krylov-methods

There are 1 repository under krylov-methods topic.

ginkgo-project / ginkgo
Numerical linear algebra software package
cuda dpcpp gpu-computing hip hpc krylov-methods linear-algebra oneapi openmp preconditioning sparse-linear-systems spmv
Language:C++ 523
SciML / LinearSolve.jl
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
julia scientific-machine-learning differential-equations sciml linear-solvers amg distributed-computing factorization gpu krylov-methods linear-algebra multigrid newton-krylov preconditioners
Language:Julia 272
SciML / ExponentialUtilities.jl
Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. All your exponential needs in SciML form.
julia high-performance exponential krylov krylov-methods krylov-subspace-methods sciml scientific-machine-learning differential-equations expokit gpu matrix-exponential matrix-exponentials expmv kiops
Language:Julia 100
JuliaQuantumControl / QuantumPropagators.jl
Propagators for Quantum Dynamics and Optimal Control
quantum quantum-mechanics krylov-methods numerical-methods chebyshev julia
Language:Julia 20
Jhuighuy / StormRuler
A very high order FVM framework
computational-fluid-dynamics krylov-methods high-performance-computing finite-volume-methods cfd hpc solver multiphysics unstructured-meshes
Language:C++ 16
Helmholtz-AI-Energy / pyGinkgo
PyGinkgo is a Python binding for the Ginkgo framework, providing access to Ginkgo's powerful linear algebra capabilities from Python.
gpu-computing high-performance-computing krylov-methods preconditioning sparse-linear-algebra
Language:Python 14
szymonmaszke / numpp
Research library for compile time optimization
cpp numerical-methods numerical-optimization numerical-library compilation compile-time cpp17 research-project research-paper research symbolic-computation algebra matrices krylov-methods docker contributions travis-ci
Language:C++ 12
athtareq / iterativeKrylovAlgorithms
Intro algorithms to iterative Krylov methods for solving large sparse systems
matlab krylov-methods krylov-subspace-methods lanczos gmres fom arnoldi-algorithm
Language:MATLAB 10
RalphAS / PeriodicSchurDecompositions.jl
Julia package for periodic Schur decompositions of matrix products
eigenvalues julia krylov-methods linear-algebra periodic
Language:Julia 10
komahanb / linear-nonlinear-algebra
Fortran/Python linear algebra utilities
gauss-jacobi gauss-seidel conjugate-gradient preconditioned-conjugate-gradient krylov-methods steepest-descent linear-algebra linear-algebra-library
Language:Fortran 4
Atulsingh92 / Model-Order-Reduction-project
ansys krylov-methods model-order-reduction simplorer
1
chkue / Sarim
Fitting STAR models using MCMC methods and Krylov subspace methods
r cpp rcpp krylov-methods
Language:C++ 1
FMatti / roughly
The user friendly randomized numerical linear algebra package
krylov-methods numerical-linear-algebra randomized-algorithms
Language:Python 1
hdelan / MSc-HPC-Final-Project
In this project I implement a CUDA Lanczos method to approximate the matrix exponential. The matrix exponential is an important centrality measure for large, sparse graphs.
krylov-methods cuda graph-algorithms
Language:Cuda 1
lkeegan / blockCG
Reference implementations of SBCGrQ and other Block Conjugate-Gradient iterative Krylov solvers in C++/Eigen
conjugate-gradient krylov-methods block-solvers lattice-qcd rhmc
Language:C++ 1
prj- / jolivet2020petsc
KSPHPDDM and PCHPDDM
freefem krylov-methods petsc preconditioners slepc
Language:C 1
jhlfrfufyfn / computational-math-course
Assignments for CMA course from the BSU
computational-mathematics gauss-elimination krylov-methods python
Language:Python 0
MaTso7 / laplace_restarting
MATLAB package for F(A)*b with F a Laplace transform or complete Bernstein function
krylov-methods krylov-subspace-methods laplace-transform matrix-functions numerical-linear-algebra
Language:MATLAB 0
mll-gh / DQGMRES.jl
modification of GMRES adapted from JuliaLinearAlgebra/IterativeSolvers.jl
gmres iterative-methods krylov-methods krylov-subspace-methods linear-algebra numerical-optimization julia
Language:Julia 0
jagot / magnus
exponentiation propagators krylov krylov-methods chebyshev
Language:C++