|
A projection method to solve linear systems in tensor format: A PROJECTION METHOD TO SOLVE LINEAR SYSTEMS IN TENSOR FORMAT
|
journal
|
January 2012 |
|
Truncated low-rank methods for solving general linear matrix equations
|
journal
|
March 2015 |
|
The approximation of one matrix by another of lower rank
|
journal
|
September 1936 |
|
Low rank methods for a class of generalized Lyapunov equations and related issues
|
journal
|
March 2013 |
|
Adaptive stochastic Galerkin FEM with hierarchical tensor representations
|
journal
|
November 2016 |
|
On the convergence of Krylov methods with low-rank truncations
|
journal
|
March 2021 |
|
Proper Generalized Decompositions and Separated Representations for the Numerical Solution of High Dimensional Stochastic Problems
|
journal
|
October 2010 |
|
A multigrid solver for two-dimensional stochastic diffusion equations
|
journal
|
October 2003 |
|
Iterative solution of systems of linear equations arising in the context of stochastic finite elements
|
journal
|
August 2000 |
|
A generalized spectral decomposition technique to solve a class of linear stochastic partial differential equations
|
journal
|
September 2007 |
|
Non-intrusive low-rank separated approximation of high-dimensional stochastic models
|
journal
|
August 2013 |
|
A least-squares approximation of partial differential equations with high-dimensional random inputs
|
journal
|
July 2009 |
|
Solving stochastic systems with low-rank tensor compression
|
journal
|
May 2012 |
|
Backward error and condition number of a generalized Sylvester equation, with application to the stochastic Galerkin method
|
journal
|
June 2020 |
|
Sparse tensor discretizations of high-dimensional parametric and stochastic PDEs
|
journal
|
April 2011 |
|
Solving the stochastic steady-state diffusion problem using multigrid
|
journal
|
April 2007 |
|
Block-diagonal preconditioning for spectral stochastic finite-element systems
|
journal
|
April 2008 |
|
Understanding Alternating Minimization for Matrix Completion
|
conference
|
October 2014 |
|
Rank-Constrained Solutions to Linear Matrix Equations Using PowerFactorization
|
journal
|
July 2009 |
|
Matrix Factorization Techniques for Recommender Systems
|
journal
|
August 2009 |
|
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
|
journal
|
January 2010 |
|
Tensor-Train Decomposition
|
journal
|
January 2011 |
|
Krylov Subspace Methods for Linear Systems with Tensor Product Structure
|
journal
|
January 2010 |
|
Iterative Methods for Sparse Linear Systems
|
book
|
January 2003 |
|
Tensor-Structured Galerkin Approximation of Parametric and Stochastic Elliptic PDEs
|
journal
|
January 2011 |
|
Low-Rank Tensor Krylov Subspace Methods for Parametrized Linear Systems
|
journal
|
October 2011 |
|
An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition
|
journal
|
January 2013 |
|
Model Reduction Based on Proper Generalized Decomposition for the Stochastic Steady Incompressible Navier--Stokes Equations
|
journal
|
January 2014 |
|
Iterative Solvers for a Spectral Galerkin Approach to Elliptic Partial Differential Equations with Fuzzy Coefficients
|
journal
|
January 2013 |
|
IFISS: A Computational Laboratory for Investigating Incompressible Flow Problems
|
journal
|
January 2014 |
|
Computational Methods for Linear Matrix Equations
|
journal
|
January 2016 |
|
A Low-Rank in Time Approach to PDE-Constrained Optimization
|
journal
|
January 2015 |
|
Alternating Minimal Energy Methods for Linear Systems in Higher Dimensions
|
journal
|
January 2014 |
|
An Efficient Reduced Basis Solver for Stochastic Galerkin Matrix Equations
|
journal
|
January 2017 |
|
A Preconditioned Low-Rank Projection Method with a Rank-Reduction Scheme for Stochastic Partial Differential Equations
|
journal
|
January 2017 |
|
Stochastic Least-Squares Petrov--Galerkin Method for Parameterized Linear Systems
|
journal
|
January 2018 |
|
A Low-Rank Multigrid Method for the Stochastic Steady-State Diffusion Problem
|
journal
|
January 2018 |
|
Galerkin Finite Element Approximations of Stochastic Elliptic Partial Differential Equations
|
journal
|
January 2004 |
|
The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
|
journal
|
January 2002 |
|
Low-rank matrix completion using alternating minimization
|
conference
|
June 2013 |
|
Greedy low-rank algorithm for spatial connectome regression
|
journal
|
November 2019 |