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Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics

SIAM journal on scientific computing, 2014-01, Vol.36 (1), p.B14-B44

2014

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On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES

SIAM journal on scientific computing, 2021-01, Vol.43 (5), p.S21-S46

2021

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Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods

SIAM journal on scientific computing, 2021-01, Vol.43 (5), p.S612-S636

2021

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Fast Solution of Fully Implicit Runge--Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting

SIAM journal on scientific computing, 2022-01, Vol.44 (1), p.A416-A443

2022

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Research and Education in Computational Science and Engineering

SIAM review, 2018, Vol.60 (3), p.707-754

2018

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Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations

SIAM journal on scientific computing, 2019-01, Vol.41 (1), p.A538-A565

2019

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Anderson Acceleration as a Krylov Method with Application to Convergence Analysis

Journal of scientific computing, 2024-04, Vol.99 (1), p.12, Article 12

2024

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A scalable parallel computing SPH framework for predictions of geophysical granular flows

Computers and geotechnics, 2020-05, Vol.121, p.103474, Article 103474

2020

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Numerical investigation of the mechanism of granular flow impact on rigid control structures

Acta geotechnica, 2021-08, Vol.16 (8), p.2505-2527

2021

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Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions

SIAM journal on scientific computing, 2016-01, Vol.38 (2), p.A997-A1018

2016

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Optimizing multigrid reduction‐in‐time and Parareal coarse‐grid operators for linear advection

Numerical linear algebra with applications, 2021-08, Vol.28 (4), p.n/a

2021

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An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition

SIAM journal on scientific computing, 2013-01, Vol.35 (1), p.B1-B24

2013

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A nonlinearly preconditioned conjugate gradient algorithm for rank-R canonical tensor approximation

Numerical linear algebra with applications, 2015-05, Vol.22 (3), p.410-432

2015

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New SISC Section on Scientific Machine Learning

SIAM journal on scientific computing, 2024-01, Vol.46 (1), p.vii-viii

De Sterck, Hans

2024

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Nonnegative Unimodal Matrix Factorization

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.3270-3274

2021

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A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs

SIAM journal on scientific computing, 2012-01, Vol.34 (4), p.A2092-A2117

De Sterck, Hans

2012

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Special Section on Two Themes: CSE Software and Big Data in CSE

SIAM journal on scientific computing, 2016-01, Vol.38 (5), p.S1-S2

2016

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An integrated data-driven solar wind – CME numerical framework for space weather forecasting

Journal of space weather and space climate, 2021, Vol.11, p.8

2021

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Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark

2015 IEEE 21st International Conference on Parallel and Distributed Systems (ICPADS), 2015, p.682-691

2015

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MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization

SIAM journal on optimization, 2024-09, Vol.34 (3), p.2788-2820

2024

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Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis

SIAM journal on matrix analysis and applications, 2022-01, Vol.43 (4), p.1755-1783

2022

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On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM

Journal of scientific computing, 2021-08, Vol.88 (2), p.38, Article 38

2021

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Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms

Numerical linear algebra with applications, 2020-08, Vol.27 (4), p.n/a

2020

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Enhancing reproducibility of research papers in SISC, JSC and JCP

Journal of computational physics, 2023-07, Vol.484, p.112088, Article 112088

2023

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Fast multilevel methods for Markov chains

Numerical linear algebra with applications, 2011-11, Vol.18 (6), p.961-980

2011

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Cluster Newton Method for Sampling Multiple Solutions of Underdetermined Inverse Problems: Application to a Parameter Identification Problem in Pharmacokinetics

On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES

Local Fourier Analysis of Multigrid for Hybridized and Embedded Discontinuous Galerkin Methods

Fast Solution of Fully Implicit Runge--Kutta and Discontinuous Galerkin in Time for Numerical PDEs, Part I: the Linear Setting

Research and Education in Computational Science and Engineering

Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations

Anderson Acceleration as a Krylov Method with Application to Convergence Analysis

A scalable parallel computing SPH framework for predictions of geophysical granular flows

Numerical investigation of the mechanism of granular flow impact on rigid control structures

Nonlinearly Preconditioned Optimization on Grassmann Manifolds for Computing Approximate Tucker Tensor Decompositions

Optimizing multigrid reduction‐in‐time and Parareal coarse‐grid operators for linear advection

An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition

A nonlinearly preconditioned conjugate gradient algorithm for rank-R canonical tensor approximation

New SISC Section on Scientific Machine Learning

Nonnegative Unimodal Matrix Factorization

A Self-Learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs

Special Section on Two Themes: CSE Software and Big Data in CSE

An integrated data-driven solar wind – CME numerical framework for space weather forecasting

Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark

MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization

Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis

On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM

Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms

Enhancing reproducibility of research papers in SISC, JSC and JCP

Fast multilevel methods for Markov chains

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