GitHub topics: koopman-operators

Repositories

EthanJamesLew/AutoKoopman

AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.

Language: Python - Size: 38 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 72 - Forks: 9

michaelnaps/kman

For research into the application of Koopman operators at Boston University.

Language: Python - Size: 49.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

k-melnyk/graphKKE

Library for the analysis of time-evolving graphs

Language: C++ - Size: 23.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

MizuhoAOKI/koopman_operator

koopman operator examples

Language: Jupyter Notebook - Size: 2.22 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

yriyazi/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 - Size: 561 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

adamjeisen/ChaoticConsciousness

Code for running the analyses from the article "Propofol destabilizies neural dynamics across cortex"

Language: Jupyter Notebook - Size: 139 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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 - Size: 1.98 GB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

asrvsn/trop

Transfer operator toolbox for numpy/torch.

Language: Python - Size: 117 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ajinkya-joglekar/MMPK-Deployment-Results

This repository is a supplementary documentation for the Multi-Model Parameterized Koopman (MMPK) framework capturing results through software and hardware deployments

Size: 0 Bytes - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0