Algorithms for the approximation of an embedding for Markov chains.

A MATLAB project comparing the performance (time, iterations) of from-scratch implementations of direct and iterative methods (Gaussian Elimination, Gauss-Jordan Elimination, LU, Jacobi, Gauss-Seidel, SOR) for solving Ax=b.

Simple ADMM-based method for finding intersection of two convex sets

Comparison and analysis on different algorithms to implement Pagerank, with a focus on numerical linear algebra

Numerical experiments on eigenvalue problems in MATLAB®

MATLAB package for F(A)*b with F a Laplace transform or complete Bernstein function

numerical methods tools for numerical linear algebra algorithms, integration, phasor addition, simulation, differentiation, etc

Code for enforcing the Katz and PagRank centrality scores

The *-Product based method for Fractional Ordinary Differential Equations

Demo of a matrix decomposition Series-UMD (Series Unitarily Minimal Decomposition).

A simple particle filter simulator for robot localization in MATLAB which can show you the basics of particle filter.

🔍 Compare various direct and iterative methods for solving linear equations in MATLAB to analyze performance and efficiency with practical implementations.

Error analysis and computation of the matrix Logarithm with some Padè approximation

Homework done in Matlab

Implementation of a polynomial preconditioner for the Helmholtz equation based on Faber series

This repository contains MATLAB programs and algorithms covering various numerical methods. These scripts are designed to help understand and implement fundamental numerical techniques commonly used in scientific computing.

Numerical experiments on Jacobi SVD algorithm

An improved incremental singular value decomposition(SVD) algorithm

Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997