A library for encryption and decryption using a triple-pendulum based chaos generator

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets. https://agosztolai.github.io/MARBLE/

Implemented a basic simulation for underwater object tracking using SONAR and Unscented Kalman Filter (UKF). Simulated target movement, generated SONAR pulses, and applied UKF for state estimation. Tuned parameters: Q=[[0.001]], R=[[0.2]], P=[[1]]. Demonstrated the fundamental principles of non-linear filtering.

applies low-pass filtering on historical data of stocks and then plots its phase space

Next-generation non-linear and collapse prediction models for short to long period systems via machine learning methods

Material for the course "Time series analysis with Python"

Library to conduct experiments in population dynamics.

Algorithm to calculate the optimal tip relief modification on spur gear teeth that minimizes the meshing vibration for a certain operating condition.

This repository includes numerical integration-based solutions for solving non-linear equations. The solutions include Newton Raphson technique for algebraic equations and Euler's/Modified-Euler's/Runge-Kutta (RK4) for differential algebraic equations.

Respositorio de mi tesis de licenciatura titulada "Las dimensiones del espacio tímbrico"

This is a project where i will provide interactive jupyter notebooks accompanying my expeditions into the realms of chaos in non-linear systems

Digital Signal Processing with MATLAB

Code for the paper "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"

A collection of programs demonstrating elementary physical phenomena.

The best thing to happen to the logistic map since maps were invented

Python implementation of non-linear 6DOF GARTEUR RCAM aircraft flight dynamics model

Non Linear Dynamics and Chaos (Analysis of 3D Lorenz System)

Labs for the SP21/22 Machine Learning class - Prof. Cesare Alippi, USI INF-BSc

Stabilizing a non-linear system with backstepping and lyapunov based control