sindy-algorithm

There are 9 repositories under sindy-algorithm topic.

jbramburger/DataDrivenDynSyst
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
Language:Jupyter Notebook75 5 011
dynamicslab/modified-SINDy
Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
Language:Jupyter Notebook50 8 019
syashasvisai/MasterThesis
My Master Thesis in the area of Data-Driven Control Engineering
Language:MATLAB8 1 03
valentino-golob/IntroScientificMachineLearning
Short intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.
Language:Jupyter Notebook8 3 04
jbramburger/Poincare-Maps
MATLAB files for discovery of Poincaré maps
Language:MATLAB6 0 11
jbramburger/Slow-Discovery
Code for discovering slow timescale dynamics using the SINDy method
Language:MATLAB6 0 02
jbramburger/Stabilizing_UPOs
Code associated to the paper "Data-driven stabilization of periodic orbits"
Language:MATLAB1 1 02
khushant2001/Data_driven_control
Using data driven numerical methods to perform system identification, model reduction, and design controllers.
Language:MATLAB1 1 00
sandromikautadze/sindy-thesis
Code for my BSc thesis about SINDy at Bocconi University
Language:Jupyter Notebook0 1 00