This project consists of utitlies that facilitate the analysis and acceleration of numerical simulations using proxy machine learning models. The name "ROMANS" is short for "Reduced Order Modelling for Accelerating Numerical Simulations".

This code is designed to control the underlying numerical simulation. In order to work with different simulations it relies on a plugin architecture, wherein code specific to a given simulation is provided by supplementing a general class.

Documentation describing the installation, use, and extension of the code can be found in the docs directory. To build the documentation you must have sphinx installed (https://www.sphinx-doc.org/en/master/).

Type (from the docs directory):

$ make html

To read the documentation, click on "index.html" in the build/html directory.

Copyright (c) 2021 National Technology and Engineering Solutions of Sandia, LLC. Under the terms of Contract DE-NA0003525 with National Technology and Engineering Solutions of Sandia, LLC, the U.S. Government retains certain rights in this software.