PlasmaNet Manual

Welcome! This is the documentation for PlasmaNet, last updated Sept 28, 2021. PlasmaNet is a Python library to study the capability of neural networks to solve the Poisson equation coupled to plasma simulations. To install PlasmaNet run in the root of the repository:

pip install -r requirements.txt
pip install -e .

Some environment variables need to be defined for the library (these lines can be added to a .bashrc file):

export ARCHS_DIR=path/to/plasmanet/NNet/archs
export POISSON_DIR=path/to/plasmanet/PoissonSolver/linsystem

Contents:

• What is PlasmaNet?
• Overview of the library
• User guide and library capabilities
• Developers guide
• PlasmaNet Module Index
• Tutorials