HS
Hans De Sterck
cs.NAmath.NAcs.LGmath.OCphysics.soc-phcond-mat.stat-mechcs.CLcs.DCcs.SImath.DS
On Valency
published · living versionsW_rm6er4q7·v1 · currentpublished
Multi-Trajectory Parallel-in-Iteration Optimization
with Guilherme H. M. Araujo, Oliver A. Krzysik
1 version
Preprints & journals
50 papers in the corpus · 2000–2026MOSAIC-SR: Transformer-Guided Symbolic Regression for Scientific Equation Recovery2609.20997v1 · Peiyi Zheng, Yanming Kang, Hans De Sterck et al.2026 · 0 citationsarXiv
Stable Mesh-Free Variational Radial Basis Function Approximation for Elliptic PDEs and Obstacle Problems2604.19882v1 · Tan Phuong Dong Le, Giang Tran, Hans De Sterck2026 · 0 citationsarXiv
Parallel-in-iteration optimization using multigrid reduction-in-time2603.20879v1 · G. H. M. Ara'ujo, O. A. Krzysik, H. De Sterck2026 · 0 citationsarXiv
Sum-of-Norms Regularized Nonnegative Matrix Factorization.41370748 · Ang, Andersen, Hamed, Waqas Bin, De Sterck, Hans2026 · 0 citationsNeural computation. 2026;38(2):228-255
Verifying Probabilistic Regions of Attraction with Neural Lyapunov Functions for Stochastic Systems2508.21213v1 · Yun Su, Hans De Sterck, Jun Liu2025 · 2 citationsarXiv
Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems2409.08382v1 · Thanin Quartz, Ruikun Zhou, Hans De Sterck et al.2024 · 0 citationsarXiv
Parallel-in-time solution of hyperbolic PDE systems via characteristic-variable block preconditioning2407.03873v2 · O. A. Krzysik, H. De Sterck, R. D. Falgout et al.2024 · 2 citationsarXiv
First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models2404.03081v1 · Yifan Qu, Oliver Krzysik, Hans De Sterck et al.2024 · 0 citationsarXiv
Parallel-in-time solution of scalar nonlinear conservation laws2401.04936v2 · O. A. Krzysik, H. De Sterck, R. D. Falgout et al.2024 · 2 citationsarXiv
Multilevel Monte Carlo Methods for Stochastic Convection-Diffusion Eigenvalue Problems.38708025 · Cui, Tiangang, De Sterck, Hans, Gilbert, Alexander D et al.2024 · 2 citationsJournal of scientific computing. 2024;99(3):77
Asymptotic convergence of restarted Anderson acceleration for certain normal linear systems2312.04776v4 · Oliver A. Krzysik, Hans De Sterck, Adam Smith2023 · 3 citationsarXiv
Fast Multipole Attention: A Scalable Multilevel Attention Mechanism for Text and Images2310.11960v4 · Yanming Kang, Giang Tran, Hans De Sterck2023 · 0 citationsarXiv
MGProx: A nonsmooth multigrid proximal gradient method with adaptive restriction for strongly convex optimization2302.04077v3 · Andersen Ang, Hans De Sterck, Stephen Vavasis2023 · 2 citationsSIAM Journal on Optimization 2024
Downlink Compression Improves TopK Sparsification2209.15203v1 · William Zou, Hans De Sterck, Jun Liu2022 · 0 citationsarXiv
Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection2209.06916v2 · H. De Sterck, R. D. Falgout, O. A. Krzysik et al.2022 · 8 citationsarXiv
Multigrid reduction-in-time convergence for advection problems: A Fourier analysis perspective2208.01526v3 · H. De Sterck, S. Friedhoff, O. A. Krzysik et al.2022 · 5 citationsarXiv
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees2206.01913v2 · Ruikun Zhou, Thanin Quartz, Hans De Sterck et al.2022 · 32 citationsarXiv
Fast multigrid reduction-in-time for advection via modified semi-Lagrangian coarse-grid operators2203.13382v2 · H. De Sterck, R. D. Falgout, O. A. Krzysik2022 · 6 citationsarXiv
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis2109.14176v2 · Hans De Sterck, Yunhui He2021 · 13 citationsarXiv
Anderson Acceleration as a Krylov Method with Application to Asymptotic Convergence Analysis2109.14181v2 · Hans De Sterck, Yunhui He, Oliver A. Krzysik2021 · 2 citationsarXiv
Fast solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting2101.00512v4 · Ben S. Southworth, Oliver Krzysik, Will Pazner et al.2021 · 27 citationsarXiv
N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations2010.11358v1 · Aaron Baier-Reinio, Hans De Sterck2020 · 3 citationsarXiv
On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM2007.02916v3 · Dawei Wang, Yunhui He, Hans De Sterck2020 · 29 citationsarXiv
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES2007.01996v4 · Hans De Sterck, Yunhui He2020 · 23 citationsarXiv
Local Fourier analysis of multigrid for hybridized and embedded discontinuous Galerkin methods2006.11433v1 · Yunhui He, Sander Rhebergen, Hans De Sterck2020 · 6 citationsarXiv
