Numerical linear algebra software package
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Updated
Sep 16, 2024 - C++
Numerical linear algebra software package
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
A C++/Python library for incomplete LU factorizations based on Jan Mayer's ILU++
Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
A Turbulent CFD solver on CPU and GPU using CUDA and Vulkan
Implementation of the preconditioned Kaczmarz method https://arxiv.org/abs/1903.01806
A set of useful algebraic preconditioners for iterative numerical linear-algebraic methods.
DG0 solver for non-isothermal flow in porous media
Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations
C++ Library of the Linear Conjugate Gradient Methods (LibLCG)
ParaDiag includes diagonalization-based Parallel-in-Time (PinT) algorithms, which can handle both both dissipative and hyperbolic equations.
Main repository of the PSCToolkit package, it contains pointer to all the various part of the library.
Direct optimisation of BPX preconditioners
A small collection of functions associated with radial basis function interpolation and collocation
Implementation of PSGD optimizer in JAX
Preconditioning and Coloring
Neural Net-Based Preconditioners for PDE Solvers
Applied Linear Algebra
Supplementary code for the paper "Quantum Realization of the Finite Element Method"
A research on communication-avoiding preconditioners.
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