Learning from reproducing computational results: introducing three principles and the Reproduction Package

MS Krafczyk, A Shi, A Bhaskar… - … Transactions of the …, 2021 - royalsocietypublishing.org
We carry out efforts to reproduce computational results for seven published articles and
identify barriers to computational reproducibility. We then derive three principles to guide the …

A preconditioned MINRES method for block lower triangular Toeplitz systems

C Li, X Lin, S Hon, SL Wu - Journal of Scientific Computing, 2024 - Springer
In this study, a novel preconditioner based on the absolute-value block α-circulant matrix
approximation is developed, specifically designed for nonsymmetric dense block lower …

A parallel-in-time two-sided preconditioning for all-at-once system from a non-local evolutionary equation with weakly singular kernel

X Lin, MK Ng, Y Zhi - Journal of Computational Physics, 2021 - Elsevier
In this paper, we study a parallel-in-time (PinT) algorithm for all-at-once system from a non-
local evolutionary equation with weakly singular kernel where the temporal term involves a …

Multigrid waveform relaxation for the time-fractional heat equation

FJ Gaspar, C Rodrigo - SIAM Journal on Scientific Computing, 2017 - SIAM
In this work, we propose an efficient and robust multigrid method for solving the time-
fractional heat equation. Due to the nonlocal property of fractional differential operators …

Absolute-value based preconditioner for complex-shifted Laplacian systems

X Lin, C Li, S Hon - arxiv preprint arxiv:2408.00488, 2024 - arxiv.org
The complex-shifted Laplacian systems arising in a wide range of applications. In this work,
we propose an absolute-value based preconditioner for solving the complex-shifted …

Approximate inversion method for time‐fractional subdiffusion equations

X Lu, HK Pang, HW Sun… - Numerical Linear Algebra …, 2018 - Wiley Online Library
The finite‐difference method applied to the time‐fractional subdiffusion equation usually
leads to a large‐scale linear system with a block lower triangular Toeplitz coefficient matrix …

Using hierarchical matrices in the solution of the time-fractional heat equation by multigrid waveform relaxation

X Hu, C Rodrigo, FJ Gaspar - Journal of Computational Physics, 2020 - Elsevier
This work deals with the efficient numerical solution of the time-fractional heat equation
discretized on non-uniform temporal meshes. Non-uniform grids are essential to capture the …

Incomplete iterative solution of subdiffusion

B **, Z Zhou - Numerische Mathematik, 2020 - Springer
In this work, we develop an efficient incomplete iterative scheme for the numerical solution of
the subdiffusion model involving a Caputo derivative of order α ∈ (0, 1) α∈(0, 1) in time. It is …

Fast solution algorithms for exponentially tempered fractional diffusion equations

SL Lei, D Fan, X Chen - Numerical Methods for Partial …, 2018 - Wiley Online Library
In this article, a fast‐iterative method and a fast‐direct method is proposed for solving one‐
dimensional and two‐dimensional tempered fractional diffusion equations with constant …

Multigrid algorithm based on hybrid smoothers for variational and selective segmentation models

M Roberts, K Chen, KL Irion - International Journal of Computer …, 2019 - Taylor & Francis
Automatic segmentation of an image to identify all meaningful parts is one of the most
challenging as well as useful tasks in a number of application areas. This is widely studied …