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Download DNN Models | ||
====================================== | ||
The neural network models used in the tutorial examples are indepentently trained | ||
by our collaborators team – `Intelligent Combustion <https://github.com/intelligent-algorithm-team/intelligent-combustion.git>`_. | ||
To run DeepFlame with DNN, first download the DeepCombustion repository into ``deepflame-dev/``: | ||
The neural network models used in the tutorial examples can be found at– `AIS Square <https://www.aissquare.com/>`_. | ||
To run DeepFlame with DNN, download the DNN model `dfODENet <https://www.aissquare.com/models/detail?pageType=models&name=dfODENet_DNNmodel_V0.1&id=181>`_ into the case folder you would like to run. You can either click the 'Download' on the website or: | ||
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.. code-block:: bash | ||
cd $DF_ROOT | ||
git clone https://github.com/intelligent-algorithm-team/intelligent-combustion.git.git | ||
cd ``case folder`` | ||
wget --content-disposition ``the network's download link`` | ||
Then copy the required DNN model into ``mechanisms/``, for example: | ||
.. code-block:: bash | ||
cp -r intelligent-combustion/DeePCK/Model/HE04_Hydrogen_ESH2_GMS_sub_20221101/ mechanisms/ | ||
.. Note:: Here ``HE04_Hydrogen_ESH2_GMS_sub_20221101`` is the default DNN model for all the tutorial cases in ``$DF_ROOT/examples/``. |
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