koopman-operators
There are 2 repositories under koopman-operators topic.
EthanJamesLew / AutoKoopman
AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.
Language:Python 44i-abr / mpc-koopman
Model-based Control using Koopman Operators
Language:Jupyter Notebook 41hanyoseob / matlab-koopman
Koopman operator
Language:MATLAB 20a little library to help me with things involving Koopman operators
Language:Python 11ManshaP / KoopmanNets
project for my essay on how to use neural networks to linearise nonlinear dynamical systems
Language:Jupyter Notebook 8- Language:C++ 4
Rajpal9 / Koopman_ZNN
This repository contains the code for bilinear models for serial manipulators and the corresponding ZNN controller developed for the purpose of trajectory tracking with the aforementioned models.
Language:Jupyter Notebook 3michaelnaps / kman
For research into the application of Koopman operators at Boston University.
Language:Python 1yriyazi / Koopman-Operator-and-Deep-Neural-Networks-ISAV2023
In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear representation of the Duffing oscillator. This approach enables effective parameter estimation and accurate prediction of the oscillator's future behavior.
Language:Jupyter Notebook 1- Language:Python 0
