PyFenicsAD.jl ·

Automatic differentiation of FEniCS or Firedrake models in Julia

Installation

First find out the path to python that has FEniCS or Firedrake installed. Install FiniteElementChainRules (FECR) package that provides NumPy interface to FEniCS and Firedrake together with pushforwards and pullbacks

python -m pip install git+https://github.com/IvanYashchuk/fecr.git@master

Then in Julia run

ENV["PYTHON"] = "path/to/fenics_or_firedrake/python"
import Pkg
Pkg.build("PyCall")
] add https://github.com/IvanYashchuk/PyFenicsAD.jl