dynamic-system-identification Goto Github PK

3d-spring-spherical-pendulum

M2R Research Project - Analysis and simulation of the precession property of a spring spherical pendulum in 3-dimensions and in resonance 1:1:2 and 1:2:2

6s083

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

animations

Animations made using manim-ce

auto-07p

AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in 1980 and widely used in the dynamical systems community.

bifurcationkit.jl

A Julia package to perform Bifurcation Analysis

cnn-classification-using-random-erasing-and-cut-out

This demo shows how to perform random erasing/cut out augmentation in CNN classification using MATLAB.

cnn_matlab

Code to Create a Convolutional Neural Network for Image Recognition

cs-recovery-algorithms

deep-learning-fluids

A collection of codes and references for deep learning in fluid dynamics

deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

demo_chaos

Chaotic Generator Demo Software written in MATLAB

dynamicalsystems_visual

Archive of different dynamical systems written in matplot/octave. Emphasis on visualization.

falling-paper

fibre

WebGL 3d dynamical systems visualization

gatt_dns

Direct Numerical Simulation code for the compressible Navier-Stokes equations. The linear stability analysis (LST) is done by a Jacobian-free time-stepping algorithm. The code was developed by the Group of Aeroacoustics, Transition and Turbulence of the São Carlos School of Engineering - University of São Paulo (EESC-USP).

global-instability-analysis

gnn_demo

hilbert-huang-transform

Implementation of Hilbert-Huang Transform software for matlab.

homcont

Python software to solve systems of (nonlinear) equations via homotopy continuation.

iode

Iode is an educational software package for ordinary and partial differential equations, and Fourier series

iodmd_sowfa

This repository contains all the work developed in the context of the Master Thesis dissertation entitled Model Predictive Control for Wake Steering: a Koopman Dynamic Mode Decomposition Approach. The repository includes all developed documentation (dissertation, extended abstract, poster and presentation) source code (MATLAB script and functions), datasets and results (animations, articles).

lcs-tool

Computational engine for variational Lagrangian coherent structures

matlab_and_fir_filters

Two-Dimensional Finite Impulse Response (FIR) Filters in Matlab

mfdfa

Multifractal Detrended Fluctuation Analysis in Python

mimotoolbox

MIMO Toolbox for MatLab

multidimensional-plotting

This code uses the geometry of regular polyhedra to create axes representing multiple dimensions. Plotting in a one-dimensional system up to an eight dimensional system is possible.

nonlinear-dynamics

Files related to my Summer of Science Report on Nonlinear Dynamics

nonlinear-dynamics-chaos

nonlinear_dynamics_course

Code and notes from the Non Linear Dynamics course by the Santa Fe Institute on Complexity Explorer

nonlineardynamicstextbook

Nonlinear Dynamics: A concise introduction interlaced with code