Hans De Sterck

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All published works

Action	Title	Year	Authors
+ PDF Chat	Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems	2024	Thanin Quartz Ruikun Zhou Hans De Sterck Jun Liu
+ PDF Chat	MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization	2024	Andersen Ang Hans De Sterck Stephen A. Vavasis
+ PDF Chat	Sum-of-norms regularized Nonnegative Matrix Factorization	2024	Andersen Ang Waqas Bin Hamed Hans De Sterck
+ PDF Chat	Multilevel Monte Carlo Methods for Stochastic Convection–Diffusion Eigenvalue Problems	2024	Tiangang Cui Hans De Sterck Alexander D. Gilbert Stanislav Polishchuk Robert Scheichl
+ PDF Chat	First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models	2024	Yifan Qu Oliver A. Krzysik Hans De Sterck Omer Ege Kara
+	Parallel-in-Time Methods for Method-of-Lines Discretizations of Nonlinear Hyperbolic PDEs and Systems (Final Report)	2024	Hans De Sterck Oliver A. Krzysik
+	Parallel-in-time solution of scalar nonlinear conservation laws	2024	Hans De Sterck Robert D. Falgout O. A. Krzysik Jacob B. Schroder
+	Fast Multigrid Reduction-in-Time for Advection via Modified Semi-Lagrangian Coarse-Grid Operators	2023	Hans De Sterck Robert D. Falgout Oliver A. Krzysik
+	Efficient Multigrid Reduction-in-Time for Method-of-Lines Discretizations of Linear Advection	2023	Hans De Sterck Robert D. Falgout Oliver A. Krzysik Jacob B. Schroder
+	MGProx: A nonsmooth multigrid proximal gradient method with adaptive restriction for strongly convex optimization	2023	Andersen Ang Hans De Sterck Stephen A. Vavasis
+	Multilevel Monte Carlo methods for stochastic convection-diffusion eigenvalue problems	2023	Tiangang Cui Hans De Sterck Alexander D. Gilbert Stanislav Polishchuk Robert Scheichl
+	Fast Multipole Attention: A Divide-and-Conquer Attention Mechanism for Long Sequences	2023	Yanming Kang Giang Tran Hans De Sterck
+	On the convergence of restarted Anderson acceleration for symmetric linear systems	2023	Hans De Sterck Oliver A. Krzysik Adam Smith
+ PDF Chat	Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	2022	Hans De Sterck Yunhui He
+	Parallel-in-Time Integration for Nonlinear Hyperbolic Problems (Final Report)	2022	Hans De Sterck Oliver A. Krzysik
+	Fast Solution of Fully Implicit Runge--Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting	2022	Ben S. Southworth Oliver A. Krzysik Will Pazner Hans De Sterck
+	Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees	2022	Ruikun Zhou Thanin Quartz Hans De Sterck Jun Liu
+	Downlink Compression Improves TopK Sparsification	2022	William Y. Zou Hans De Sterck Jun Liu
+	High‐order implicit time‐stepping with high‐order central essentially‐non‐oscillatory methods for unsteady three‐dimensional computational fluid dynamics simulations	2021	Thien Binh Nguyen Hans De Sterck Lucie Fréret C. P. T. Groth
+	Fully Implicit Time Integration: Fast Solvers and Implicit-Explicit Schemes [Slides]	2021	Ben S. Southworth Oliver A. Krzysik Tomasso Buvoli Will Pazner Hans De Sterck
+ PDF Chat	On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM	2021	Da‐Wei Wang Yunhui He Hans De Sterck
+	Parallel-In-Time Integration for Hyperbolic Problems (Final Report)	2021	Hans De Sterck Oliver A. Krzysik
+ PDF Chat	Optimizing multigrid reduction‐in‐time and Parareal coarse‐grid operators for linear advection	2021	Hans De Sterck Robert D. Falgout Stephanie Friedhoff Oliver A. Krzysik Scott MacLachlan
+ PDF Chat	On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES	2021	Hans De Sterck Yunhui He
+ PDF Chat	Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods	2021	Yunhui He Sander Rhebergen Hans De Sterck
+	Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	2021	Hans De Sterck Yunhui He
+	Anderson Acceleration as a Krylov Method with Application to Asymptotic Convergence Analysis	2021	Hans De Sterck Yunhui He
+	Fast solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting	2021	Ben S. Southworth Oliver A. Krzysik Will Pazner Hans De Sterck