Optimizing multigrid reduction-in-time (MGRIT) and Parareal coarse-grid operators for linear advection1910.03726v3 · Hans De Sterck, Robert D. Falgout, Stephanie Friedhoff et al.2019 · 31 citationsarXiv
Convergence analysis for parallel-in-time solution of hyperbolic systems1903.08928v2 · Hans De Sterck, Stephanie Friedhoff, Alexander J. M. Howse et al.2019 · 22 citationsarXiv
On selecting coarse-grid operators for Parareal and MGRIT applied to linear advection1902.07757v2 · Oliver A. Krzysik, Hans De Sterck, Scott P. MacLachlan et al.2019 · 4 citationsarXiv
Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms1810.05846v3 · Drew Mitchell, Nan Ye, Hans De Sterck2018 · 23 citationsarXiv
Rapid near-atomic resolution single-particle 3D reconstruction with SIMPLE.30092280 · Reboul, Cyril F, Kiesewetter, Simon, Eager, Michael et al.2019 · 17 citationsJournal of structural biology. 2018;204(2):172-181
Nonlinearly Preconditioned L-BFGS as an Acceleration Mechanism for Alternating Least Squares, with Application to Tensor Decomposition1803.08849v2 · Hans De Sterck, Alexander J.M. Howse2018 · 25 citationsarXiv
The statistical mechanics of human weight change.29253025 · Lang, John C, De Sterck, Hans, Abrams, Daniel M2018 · 8 citationsPloS one. 2017;12(12):e0189795
Random Spatial Networks: Small Worlds without Clustering, Traveling Waves, and Hop-and-Spread Disease Dynamics1702.01252v1 · John Lang, Hans De Sterck, Jamieson L. Kaiser et al.2017 · 0 citationsarXiv
Research and Education in Computational Science and Engineering1610.02608v4 · Ulrich Rude, Karen Willcox, Lois Curfman McInnes et al.2016 · 88 citationsarXiv
GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach1601.05893v1 · Shawn Brunsting, Hans De Sterck, Remco Dolman et al.2016 · 9 citationsarXiv
The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking.26695640 · Lang, John C, Abrams, Daniel M, De Sterck, Hans2016 · 11 citationsBMC public health. 2015;15:1280
A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark1510.08345v2 · Michael B Hynes, Hans De Sterck2015 · 0 citationsarXiv
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark1508.03110v3 · Manda Winlaw, Michael B. Hynes, Anthony Caterini et al.2015 · 26 citationsarXiv
A Hierarchy of Linear Threshold Models for the Spread of Political Revolutions on Social Networks1501.04091v1 · John C. Lang, Hans De Sterck2015 · 4 citationsarXiv
A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation1407.5183v1 · Hans De Sterck, Manda Winlaw2014 · 19 citationsarXiv
Generalized Monte Carlo loop algorithm for two-dimensional frustrated Ising models.22587206 · Wang, Yuan, De Sterck, Hans, Melko, Roger G2012 · 7 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2012;85(3 Pt 2):036704
An adaptive algebraic multigrid algorithm for low-rank canonical tensor decomposition1111.6091v1 · Hans De Sterck, Killian Miller2011 · 22 citationsarXiv
Steepest Descent Preconditioning for Nonlinear GMRES Optimization1106.4426v2 · Hans De Sterck2011 · 22 citationsarXiv
A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition1105.5331v1 · Hans De Sterck2011 · 57 citationsarXiv
A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs1102.0919v1 · Hans De Sterck2011 · 5 citationsarXiv
Multilevel space-time aggregation for bright field cell microscopy segmentation and tracking.20467468 · Inglis, Tiffany, De Sterck, Hans, Sanders, Geoffrey et al.2010 · 7 citationsInternational journal of biomedical imaging. 2010;2010:582760
Natural and artificial RNAs occupy the same restricted region of sequence space.20032164 · Kennedy, Ryan, Lladser, Manuel E, Wu, Zhiyuan et al.2010 · 19 citationsRNA (New York, N.Y.). 2010;16(2):280-9
Monte Carlo study of degenerate ground states and residual entropy in a frustrated honeycomb lattice Ising model.19518193 · Andrews, Shawn, De Sterck, Hans, Inglis, Stephen et al.2009 · 14 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2009;79(4 Pt 1):041127
A hydrogen-rich early Earth atmosphere.15817816 · Tian, Feng, Toon, Owen B, Pavlov, Alexander A et al.2005 · 390 citationsScience (New York, N.Y.). 2005;308(5724):1014-7
Intermediate shocks in three-dimensional magnetohydrodynamic bow-shock flows with multiple interacting shock fronts10990985 · De Sterck H, Poedts2019 · 32 citationsPhysical review letters. 2000;84(24):5524-7
Career total: 207 works. 50 are in this corpus.
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