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08/28/2023
A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator
The computation of approximating e^tA B, where A is a large sparse matri...
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05/16/2023
A model reduction method for large-scale linear multidimensional dynamical systems
In this work, we explore the application of multilinear algebra in reduc...
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03/02/2022
Multilinear Discriminant Analysis using a new family of tensor-tensor products
Multilinear Discriminant Analysis (MDA) is a powerful dimension reductio...
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03/22/2021
Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems
In the present work, we propose new tensor Krylov subspace method for il...
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03/03/2021
RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods
In this paper, we propose different algorithms for the solution of a ten...
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02/20/2021
On the tensor nuclear norm and the total variation regularization for image and video completion
In the present paper we propose two new algorithms of tensor completion ...
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10/24/2020
On some tensor tubal-Krylov subspace methods via the T-product
In the present paper, we introduce new tensor Krylov subspace methods fo...
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06/10/2020
Tensor Krylov subspace methods via the T-product for color image processing
The present paper is concerned with developing tensor iterative Krylov s...
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05/15/2020
Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing
In the present paper, we are interested in developing iterative Krylov s...
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04/12/2020
Tensor extrapolation methods with applications
In this paper, we mainly develop the well-known vector and matrix polyno...
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03/31/2020
The global extended-rational Arnoldi method for matrix function approximation
The numerical computation of matrix functions such as f(A)V, where A is ...
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05/25/2018
Numerical methods for differential linear matrix equations via Krylov subspace methods
In the present paper, we present some numerical methods for computing ap...
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02/10/2018
A generalized matrix Krylov subspace method for TV regularization
This paper presents an efficient algorithm to solve total variation (TV)...
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01/04/2018