SU2 DataMiner

SU2 DataMiner is an open-source, python-based software library for data-driven fluid modeling applications in SU2. The software currently supports laminar combustion and real-gas applications where the thermodynamic state of the fluid is evaluated by deep, dense, feed-forward multi-layer perceptrons trained using physics-informed machine learning methods.

Note

This project is under active development.

Contents:

• Set-up and Requirements
• Developers Guide

Tutorials:

• Creating SU2 DataMiner Configurations
  • 1. Interactive method: FGM
  • 2. Interactive method: NICFD

Documentation

• Documentation
  • SU2 DataMiner Configuration
  • Data Generation Methods
  • Accumulating Manifold Data
  • Machine Learning Methods

Indices and tables

• Index

• Module Index

• Search Page