Hans De Sterck

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 56

Top Venues

CoRR

SIAM J. Sci. Comput.

J. Sci. Comput.

Numer. Linear Algebra Appl.

Publications

Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Parallel-in-time solution of hyperbolic PDE systems via characteristic-variable block preconditioning. CoRR (2024)
Hans De Sterck, Yunhui He, Oliver A. Krzysik
Anderson Acceleration as a Krylov Method with Application to Convergence Analysis. J. Sci. Comput. 99 (1) (2024)
Hans De Sterck
New SISC Section on Scientific Machine Learning. SIAM J. Sci. Comput. 46 (1) (2024)
Yifan Qu, Oliver A. Krzysik, Hans De Sterck, Omer Ege Kara
First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models. CoRR (2024)
Andersen Ang, Waqas Bin Hamed, Hans De Sterck
Sum-of-norms regularized Nonnegative Matrix Factorization. CoRR (2024)
Tiangang Cui, Hans De Sterck, Alexander D. Gilbert, Stanislav Polishchuk, Robert Scheichl
Multilevel Monte Carlo Methods for Stochastic Convection-Diffusion Eigenvalue Problems. J. Sci. Comput. 99 (3) (2024)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Parallel-in-time solution of scalar nonlinear conservation laws. CoRR (2024)
Matthias Bolten, Hans De Sterck
Special Section: 2021 Copper Mountain Conference. SIAM J. Sci. Comput. 45 (3) (2023)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Efficient Multigrid Reduction-in-Time for Method-of-Lines Discretizations of Linear Advection. J. Sci. Comput. 96 (1) (2023)
Lucie Freret, C. N. Ngigi, T. B. Nguyen, Hans De Sterck, Clinton P. T. Groth
High-Order CENO Finite-Volume Scheme with Anisotropic Adaptive Mesh Refinement: Efficient Inexact Newton Method for Steady Three-Dimensional Flows. J. Sci. Comput. 94 (3) (2023)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik
Fast Multigrid Reduction-in-Time for Advection via Modified Semi-Lagrangian Coarse-Grid Operators. SIAM J. Sci. Comput. 45 (4) (2023)
Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
Correction to: Enhancing Reproducibility of Research Papers in SISC, JSC and JCP. J. Sci. Comput. 95 (3) (2023)
Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
Enhancing reproducibility of research papers in SISC, JSC and JCP. J. Comput. Phys. 484 (2023)
Tiangang Cui, Hans De Sterck, Alexander D. Gilbert, Stanislav Polishchuk, Robert Scheichl
Multilevel Monte Carlo methods for stochastic convection-diffusion eigenvalue problems. CoRR (2023)
Hans De Sterck, Oliver A. Krzysik, Adam Smith
On the convergence of restarted Anderson acceleration for symmetric linear systems. CoRR (2023)
Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
Enhancing Reproducibility of Research Papers in SISC, JSC, and JCP. SIAM J. Sci. Comput. 45 (4) (2023)
Hans De Sterck, Chi-Wang Shu, Rémi Abgrall
Enhancing Reproducibility of Research Papers in SISC, JSC and JCP. J. Sci. Comput. 95 (3) (2023)
Yanming Kang, Giang Tran, Hans De Sterck
Fast Multipole Attention: A Divide-and-Conquer Attention Mechanism for Long Sequences. CoRR (2023)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik
Fast multigrid reduction-in-time for advection via modified semi-Lagrangian coarse-grid operators. CoRR (2022)
Hans De Sterck, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
Multigrid reduction-in-time convergence for advection problems: A Fourier analysis perspective. CoRR (2022)
Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees. NeurIPS (2022)
Ben S. Southworth, Oliver A. Krzysik, Will Pazner, Hans De Sterck
Fast Solution of Fully Implicit Runge-Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting. SIAM J. Sci. Comput. 44 (1) (2022)
Hans De Sterck, Yunhui He