+	Quantifying the asymptotic linear convergence speed of Anderson Acceleration applied to ADMM.	2020	Dawei Wang Yunhui He Hans De Sterck
+ PDF Chat	Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms	2020	Drew Mitchell Nan Ye Hans De Sterck
+	Local Fourier analysis of multigrid for hybridized and embedded discontinuous Galerkin methods	2020	Yunhui He Sander Rhebergen Hans De Sterck
+	On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES	2020	Hans De Sterck Yunhui He
+	N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations	2020	Aaron Baier-Reinio Hans De Sterck
+	On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM	2020	Dawei Wang Yunhui He Hans De Sterck
+ PDF Chat	Convergence analysis for parallel‐in‐time solution of hyperbolic systems	2019	Hans De Sterck Stephanie Friedhoff Alexander J. M. Howse Scott MacLachlan
+	Optimizing MGRIT and Parareal coarse-grid operators for linear advection	2019	Hans De Sterck Robert D. Falgout Stephanie Friedhoff Oliver A. Krzysik Scott MacLachlan
+	Convergence analysis for parallel-in-time solution of hyperbolic systems	2019	Hans De Sterck Stephanie Friedhoff Alexander J. M. Howse Scott MacLachlan
+	Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations	2019	Alexander J. M. Howse Hans De Sterck Robert D. Falgout Scott MacLachlan Jacob B. Schroder
+	On selecting coarse-grid operators for Parareal and MGRIT applied to linear advection	2019	Oliver A. Krzysik Hans De Sterck Scott MacLachlan Stephanie Friedhoff
+	Convergence analysis for parallel-in-time solution of hyperbolic systems	2019	Hans De Sterck Stephanie Friedhoff Alexander J. M. Howse Scott MacLachlan
+	Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition	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	2018	Drew Mitchell Nan Ye Hans De Sterck
+ PDF Chat	Nonlinearly preconditioned L‐BFGS as an acceleration mechanism for alternating least squares with application to tensor decomposition	2018	Hans De Sterck Alexander J. M. Howse
+	Nonlinearly Preconditioned L-BFGS as an Acceleration Mechanism for Alternating Least Squares, with Application to Tensor Decomposition	2018	Hans De Sterck Alexander J. M. Howse
+ PDF Chat	Analytic models for SIR disease spread on random spatial networks	2018	John Lang Hans De Sterck Jamieson L. Kaiser Joel C. Miller
+	Research and Education in Computational Science and Engineering	2018	Ulrich Rüde Karen Willcox Lois Curfman McInnes Hans De Sterck
+	Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms	2018	Drew Mitchell Nan Ye Hans De Sterck
+	Nonlinearly Preconditioned L-BFGS as an Acceleration Mechanism for Alternating Least Squares, with Application to Tensor Decomposition	2018	Hans De Sterck Alexander J. M. Howse
+ PDF Chat	The statistical mechanics of human weight change	2017	John Lang Hans De Sterck Daniel M. Abrams
+	Random Spatial Networks: Small Worlds without Clustering, Traveling Waves, and Hop-and-Spread Disease Dynamics	2017	John Lang Hans De Sterck Jamieson L. Kaiser Joel C. Miller
+	A Parallel High-Order CENO Finite-Volume Scheme with AMR for Three-Dimensional Ideal MHD Flows	2017	Lucie Fréret C. P. T. Groth Hans De Sterck
+	Research and Education in Computational Science and Engineering	2016	Ulrich Rüde Karen Willcox Lois Curfman McInnes Hans De Sterck George Biros Hans Bungartz James Corones Evin Cramer James L. Crowley Omar Ghattas
+ PDF Chat	A polynomial expansion line search for large-scale unconstrained minimization of smooth <i>L</i><sub>2</sub>-regularized loss functions, with implementation in Apache Spark	2016	Michael B Hynes Hans De Sterck
+ PDF Chat	A hierarchy of linear threshold models for the spread of political revolutions on social networks	2016	Jas C. Lang Hans De Sterck
+	GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach	2016	Shawn Brunsting Hans De Sterck Remco Dolman Teun van Sprundel
+	Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions	2016	Hans De Sterck Alexander J. M. Howse
+	Research and Education in Computational Science and Engineering	2016	Ulrich Rüde Karen Willcox Lois Curfman McInnes Hans De Sterck George Biros Hans Bungartz James Corones Evin Cramer James L. Crowley Omar Ghattas
