Embedding a Keras-based neural network in OpenFOAM with pythonPal

6 videos • 320 views • by Simon means Simulation This playlist shows how to embed a previously trained neural network in OpenFOAM from scratch, via pythonPal (https://tinyurl.com/pythonpal4foam)
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0. Embedding a Keras-based neural network in OpenFOAM with pythonPal. Introduction.
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1. Installing the required conda environment.
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2. Step 1: Setting up, training and saving the neural network.
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3. Preliminaries. Copying the base icoFoam and including the Python libraries
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4. Modifying the base icoFoam to embed the neural network.
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5. Running the cavity case with the embedded Keras-based NN in OpenFOAM.
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