/Fourier_PINN

Primary LanguageJupyter Notebook

Fourier_PINN

This document is used as a detailed description of the Fourier_PINN project.

Demo: Lorenz Model

Lorenze_3D.mp4

Demo: Predator–Prey Model

PP.mp4
Project Name Fourier_PINN
Author Enze Xu
Version v1.2.0

Catalogue

Introduction to files

  1. config.py: model configurations
  2. model.py: model class
  3. utils.py: functions for plotting

Start

See https://github.com/EnzeXu/Fourier_PINN or

$ git clone https://github.com/EnzeXu/Fourier_PINN.git

Set virtual environment and install packages: (Python 3.7+ (3.7, 3.8, 3.9 or higher) is preferred)

$ python3 -m venv ./venv
$ source venv/bin/activate
(venv) $ pip install -r requirements.txt

Run

(venv) $ python3 model_PP.py
(venv) $ python3 model_Lorenz.py

Exit virtual environment

(venv) $ deactivate

Contact

If you have any questions, suggestions, or improvements, please get in touch with xue20@wfu.edu