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis. SIAM J. Matrix Anal. Appl. 43 (4) (2022)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection. CoRR (2022)
Haifeng Xu, Rasha F. Kashef, Hans De Sterck, Geoffrey Sanders
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships. INFORMS J. Comput. 34 (3) (2022)
William Zou, Hans De Sterck, Jun Liu
Downlink Compression Improves TopK Sparsification. CoRR (2022)
Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees. CoRR (2022)
Hans De Sterck, Yunhui He
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis. CoRR (2021)
Hans De Sterck, Robert D. Falgout, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
Optimizing multigrid reduction-in-time and Parareal coarse-grid operators for linear advection. Numer. Linear Algebra Appl. 28 (4) (2021)
Dawei Wang, Yunhui He, Hans De Sterck
On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM. J. Sci. Comput. 88 (2) (2021)
Yunhui He, Sander Rhebergen, Hans De Sterck
Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods. SIAM J. Sci. Comput. 43 (5) (2021)
Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck
Nonnegative Unimodal Matrix Factorization. ICASSP (2021)
Hans De Sterck, Yunhui He
Anderson Acceleration as a Krylov Method with Application to Asymptotic Convergence Analysis. CoRR (2021)
Ben S. Southworth, Oliver A. Krzysik, Will Pazner, Hans De Sterck
Fast parallel solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting. CoRR (2021)
Hans De Sterck, Yunhui He
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES. SIAM J. Sci. Comput. 43 (5) (2021)
Hans De Sterck, Stephanie Friedhoff, Alexander J. M. Howse, Scott P. MacLachlan
Convergence analysis for parallel-in-time solution of hyperbolic systems. Numer. Linear Algebra Appl. 27 (1) (2020)
Drew Mitchell, Nan Ye, Hans De Sterck
Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms. Numer. Linear Algebra Appl. 27 (4) (2020)
Dawei Wang, Yunhui He, Hans De Sterck
Quantifying the asymptotic linear convergence speed of Anderson Acceleration applied to ADMM. CoRR (2020)
Hans De Sterck, Yunhui He
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES. CoRR (2020)
Aaron Baier-Reinio, Hans De Sterck
N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations. CoRR (2020)
Yunhui He, Sander Rhebergen, Hans De Sterck
Local Fourier analysis of multigrid for hybridized and embedded discontinuous Galerkin methods. CoRR (2020)
Hans De Sterck, Robert D. Falgout, Stephanie Friedhoff, Oliver A. Krzysik, Scott P. MacLachlan
Optimizing MGRIT and Parareal coarse-grid operators for linear advection. CoRR (2019)
L. Freret, Lucian Ivan, Hans De Sterck, Clinton P. T. Groth
High-Order Finite-Volume Method with Block-Based AMR for Magnetohydrodynamics Flows. J. Sci. Comput. 79 (1) (2019)
Alexander J. M. Howse, Hans De Sterck, Robert D. Falgout, Scott MacLachlan, Jacob B. Schroder
Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations. SIAM J. Sci. Comput. 41 (1) (2019)
Hans De Sterck, Alexander J. M. Howse
Nonlinearly preconditioned L-BFGS as an acceleration mechanism for alternating least squares with application to tensor decomposition. Numer. Linear Algebra Appl. 25 (6) (2018)
John C. Lang, Hans De Sterck, Jamieson L. Kaiser, Joel C. Miller
Analytic models for SIR disease spread on random spatial networks. J. Complex Networks 6 (6) (2018)
Drew Mitchell, Nan Ye, Hans De Sterck
Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms. CoRR (2018)
Ulrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck
Research and Education in Computational Science and Engineering. SIAM Rev. 60 (3) (2018)
Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck
Efficient parameter learning of Bayesian network classifiers. Mach. Learn. 106 (9-10) (2017)
