Using data driven numerical methods to perform system identification, model reduction, and design controllers.

Various Small Projects on Various Subjects

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

An improved incremental singular value decomposition(SVD) algorithm

Model reduction of 2D diffusion equation

🌏 MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB

🌏 MH1DDC is inversion software using Levenberg-Marquardt (LM) and Singular Value Decomposition (SVD) of one-dimension DC resistivity in MATLAB.

Trying out the SVD rigid body motion solve back in November 2019.

Aligning Your Misaligned Image/images of a tall building or large scene Using Simplest Calculation of Homography Matrix Estimation using SVD

Face reconstruction and recognition algorithm by principle component analysis (eigenfaces)

Updating Singular Value Decomposition (SVD) for rank-1 perturbed matrix.

Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

Method to extract transient components in cerebral oxygenation signals [Matlab-code]

In linear algebra, the singular value decomposition (SVD) is a factorization of a real or complex matrix that generalizes the eigendecomposition of a square normal matrix to any MxN matrix via an extension of the polar decomposition.

The project involves the application of singular value decomposition (SVD) to impute missing values.

Master's Thesis on Support Vector Machines and Singular Value Decomposition: Using Machine Learning to predict the Sensory Character of Wine.

Computer Vision course at Technical University of Munich

This repository stores my personal projects related to data science studies.

Multichannel Sleep Spindle Detector for sleep EEG