Newton-GMRES preconditioning for discontinuous Galerkin discretizations of the Navier–Stokes equations

PO Persson, J Peraire - SIAM Journal on Scientific Computing, 2008 - SIAM
We study preconditioners for the iterative solution of the linear systems arising in the implicit
time integration of the compressible Navier–Stokes equations. The spatial discretization is …

Fault tolerant preconditioned conjugate gradient for sparse linear system solution

M Shantharam, S Srinivasmurthy… - Proceedings of the 26th …, 2012 - dl.acm.org
In scientific applications that involve dense matrices, checksum encodings have yielded"
algorithm-based fault tolerance"(ABFT) in the event of data corruption from either hard or …

[图书][B] Combinatorial scientific computing

U Naumann, O Schenk - 2012 - api.taylorfrancis.com
Combinatorial techniques have become essential tools across the landscape of
computational science, and some of the combinatorial ideas undergirding these tools are …

Combinatorial problems in solving linear systems.

IS Duff, B Uçar - Combinatorial Scientific Computing, 2009 - api.taylorfrancis.com
In this short review paper, we examine the interplay between the solution of sparse linear
systems and combinatorics. Most of this strong association comes from the identification of …

Balanced incomplete factorization

RJJ Bru, M Tůma - SIAM Journal on Scientific Computing, 2008 - SIAM
In this paper we present a new incomplete factorization of a square matrix into triangular
factors in which we get standard LU or LDL^T factors (direct factors) and their inverses …

Efficient preconditioning of sequences of nonsymmetric linear systems

JD Tebbens, M Tůma - SIAM Journal on Scientific Computing, 2007 - SIAM
We present a new approach for approximate updates of factorized nonsymmetric
preconditioners for solving sequences of linear algebraic systems. This approach is …

Modified incomplete Cholesky factorization for solving electromagnetic scattering problems

T Huang, Y Zhang, L Li, W Shao, SJ Lai - Progress In Electromagnetics …, 2009 - jpier.org
In this paper, we study a class of modified incomplete Cholesky factorization preconditioners
LL T with two control parameters including dropping rules. Before computing …

稀疏线性方程组求解中的预处理技术综述

骆志刚, 仲妍, 吴枫 - 计算机工程与科学, 2010 - joces.nudt.edu.cn
稀疏线性方程组的高效求解是数值计算方向的研究热点之一, 其中包括预处理技术的研究.
本文从技术分类的角度, 总结了稀疏线性方程组求解中的预处理技术. 首先 …

Selective Protection for Sparse Iterative Solvers to Reduce the Resilience Overhead

H Sun, A Gainaru, M Shantharam… - 2020 IEEE 32nd …, 2020 - ieeexplore.ieee.org
The increasing scale and complexity of today's high-performance computing (HPC) systems
demand a renewed focus on enhancing the resilience of long-running scientific applications …

Flexible incomplete Cholesky factorization with multi‐parameters to control the number of nonzero elements in preconditioners

Y Zhang, TZ Huang, YF Jing, L Li - Numerical Linear Algebra …, 2012 - Wiley Online Library
An incomplete Cholesky (IC) factorization with multi‐parameters is presented. The marked
virtue of the proposed IC factorization algorithm is to dynamically control the number of …