Kalman Filter implementation in Python using Numpy only in 30 lines.

Pytorch implementation of Stable Vector Fields on Lie Groups through Diffeomorphism

Modelling crowd behaviour in panic sitations

This repository contains a simulation of boids, demonstrating flocking behavior. The simulation models the collective movement of agents (boids) to mimic the natural behavior of birds flocking, fish schooling, or herding animals. This project showcases principles of swarm intelligence and artificial life.

Implements the algorithm introduced in our paper: Temporal Logic Explanations for Dynamic Decision Systems using Anchors and Monte Carlo Tree Search

Critério de Jury para verificar estabilidade em python. Jury stability criterion implemented in python.

An Agent-Based Model of Elephant Crop Raid Dynamics in the Periyar-Agasthyamalai Complex, India

Heterogeneous Multi-Agent System with Dynamic LLM Selection

Functions for visualization and analysis of dynamic systems.

Rewrite and extension of the research in my M.Sc. thesis for publication

Numerical recipes for homework tasks I worked on during a math course on stochastic processes in WS24, mostly for computing various scale-error-relationships

Package primarily for simulation of the MAT model

This repository has code for the paper Bayesian prior impact assessment for dynamical systems described by ordinary differential equations

Descent into Chaos: An Exploration of Two Dynamical Systems

Python library for creating systems with dynamic feedback mechanisms

🛥️ Track and visualize trajectory data using the Nomoto model and PID controller, exporting timing info for detailed analysis in Excel.

Mathematical simulator of Hallmarks of Aging using jax/diffrax

Projects from the Dynamic Systems Modeling course, focused on analyzing and simulating the behavior of dynamic systems. Developed during my Systems Engineering studies specializing in Data Engineering. The projects involve building mathematical and simulation models to study system dynamics and stability.

Modélisation des systèmes dynamiques avec les chaînes de Markov et application à l’algorithme PageRank, incluant une implémentation Python et des cas pratiques.