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Nicolas Venkovic's Projects

cpp-anisotropic-green-function icon cpp-anisotropic-green-function

Python wrapped C++ code for bottom-up dynamic computation of high order gradient components of 2D linear elastic Green functions in anistropic, orthotropic, R0-orthotropic, square symmetric and isotropic media.

cpp-hashin-shtrikman-polynomial icon cpp-hashin-shtrikman-polynomial

Python wrapped C++ funky discretization of PDE with high order Minkowski tensors for non-convex anisotropic polycrystals based on the Hashin-Shtrikman variational principle with piecewise polynomial trial fields.

cpp-n-pcf icon cpp-n-pcf

C++ code for FFT-based estimation of 2- and 3-points correlation functions of 2D signals sampled on structured grids.

fortran-get-vol-omp icon fortran-get-vol-omp

OpenMP Fortran code to compute volumes and connectivity of 3D weighted Voronoi diagrams associated with marked point patterns.

julia-gp-circulant-embedding icon julia-gp-circulant-embedding

Julia code to enable fast and low storage matrix-vector products with covariance matrices of stationary Gaussian processes.

julia-phd-krylov-spdes icon julia-phd-krylov-spdes

Julia code and Python post-processing scripts for the PhD thesis of Venkovic (2023): Galerkin P1 finite element method, geometric domain decomposition, recycled conjugate gradient algorithms and preconditioning strategies for 2D random variable coefficient Poisson equations with parallel computation of Karhunen-Loève decompositions.

julia-recycling-iterative-solvers icon julia-recycling-iterative-solvers

Julia code to benchmark recycling Krylov subspace strategies for sequences of linear systems with multiple right-hand sides and/or sparse SPD matrices.

metis.jl icon metis.jl

Julia interface to Metis graph partitioning

ml-gp-reg icon ml-gp-reg

Iterative methods for Gaussian process regression

py-deflation-precond-strategies-sde icon py-deflation-precond-strategies-sde

Enables testing and applications of deflation and preconditioning strategies to solve sequences of sampled finite element (FE) discretizations of stochastic differential equations (SDE).

py-fenics-spde icon py-fenics-spde

Python script for deterministic FEM solves of stochastic elliptic PDEs with random coefficients.

py-lanczos-restart-strategies icon py-lanczos-restart-strategies

Enables testing and applications of restarting strategies for Lanczos tridiagonalizations used in solving sequences of eigenvalue problems.

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