sindy-algorithm

There are 0 repository under sindy-algorithm topic.

jbramburger / DataDrivenDynSyst
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
data-science dynamical-systems dynamic-mode-decomposition physics-informed-neural-networks machine-learning sindy-algorithm sindy autoencoder-neural-network autoencoder autoencoders conservation-laws extended-dynamic-mode-decomposition poincare-map stroboscopic-map time-delay forecasting kernel-methods neural-network universal-approximation-theorem physics-informed-learning
Language:Jupyter Notebook 104
dynamicslab / modified-SINDy
Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
sindy sindy-algorithm noise-distributions noise-robustness lotka-volterra-equations
Language:Jupyter Notebook 54
syashasvisai / MasterThesis
My Master Thesis in the area of Data-Driven Control Engineering
model-predictive-control genetic-algorithm koopman-operator sindy-algorithm matlab simulink
Language:MATLAB 11
valentino-golob / IntroScientificMachineLearning
Short intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.
python pytorch physics-informed-neural-networks scientific-machine-learning sindy-algorithm
Language:Jupyter Notebook 9
jbramburger / Poincare-Maps
MATLAB files for discovery of Poincaré maps
data-driven-discovery sindy-algorithm poincare-map dynamical-systems chaos
Language:MATLAB 8
jbramburger / Slow-Discovery
Code for discovering slow timescale dynamics using the SINDy method
data-driven-discovery multiscale-analysis sindy-algorithm chaos slowfast
Language:MATLAB 7
jbramburger / Stabilizing_UPOs
Code associated to the paper "Data-driven stabilization of periodic orbits"
sindy-algorithm data-driven-discovery poincare-map unstable-periodic-orbit chaos-control chaos periodic-orbits
Language:MATLAB 1
JosePabloTec / Reconstruction-of-the-Lorenz-system-with-SINDy-algorithm
This repository focuses on the reconstruction of the Lorenz system, a well-known chaotic dynamical system, using the Sparse Identification of Nonlinear Dynamical systems (SINDy) algorithm. It aims to identify the governing equations of chaotic systems from data.
dynamical-systems lorenz-equation sindy-algorithm
Language:Jupyter Notebook 1
khushant2001 / Data_driven_control
Using data driven numerical methods to perform system identification, model reduction, and design controllers.
dynamic-mode-decomposition sindy-algorithm singular-value-decomposition eigenanalysis-realization-algorithm
Language:MATLAB 1
sandromikautadze / sindy-thesis
Code for my BSc thesis about SINDy at Bocconi University
sindy-algorithm data-driven-science
Language:Jupyter Notebook 0