+	GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach	2016	Shawn Brunsting Hans De Sterck Remco Dolman Teun van Sprundel
+ PDF Chat	The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking	2015	John Lang Daniel M. Abrams Hans De Sterck
+ PDF Chat	Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark	2015	Manda Winlaw Michael B Hynes Anthony L. Caterini Hans De Sterck
+	A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark	2015	Michael B Hynes Hans De Sterck
+	Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark	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	2015	Manda Winlaw Michael B Hynes Anthony L. Caterini Hans De Sterck
+	A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark	2015	Michael B Hynes Hans De Sterck
+	High-order central ENO finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids	2014	Lucian Ivan Hans De Sterck A. Susanto C. P. T. Groth
+ PDF Chat	A nonlinearly preconditioned conjugate gradient algorithm for rank‐<i>R</i> canonical tensor approximation	2014	Hans De Sterck Manda Winlaw
+	A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation	2014	Hans De Sterck Manda Winlaw
+ PDF Chat	The Arab Spring: A simple compartmental model for the dynamics of a revolution	2014	John Lang Hans De Sterck
+	A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation	2014	Hans De Sterck Manda Winlaw
+	FINAL REPORT (MILESTONE DATE 9/30/13) FOR SUBCONTRACT NO. B603393: "CLUSTERING AND RANDOMIZATION FOR LARGE GRAPHS AND HYPERGRAPHS"	2013	Hans De Sterck
+ PDF Chat	High-order central ENO finite-volume scheme for ideal MHD	2013	A. Susanto Lucian Ivan Hans De Sterck C. P. T. Groth
+ PDF Chat	An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition	2013	Hans De Sterck Killian Miller
+ PDF Chat	Steepest descent preconditioning for nonlinear GMRES optimization	2012	Hans De Sterck
+ PDF Chat	Generalized Monte Carlo loop algorithm for two-dimensional frustrated Ising models	2012	Yuan Wang Hans De Sterck Roger G. Melko
+ PDF Chat	Some majorization inequalities for coneigenvalues	2012	Hans De Sterck Minghua Lin
+ PDF Chat	A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs	2012	Hans De Sterck
+ PDF Chat	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition	2012	Hans De Sterck
+	An adaptive algebraic multigrid algorithm for low-rank canonical tensor decomposition	2011	Hans De Sterck Killian Miller
+ PDF Chat	Fast multilevel methods for Markov chains	2011	Hans De Sterck Killian Miller Eran Treister Irad Yavneh
+	Cluster newton method for sampling multiple solutions of an underdetermined inverse problem: Parameter identification for pharmacokinetics	2011	Yasunori Aoki Ken Hayami Hans De Sterck Akihiko Konagaya
+	Steepest Descent Preconditioning for Nonlinear GMRES Optimization	2011	Hans De Sterck
+	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition	2011	Hans De Sterck
+	A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs	2011	Hans De Sterck
+	Iterant recombination with one-norm minimization for multilevel Markov chain algorithms via the ellipsoid method	2011	Hans De Sterck Killian Miller Geoffrey Sanders
+	Steepest Descent Preconditioning for Nonlinear GMRES Optimization	2011	Hans De Sterck
+	An adaptive algebraic multigrid algorithm for low-rank canonical tensor decomposition	2011	Hans De Sterck Killian Miller
+	A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs	2011	Hans De Sterck
+	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition	2011	Hans De Sterck
+	Top-level acceleration of adaptive algebraic multilevel methods for steady-state solution to Markov chains	2010	Hans De Sterck Killian Miller Thomas A. Manteuffel Geoffrey Sanders
+	Hybrid MPI-Cell Parallelism for Hyperbolic PDE Simulation on a Cell Processor Cluster	2010	Scott Rostrup Hans De Sterck
+	Algebraic Multigrid for Markov Chains	2010	Hans De Sterck Thomas A. Manteuffel Steve McCormick Killian Miller J. Ruge Geoffrey Sanders
