A Julia Basket of Hand-Picked Krylov Methods
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Updated
Sep 19, 2024 - Julia
A Julia Basket of Hand-Picked Krylov Methods
Benchmarking Distributed Inexact Policy Iteration for Large-Scale Markov Decision Processes
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
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.
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
Algebraic Multigrid (AMG) Solver Library
Parallel GMRES for solving sparse linear systems
A set of useful algebraic preconditioners for iterative numerical linear-algebraic methods.
Solving linear systems using Krylov Methods
Time-evolution of a wavefunction using a Krylov subspace expansion
ITerative SOLvers package
Python reference implementation of the Newton propagator for quantum dynamics
3D acoustic wave propagation in homogeneous isotropic media using PETSc and Krylov space method
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