Course Project (ELEC 841 @ Queen's University)

LQR-LQG-Controller Design

Assignment codes for Introduction to Numerical Analysis (2020, FGV-EMAp).

PHY407 Computational Physics

Final Project for the winter term 2021/22 Scientific Computing lecture at the Technical University of Berlin

Extended State Space Model for JAX

Material from the course of Nonlinear Systems and Robustness at ENSEM - Université de Lorraine.

Projeto efetuado para a disciplina de Cálculo Numérico (MS211 - Unicamp - 2019), que implementa a solução de um sistema não linear. Utiliza o método de Newton discreto para cálculo do sistema não linear, e o método de Gauss-Jacobi para cálculo de sistemas lineares.

BSU labs on solving non-linear equations and non-linear systems

This project demonstrates a simulation of an experiment using Random Fourier Features (RFF) to approximate a non-linear function. The experiment is designed to be repeated multiple times, and the mean squared error (MSE) is calculated and plotted over iterations to evaluate the performance of the model.

This Flutter app is a comprehensive numerical toolbox implementing various algorithms and methods

This project simulates an experiment using Adaptive Random Fourier Features Kernel Least Mean Squares (ARFF-KLMS) to approximate non-linear functions. The algorithm adapts kernel bandwidth online, enhancing tracking and convergence in non-stationary environments. The experiment calculates and plots MSE over iterations for performance evaluation.

Matlab codes for solving linear and non-linear systems of equations