Generation of phase space portraits illustrating the onset of chaos in the Chirikov standard map
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Updated
Dec 23, 2014 - Python
Generation of phase space portraits illustrating the onset of chaos in the Chirikov standard map
An experiment in combining numerical simulation and machine learning
Python implimentation Nonlinear Dynamics Simulation
Projects for Non-Linear Dynamics
Code used for von Schantz & Ehtamo "Overtaking others in a spatial game of exit congestion"
A Python package to demonstrate ideas from nonlinear dynamical systems toward game theory, neural network models of associative memory, and nonlinear state space models.
supplement to "Synchronizability of directed networks: the power of non-existent ties"
Uncertainty sets for nonlinear dynamical systems
Transfer operator toolbox for numpy/torch.
MIT Spring 2020 Mechanical Engineering 2.152 Nonlinear Control (Professor Jean-Jacques Slotine)
A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation
Solves the fluid structure interaction (FSI) equations of motion for studying the nonlinear dynamics of flexible pipes conveying two-phase flows.
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
Here, we can find different simulations of chaotic scenarios in physics. The codes were written as part of the University dissertation and intend to visualise and provide meaningful explanation to the system's characteristics.
Multiscale Modelling Tool - mathematical modelling without the maths
Code to get the calculation speed for recurrence plots/ recurrence quantification analysis using MATLAB, R, Python, and Julia code.
Logistic map using Python language
A toolbox for trajectory optimization of dynamical systems
SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations
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