Neural Operator for Vlasov-Maxwell Equations

This repository contains an implementation of the neural operator for the Vlasov-Maxwell equations.

Installation

First, clone the repository and navigate to the directory:

git clone https://github.com/abelsr/Neural_Vlasov_Maxwell.git
cd Neural_Vlasov_Maxwell

Then, create a new conda environment and install the required packages:

conda env create -f environment.yml
conda activate neural_vlasov_maxwell

or, if you prefer to use pip:

pip install -r requirements.txt

AFNO

This repository contains code based on the paper Fourier Neural Operator for Parametric Partial Differential Equations and FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.