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Code for performing sPOD based NN prediction for transport-dominated systems

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shubhadityaburela/sPOD-NN

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sPOD-NN

Files / Scripts

The script files for the sPOD-NN approach are present in:

  • tests/
    • synthetic.ipynb : Runs the synthetic test case.
    • wildfire1D.ipynb : Runs the 1D wildland fire model test case.
    • wildfire2D.ipynb : Runs the 2D wildland fire model (without wind) test case
    • wildfire2DNonLinear.ipynb : Runs the 2D wildland fire model (with wind) test case

The data for the wildland fire models can be generated by the script file present in:

  • WildlandFire_model/
    • main.py : The file contains the option to select the dimension of the problem.

Further details about running the files can be found in the respective .ipynb files.

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Code for performing sPOD based NN prediction for transport-dominated systems

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