Welcome to DeepFlame’s Documentation

DeepFlame is a computational fluid dynamics suite for single or multiphase, laminar or turbulent reacting flows at all speeds with machine learning capabilities. It aims to provide an open-source platform bringing together the individual strengths of OpenFOAM, Cantera and Torch libraries for deep learning assisted reacting flow simulations. It is also has the scope to incorporate next-generation heterogenous supercomputing and AI acceleration infrustructures such as GPU and FPGAs.


This project is under active development.

Contributing to DeepFlame