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Reference documentation
=======================

RONAALP
-------

Reduced Order Nonlinear Approximation with Active Learning Procedure [1],[2]

Source code available `here
<https://github.com/cscherding/RONAALP>`_.

Installation
------------
Follow these commands to install RONAALP::

   git clone https://github.com/cscherding/RONAALP.git
   cd RONAALP
   python setup.py install
   
Examples
--------
A demonstration jupyter notebook can be found in the `examples <https://github.com/cscherding/RONAALP/examples>`_ folder. Data for training and testing can be requested from the author upon reasonable request. 

API Reference
-------------

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   RONAALP

Indices and Tables
------------------

* :ref:`genindex`
* :ref:`search`

References
----------

.. [1] Scherding, C., Rigas, G., Sipp, D., Schmid, P. J., & Sayadi, T. (2023). Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium. Physical Review Fluids, 8(2), 023201.

.. [2] Scherding, C. (2023). Predictive modeling of hypersonic flows in thermochemical nonequilibrium: physics-based and data-driven approaches. PhD Thesis, Sorbone University.