Projects in Awesome Lists tagged with krylov-methods

https://github.com/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

Last synced: 15 May 2025

https://github.com/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.

amg differential-equations distributed-computing factorization gpu julia krylov-methods linear-algebra linear-solvers multigrid newton-krylov preconditioners scientific-machine-learning sciml

Last synced: 08 Apr 2026

https://github.com/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.

amg differential-equations distributed-computing factorization gpu julia krylov-methods linear-algebra linear-solvers multigrid newton-krylov preconditioners scientific-machine-learning sciml

Last synced: 04 May 2025

https://github.com/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.

differential-equations expmv expokit exponential gpu high-performance julia kiops krylov krylov-methods krylov-subspace-methods matrix-exponential matrix-exponentials scientific-machine-learning sciml

Last synced: 16 May 2025

https://github.com/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.

differential-equations expmv expokit exponential gpu high-performance julia kiops krylov krylov-methods krylov-subspace-methods matrix-exponential matrix-exponentials scientific-machine-learning sciml

Last synced: 04 May 2025

https://github.com/juliaquantumcontrol/quantumpropagators.jl

Propagators for Quantum Dynamics and Optimal Control

chebyshev julia krylov-methods numerical-methods quantum quantum-mechanics

Last synced: 16 Oct 2025

https://github.com/szymonmaszke/numpp

Research library for compile time optimization

algebra compilation compile-time contributions cpp cpp17 docker krylov-methods matrices numerical-library numerical-methods numerical-optimization research research-paper research-project symbolic-computation travis-ci

Last synced: 20 Jun 2025

https://github.com/ralphas/periodicschurdecompositions.jl

Julia package for periodic Schur decompositions of matrix products

eigenvalues julia krylov-methods linear-algebra periodic

Last synced: 07 Mar 2026

https://github.com/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

Last synced: 13 Sep 2025

https://github.com/lkeegan/blockcg

Reference implementations of SBCGrQ and other Block Conjugate-Gradient iterative Krylov solvers in C++/Eigen

block-solvers conjugate-gradient krylov-methods lattice-qcd rhmc

Last synced: 27 Mar 2025

https://github.com/prj-/jolivet2020petsc

KSPHPDDM and PCHPDDM

freefem krylov-methods petsc preconditioners slepc

Last synced: 22 Apr 2026

https://github.com/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.

cuda graph-algorithms krylov-methods

Last synced: 12 Apr 2025