+	Explicit and Implicit Parallel Upwind Monotone Residual Distribution Solver for the Time Dependent Ideal 3D Magnetohydrodynamic Equations on Unstructured Grids	2009	Árpád Csı́k Hans De Sterck Mario Ricchiuto Stefaan Poedts H. Deconinck Dirk Roose
+ PDF Chat	Monte Carlo study of degenerate ground states and residual entropy in a frustrated honeycomb lattice Ising model	2009	Shawn Andrews Hans De Sterck Stephen Inglis Roger G. Melko
+ PDF Chat	Critical Point Analysis of Transonic Flow Profiles with Heat Conduction	2007	Hans De Sterck
+ PDF Chat	Numerical Conservation Properties of <i>H</i>(div)-Conforming Least-Squares Finite Element Methods for the Burgers Equation	2005	Hans De Sterck Thomas A. Manteuffel Stephen F. McCormick Luke N. Olson
+	An arbitrary Lagrangian Eulerian formulation for residual distribution schemes on moving grids	2002	C. Michler Hans De Sterck H. Deconinck
+	Hyperbolic theory of the “shallow water” magnetohydrodynamics equations	2001	Hans De Sterck
+	Overcompressive Shocks and Compound Shocks in 2D and 3D Magnetohydrodynamic Flows	2001	Hans De Sterck Stefaan Poedts
+	Complex Interacting Shock Fronts Induced by Fast CMEs	1999	Hans De Sterck Stefaan Poedts
+ PDF Chat	A Bow Shock Flow Containing (Almost) All Types of (‘Exotic’) MHD Discontinuities	1999	Hans De Sterck H. Deconinck Stefaan Poedts Dirk Roose

Common Coauthors

Coauthor	Papers Together
Oliver A. Krzysik	13
Yunhui He	10
Alexander J. M. Howse	8
Killian Miller	7
Scott MacLachlan	7
Stephanie Friedhoff	6
Robert D. Falgout	6
Manda Winlaw	6
Michael B Hynes	6
John Lang	5
Drew Mitchell	4
Stefaan Poedts	4
C. P. T. Groth	4
Karen Willcox	3
Thomas A. Manteuffel	3
Ulrich Rüde	3
Ben S. Southworth	3
Lois Curfman McInnes	3
Will Pazner	3
H. Deconinck	3
Andersen Ang	3
Nan Ye	3
Jacob B. Schroder	3
Anthony L. Caterini	3
Geoffrey Sanders	3
Lucian Ivan	2
Sander Rhebergen	2
Teun van Sprundel	2
Suzanne M. Shontz	2
Stefan Mayer	2
Hans Bungartz	2
Max Gunzburger	2
Omar Ghattas	2
Anne Trefethen	2
Remco Dolman	2
James Corones	2
A. Susanto	2
Tiangang Cui	2
Vladimir Voevodin	2
George Biros	2
David E. Keyes	2
Dirk Roose	2
Jamieson L. Kaiser	2
Barbara Wohlmuth	2
Lucie Fréret	2
Thanin Quartz	2
Kirk E. Jordan	2
Stephen A. Vavasis	2
Rolf Krause	2
Ruikun Zhou	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	A Nonlinear GMRES Optimization Algorithm for Canonical Tensor Decomposition	2012	Hans De Sterck	15
+	Anderson Acceleration for Fixed-Point Iterations	2011	Homer F. Walker Peng Ni	15
+ PDF Chat	Two classes of multisecant methods for nonlinear acceleration	2008	Haw‐ren Fang Yousef Saad	15
+ PDF Chat	Iterative Procedures for Nonlinear Integral Equations	1965	Donald G. Anderson	15
+	A scalable optimization approach for fitting canonical tensor decompositions	2011	Evrim Acar Daniel Dunlavy Tamara G. Kolda	13
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	12
+	Krylov Subspace Acceleration of Nonlinear Multigrid with Application to Recirculating Flows	2000	Cornelis W. Oosterlee Takumi Washio	11
+ PDF Chat	A nonlinearly preconditioned conjugate gradient algorithm for rank‐<i>R</i> canonical tensor approximation	2014	Hans De Sterck Manda Winlaw	10
+ PDF Chat	Multi-level adaptive solutions to boundary-value problems	1977	Achi Brandt	9
+	KRYLOV SUBSPACE ACCELERATION FOR NONLINEAR MULTIGRID SCHEMES	1997	Takumi Washio Cornelis W. Oosterlee	9
+ PDF Chat	Composing Scalable Nonlinear Algebraic Solvers	2015	Peter Brune Matthew G. Knepley Barry Smith Xuemin Tu	9
+ PDF Chat	Steepest descent preconditioning for nonlinear GMRES optimization	2012	Hans De Sterck	9
+	A SURVEY OF NONLINEAR CONJUGATE GRADIENT METHODS	2005	William W. Hager Hongchao Zhang	9
+	Parallel Time Integration with Multigrid	2014	Robert D. Falgout Stephanie Friedhoff Tzanio Kolev Scott MacLachlan Jacob B. Schroder	8
+	Two-Level Convergence Theory for Multigrid Reduction in Time (MGRIT)	2017	Veselin Dobrev Tzanio Kolev N. Anders Petersson Jacob B. Schroder	8
+	Convergence Analysis for Anderson Acceleration	2015	Alex Toth C. T. Kelley	8
+	Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions	2016	Hans De Sterck Alexander J. M. Howse	7
