non-linear-dynamics
There are 1 repository under non-linear-dynamics topic.
- python-time-series-handbook
FilippoMB / python-time-series-handbook
Material for the course "Time series analysis with Python"
arimachaos-theorycourseexponential-smoothingfourier-transformkalman-filtermoving-averagemultivariate-time-seriesnon-linear-dynamicsprophetquantitative-financerecurrent-neural-networksreservoir-computingsignal-processingstationaritytime-series-analysistime-series-classificationtime-series-clusteringtime-series-forecastingunit-root-testLanguage:Jupyter Notebook 91 IvLabs / biped_trajectory_optimization
Implementing trajectory optimization on bipedal system
Language:Python 84agosztolai / MARBLE
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/
Language:Python 27- Language:Jupyter Notebook 16
flight-test-engineering / PSim-RCAM
Python implementation of non-linear 6DOF GARTEUR RCAM aircraft flight dynamics model
Language:Python 14artificial-life-lab / population-dynamics
Library to conduct experiments in population dynamics.
Language:Python 11dstuemk / nonlinear-ctrl
Stabilizing a non-linear system with backstepping and lyapunov based control
Language:MATLAB 8OHBA-analysis / Quinn2021_Waveform
Analysis scripts accompanying "Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics" https://doi.org/10.1101/2021.04.12.439547
Language:Python 7davitshahnazaryan3 / XGB-rhomut
Next-generation non-linear and collapse prediction models for short to long period systems via machine learning methods
Language:Python 6elbosso / nonlinear_chaotic_systems
This is a project where i will provide interactive jupyter notebooks accompanying my expeditions into the realms of chaos in non-linear systems
Language:Jupyter Notebook 6flaviohasd / TPM-Vibration
Algorithm to calculate the optimal tip relief modification on spur gear teeth that minimizes the meshing vibration for a certain operating condition.
Language:MATLAB 5ascarrambad / ml-21-22
Labs for the SP21/22 Machine Learning class - Prof. Cesare Alippi, USI INF-BSc
Language:Jupyter Notebook 4kristpapadopoulos / nonlinear_dynamics
Predicting nonlinear dynamics with machine learning
Language:Jupyter Notebook 4LevinaLab / evolution_dynamical_regime
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
Language:Python 3mehhdiii / Extended-Kalman-Filter-Algorithm
The Extended Kalman filter MATLAB Toolbox for robotics. The repository contains a sample simulation and report for building understanding of the EKF algorithm.
Language:HTML 3Osrip / evolution_dynamical_regime
Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.
Language:Python 2ritog / logistic_map_nn
Code for the paper "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"
Language:Jupyter Notebook 2wenm0tt / Organized-Chaos
The best thing to happen to the logistic map since maps were invented
Language:Python 2akorkos / digital-signal-processing-on-eeg
Digital Signal Processing with MATLAB
Language:MATLAB 1cakshay2013 / Numerical-Integration-Techniques-Solutions
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.
Language:MATLAB 1souradipp76 / tp_chaos_generator
A library for encryption and decryption using a triple-pendulum based chaos generator
Language:Python 1Armos05 / Lorenz-Attractor
Non Linear Dynamics and Chaos (Analysis of 3D Lorenz System)
Language:Python 0benkoehlL / simple_physics
A collection of programs demonstrating elementary physical phenomena.
Language:Mathematica 0fcignoli / Tesis-de-Licenciatura
Respositorio de mi tesis de licenciatura titulada "Las dimensiones del espacio tímbrico"
Language:Jupyter Notebook 0frizchar / phase-space-reconstruction-of-financial-time-series
applies low-pass filtering on historical data of stocks and then plots its phase space
Language:Python 0GabStP13rr3 / ResonanceChuasCircuit
The research project investigates non-linear resonance in the Chua's Circuit system.
Language:Mathematica 0jmcastelo / LogMap
An interactive program that allows a visual illustration of the regular and chaotic features of the Logistic map.
Language:C++ 0mustafapoonawala95 / Wheeled-Inverted-Pendulum-ROS
This is a continuous ongoing ROS project where different control schemes to track position commands for the non linear system of a wheeled inverted pendulum are created.
Language:Makefile 0senad96 / DegreeThesis
A Comparison of Numerical Algorithms in Applied Physics Simulations
Language:Python 0vidanchev / Intermediate_Axis
Numerical demonstration and explanation of the intermediate axis theorem
Language:TeX 0- Language:Jupyter Notebook
Yatharth020 / Underwater-Object-Tracking
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.
Language:Python
