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New BubbleML Dataset Tasks #1

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@arthurfeeney

Some work needs to be done before the new dataset can really be generated.

  • x-locations of nucleation sites.
    • ideally, Flash-X will just spit out the x-locations, so we can always match the respective simulation.
    • Can be input to the model using the sigmoid of an SDF from the x-locations.
  • ability to change random seed for simulations. I want possible duplicate temperatures, but with different seeding locations. (this is probably already possible).
  • meta-script to generate the flash-x config files.
    • not strictly needed, but annoying to manually edit a ton of files :-)
  • Update pre-processing script. Since the format of the data has changed some, can't directly use datagen/bubbleml/construct_train_test.py
  • run a ton of simulations :-)

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