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Machine learning technique for predicting Filtered Density Function (FDF) in MILD combustion

Prerequisites

  • Python >= 3.7
  • TensorFlow >= 2.0

Getting started:

  • Create a local folder for the DNS data:

    mkdir DNS_data

  • Download the DNS data under /DNS_data. Use the following login credentials:

    • username: mlmild
    • password: machinelearning
  • Once in the environment, run the code using the following command:

    python IntegratedCode.py