non-smooth domains: Convergence study. J. Comput. Appl. Math. Yasunori Aoki, Hans De Sterck
2011	J	`jnl`	Fast multilevel methods for Markov chains. Numer. Linear Algebra Appl. Hans De Sterck, Killian Miller, Eran Treister, Irad Yavneh
2011	J	`jnl`	HBaseSI: Multi-row Distributed Transactions with Global Strong Snapshot Isolation on Clouds. Scalable Comput. Pract. Exp. Chen Zhang, Hans De Sterck
2011	J	`jnl`	Iterant recombination with one-norm minimization for multilevel Markov chain algorithms via the ellipsoid method. Comput. Vis. Sci. Hans De Sterck, Killian Miller, Geoffrey Sanders
2011	J	`jnl`	Multilevel Aggregation Methods for Small-World Graphs with Application to Random-Walk Ranking. Comput. Informatics Hans De Sterck, Van Emden Henson, Geoffrey Sanders
2011	J	`jnl`	Steepest Descent Preconditioning for Nonlinear GMRES Optimization CoRR Hans De Sterck
2011	J	`jnl`	Top-level acceleration of adaptive algebraic multilevel methods for steady-state solution to Markov chains. Adv. Comput. Math. Hans De Sterck, Killian Miller, Thomas A. Manteuffel, Geoffrey Sanders
2010	J	`jnl`	Algebraic Multigrid for Markov Chains. SIAM J. Sci. Comput. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Killian Miller, John W. Ruge, Geoffrey Sanders
2010	C	`conf`	CloudBATCH: A Batch Job Queuing System on Clouds with Hadoop and HBase. CloudCom Chen Zhang, Hans De Sterck
2010	J	`jnl`	Multilevel Space-Time Aggregation for Bright Field Cell Microscopy Segmentation and Tracking. Int. J. Biomed. Imaging Tiffany Inglis, Hans De Sterck, Geoffrey Sanders, Haig Djambazian, Robert Sladek, Saravanan Sundararajan, Thomas J. Hudson
2010	J	`jnl`	Parallel hyperbolic PDE simulation on clusters: Cell versus GPU. Comput. Phys. Commun. Scott Rostrup, Hans De Sterck
2010	J	`jnl`	Recursively Accelerated Multilevel Aggregation for Markov Chains. SIAM J. Sci. Comput. Hans De Sterck, Killian Miller, Geoffrey Sanders, Manda Winlaw
2010	J	`jnl`	Smoothed Aggregation Multigrid for Markov Chains. SIAM J. Sci. Comput. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Killian Miller, J. Pearson, John W. Ruge, Geoffrey Sanders
2010	—	`conf`	Supporting multi-row distributed transactions with global snapshot isolation using bare-bones HBase. GRID Chen Zhang, Hans De Sterck
2009	—	`conf`	Case Study of Scientific Data Processing on a Cloud Using Hadoop. HPCS Chen Zhang, Hans De Sterck, Ashraf Aboulnaga, Haig Djambazian, Robert Sladek
2009	C	`conf`	CloudWF: A Computational Workflow System for Clouds Based on Hadoop. CloudCom Chen Zhang, Hans De Sterck
2009	—	`conf`	Hybrid MPI-Cell Parallelism for Hyperbolic PDE Simulation on a Cell Processor Cluster. HPCS Scott Rostrup, Hans De Sterck
2008	J	`jnl`	Distance-two interpolation for parallel algebraic multigrid. Numer. Linear Algebra Appl. Hans De Sterck, Robert D. Falgout, Joshua Nolting, Ulrike Meier Yang
2008	J	`jnl`	Efficiency-based Numer. Linear Algebra Appl. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Joshua Nolting, John W. Ruge, Lei Tang
2008	J	`jnl`	Multilevel Adaptive Aggregation for Markov Chains, with Application to Web Ranking. SIAM J. Sci. Comput. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Quoc Nguyen, John W. Ruge
2007	J	`jnl`	Critical Point Analysis of Transonic Flow Profiles with Heat Conduction. SIAM J. Appl. Dyn. Syst. Hans De Sterck
2007	—	`ch.`	Database-Driven Grid Computing and Distributed Web Applications: A Comparison. Grid Computing for Bioinformatics and Computational Biology Hans De Sterck, Aleks Papo, Chen Zhang, Micah Hamady, Rob Knight
2007	—	`conf`	Database-Driven Grid Computing with GridBASE. AINA Workshops (1) Hans De Sterck, Chen Zhang, Aleks Papo
2006	J	`jnl`	Reducing Complexity in Parallel Algebraic Multigrid Preconditioners. SIAM J. Matrix Anal. Appl. Hans De Sterck, Ulrike Meier Yang, Jeffrey J. Heys
2005	—	`conf`	A Lightweight, Scalable Grid Computing Framework for Parallel Bioinformatics Applications. HPCS Hans De Sterck, Rob S. Markel, Rob Knight
2005	J	`jnl`	Numerical Conservation Properties of H(div)-Conforming Least-Squares Finite Element Methods for the Burgers Equation. SIAM J. Sci. Comput. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Luke N. Olson
2004	J	`jnl`	Least-Squares Finite Element Methods and Algebraic Multigrid Solvers for Linear Hyperbolic PDEs. SIAM J. Sci. Comput. Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Luke N. Olson
2003	Misc	`conf`	A Lightweight Java Taskspaces Framework for Scientific Computing on Computational Grids. SAC Hans De Sterck, Rob S. Markel, Thomas Pohl, Ulrich Rüde