+ PDF Chat	Line search algorithms with guaranteed sufficient decrease	1994	Jorge J. Morè David J. Thuente	7
+ PDF Chat	Résolution d'EDP par un schéma en temps «pararéel »	2001	J. L. Lions Yvon Maday Gabriel Turinici	7
+	Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations	2019	Alexander J. M. Howse Hans De Sterck Robert D. Falgout Scott MacLachlan Jacob B. Schroder	7
+	Analysis of the Parareal Time‐Parallel Time‐Integration Method	2007	Martin J. Gander Stefan Vandewalle	7
+ PDF Chat	GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems	1986	Yousef Saad Martin H. Schultz	7
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	7
+	Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis	1970	Richard A. Harshman	6
+	A comparison of algorithms for fitting the PARAFAC model	2004	Giorgio Tomasi Rasmus Bro	6
+ PDF Chat	Communication-aware adaptive Parareal with application to a nonlinear hyperbolic system of partial differential equations	2018	Allan S. Nielsen Gilles Brunner Jan S. Hesthaven	6
+	Poblano v1.0 : a Matlab toolbox for gradient-based optimization.	2010	Daniel Dunlavy Evrim Acar Tamara G. Kolda	6
+ PDF Chat	Numerical solution of nonlinear elliptic partial differential equations by a generalized conjugate gradient method	1978	Paul Concus Gene H. Golub Dianne P. O’Leary	6
+ PDF Chat	Adaptive Restart for Accelerated Gradient Schemes	2013	Brendan O’Donoghue Emmanuel J. Candès	6
+	A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search	2005	William W. Hager Hongchao Zhang	6
+	A multigrid tutorial	1987	William L. Briggs	5
+ PDF Chat	Convergence of the multigrid reduction in time algorithm for the linear elasticity equations	2018	Andreas Hessenthaler David Nordsletten Oliver Röhrle Jacob B. Schroder Robert D. Falgout	5
+	Multigrid Reduction in Time for Nonlinear Parabolic Problems: A Case Study	2017	Robert D. Falgout Thomas A. Manteuffel B. O'Neill Jacob B. Schroder	5
+ PDF Chat	50 Years of Time Parallel Time Integration	2015	Martin J. Gander	5
+ PDF Chat	Introduction to the Numerical Solution of Markov Chains	1995	William J. Stewart	5
+ PDF Chat	A Proof That Anderson Acceleration Improves the Convergence Rate in Linearly Converging Fixed-Point Methods (But Not in Those Converging Quadratically)	2020	Claire Evans Sara Pollock Leo G. Rebholz Mengying Xiao	5
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	5
+ PDF Chat	A multi-level solution algorithm for steady-state Markov chains	1994	Graham Horton Scott T. Leutenegger	5
+ PDF Chat	Convergence analysis for parallel‐in‐time solution of hyperbolic systems	2019	Hans De Sterck Stephanie Friedhoff Alexander J. M. Howse Scott MacLachlan	5
+ PDF Chat	On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES	2021	Hans De Sterck Yunhui He	5
+	Iterative Solution of Nonlinear Equations in Several Variables	2000	J. M. Ortega Werner C. Rheinboldt	5
+ PDF Chat	Nonlinearly preconditioned L‐BFGS as an acceleration mechanism for alternating least squares with application to tensor decomposition	2018	Hans De Sterck Alexander J. M. Howse	5
+	Enhanced Line Search: A Novel Method to Accelerate PARAFAC	2008	Myriam Rajih Pierre Comon Richard A. Harshman	5
+ PDF Chat	Fast Alternating Direction Optimization Methods	2014	Tom Goldstein Brendan O’Donoghue Simon Setzer Richard G. Baraniuk	5
+ PDF Chat	Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation	2018	Andersen Ang Nicolas Gillis	4
+	On-the-Fly Adaptive Smoothed Aggregation Multigrid for Markov Chains	2011	Eran Treister Irad Yavneh	4
+	Differential-geometric Newton method for the best rank-(R 1, R 2, R 3) approximation of tensors	2008	Mariya Ishteva Lieven De Lathauwer P.-A. Absil Sabine Van Huffel	4
+ PDF Chat	Stable Parareal in Time Method for First- and Second-Order Hyperbolic Systems	2013	Xiaoying Dai Yvon Maday	4
+ PDF Chat	A numerical study of a semi-Lagrangian Parareal method applied to the viscous Burgers equation	2018	Andreas Schmitt Martin Schreiber Pedro S. Peixoto Michael Schäfer	4
+	A conjugate gradient approach to nonlinear elliptic boundary value problems in irregular regions	1974	Richard H. Bartels James W. Daniel	4