Shawn Brunsting, Hans De Sterck, Remco Dolman, Teun van Sprundel
GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach. CoRR (2016)
Hans De Sterck, Chris Johnson, Lois Curfman McInnes
Special Section on Two Themes: CSE Software and Big Data in CSE. SIAM J. Sci. Comput. 38 (5) (2016)
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
Research and Education in Computational Science and Engineering. CoRR (2016)
Hans De Sterck, Alexander J. M. Howse
Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions. SIAM J. Sci. Comput. 38 (2) (2016)
John C. Lang, Hans De Sterck
A hierarchy of linear threshold models for the spread of political revolutions on social networks. J. Complex Networks 4 (3) (2016)
John C. Lang, Hans De Sterck, Daniel M. Abrams
The Statistical Mechanics of Human Weight Change. CoRR (2016)
Michael B. Hynes, Hans De Sterck
-regularized loss functions, with implementation in Apache Spark. SDM (2016)
Michael B. Hynes, Hans De Sterck
A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark. CoRR (2015)
Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. ICPADS (2015)
John C. Lang, Hans De Sterck
A Hierarchy of Linear Threshold Models for the Spread of Political Revolutions on Social Networks. CoRR (2015)
Hans De Sterck, Manda Winlaw
canonical tensor approximation. Numer. Linear Algebra Appl. 22 (3) (2015)
Lucian Ivan, Hans De Sterck, Andree Susanto, Clinton P. T. Groth
High-order central ENO finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids. J. Comput. Phys. 282 (2015)
Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. CoRR (2015)
John C. Lang, Daniel M. Abrams, Hans De Sterck
The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking. CoRR (2014)
Hans De Sterck, Manda Winlaw
A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation. CoRR (2014)
John C. Lang, Hans De Sterck
The Arab Spring: A simple compartmental model for the dynamics of a revolution. Math. Soc. Sci. 69 (2014)
Yasunori Aoki, Ken Hayami, Hans De Sterck, Akihiko Konagaya
Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics. SIAM J. Sci. Comput. 36 (1) (2014)
Lucian Ivan, Hans De Sterck, Scott A. Northrup, Clinton P. T. Groth
Multi-dimensional finite-volume scheme for hyperbolic conservation laws on three-dimensional solution-adaptive cubed-sphere grids. J. Comput. Phys. 255 (2013)
Hans De Sterck
Steepest descent preconditioning for nonlinear GMRES optimization. Numer. Linear Algebra Appl. 20 (3) (2013)
Andree Susanto, Lucian Ivan, Hans De Sterck, Clinton P. T. Groth
High-order central ENO finite-volume scheme for ideal MHD. J. Comput. Phys. 250 (2013)
Hans De Sterck, Killian Miller
An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition. SIAM J. Sci. Comput. 35 (1) (2013)
Hans De Sterck
A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition. SIAM J. Sci. Comput. 34 (3) (2012)
John C. Lang, Hans De Sterck
The Arab Spring: A Simple Compartmental Model for the Dynamics of a Revolution CoRR (2012)
Hans De Sterck
A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs. SIAM J. Sci. Comput. 34 (4) (2012)
Yasunori Aoki, Hans De Sterck
Augmented high order finite volume element method for elliptic PDEs in non-smooth domains: Convergence study. J. Comput. Appl. Math. 235 (17) (2011)
Chen Zhang, Hans De Sterck
HBaseSI: Multi-row Distributed Transactions with Global Strong Snapshot Isolation on Clouds. Scalable Comput. Pract. Exp. 12 (2) (2011)
Hans De Sterck, Killian Miller, Eran Treister, Irad Yavneh
Fast multilevel methods for Markov chains. Numer. Linear Algebra Appl. 18 (6) (2011)
Hans De Sterck
A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition CoRR (2011)
