hao-focus / reservoir-observer

This repository gives two examples with reservoir observer and it is based on this paper: Reservoir observers: Model-free inference of unmeasured variables in chaotic systems The two dynamic systems chosen are Rössler and Lorenz.

Reservoir-Observer

Introduction

This repository gives two examples with reservoir observer and it is based on this paper: Reservoir observers: Model-free inference of unmeasured variables in chaotic systems The two dynamic systems chosen are Rössler and Lorenz.

Download

1. Move to your prefered directory.

$ cd dir

Note: Replace dir with your actual prefered directory path.

2. Clone this repository, which will create a new folder, with the name: Reservoir-Observer, under your prefered directory.

$ git clone https://github.com/hanson-hschang/Reservoir-Observer.git

3. Run Rössler example.

$ python ReservoirObserver.py rossler

4. Run Lorenz example.

$ python ReservoirObserver.py lorenz