Hans De Sterck, Killian Miller, Thomas A. Manteuffel, Geoffrey Sanders
Top-level acceleration of adaptive algebraic multilevel methods for steady-state solution to Markov chains. Adv. Comput. Math. 35 (2-4) (2011)
Hans De Sterck, Van Emden Henson, Geoffrey Sanders
Multilevel Aggregation Methods for Small-World Graphs with Application to Random-Walk Ranking. Comput. Informatics 30 (2) (2011)
Hans De Sterck
A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs CoRR (2011)
Hans De Sterck, Killian Miller, Geoffrey Sanders
Iterant recombination with one-norm minimization for multilevel Markov chain algorithms via the ellipsoid method. Comput. Vis. Sci. 14 (2) (2011)
Hans De Sterck
Steepest Descent Preconditioning for Nonlinear GMRES Optimization CoRR (2011)
Hans De Sterck, Killian Miller, Geoffrey Sanders, Manda Winlaw
Recursively Accelerated Multilevel Aggregation for Markov Chains. SIAM J. Sci. Comput. 32 (3) (2010)
Tiffany Inglis, Hans De Sterck, Geoffrey Sanders, Haig Djambazian, Robert Sladek, Saravanan Sundararajan, Thomas J. Hudson
Multilevel Space-Time Aggregation for Bright Field Cell Microscopy Segmentation and Tracking. Int. J. Biomed. Imaging 2010 (2010)
Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Killian Miller, John W. Ruge, Geoffrey Sanders
Algebraic Multigrid for Markov Chains. SIAM J. Sci. Comput. 32 (2) (2010)
Chen Zhang, Hans De Sterck
CloudBATCH: A Batch Job Queuing System on Clouds with Hadoop and HBase. CloudCom (2010)
Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Killian Miller, J. Pearson, John W. Ruge, Geoffrey Sanders
Smoothed Aggregation Multigrid for Markov Chains. SIAM J. Sci. Comput. 32 (1) (2010)
Scott Rostrup, Hans De Sterck
Parallel hyperbolic PDE simulation on clusters: Cell versus GPU. Comput. Phys. Commun. 181 (12) (2010)
Chen Zhang, Hans De Sterck
Supporting multi-row distributed transactions with global snapshot isolation using bare-bones HBase. GRID (2010)
Chen Zhang, Hans De Sterck, Ashraf Aboulnaga, Haig Djambazian, Robert Sladek
Case Study of Scientific Data Processing on a Cloud Using Hadoop. HPCS (2009)
Chen Zhang, Hans De Sterck
CloudWF: A Computational Workflow System for Clouds Based on Hadoop. CloudCom (2009)
Scott Rostrup, Hans De Sterck
Hybrid MPI-Cell Parallelism for Hyperbolic PDE Simulation on a Cell Processor Cluster. HPCS (2009)
Hans De Sterck, Robert D. Falgout, Joshua Nolting, Ulrike Meier Yang
Distance-two interpolation for parallel algebraic multigrid. Numer. Linear Algebra Appl. 15 (2-3) (2008)
Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Joshua Nolting, John W. Ruge, Lei Tang
-refinement strategies for finite element methods. Numer. Linear Algebra Appl. 15 (2-3) (2008)
Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Quoc Nguyen, John W. Ruge
Multilevel Adaptive Aggregation for Markov Chains, with Application to Web Ranking. SIAM J. Sci. Comput. 30 (5) (2008)
Hans De Sterck
Critical Point Analysis of Transonic Flow Profiles with Heat Conduction. SIAM J. Appl. Dyn. Syst. 6 (3) (2007)
Hans De Sterck, Chen Zhang, Aleks Papo
Database-Driven Grid Computing with GridBASE. AINA Workshops (1) (2007)
Hans De Sterck, Ulrike Meier Yang, Jeffrey J. Heys
Reducing Complexity in Parallel Algebraic Multigrid Preconditioners. SIAM J. Matrix Anal. Appl. 27 (4) (2006)
Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Luke N. Olson
Numerical Conservation Properties of H(div)-Conforming Least-Squares Finite Element Methods for the Burgers Equation. SIAM J. Sci. Comput. 26 (5) (2005)
Hans De Sterck, Rob S. Markel, Rob Knight
A Lightweight, Scalable Grid Computing Framework for Parallel Bioinformatics Applications. HPCS (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hans De Sterck