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Shallow Water Equations on a square basin with stochastic deep learning parameterization of subgrid momentum forcing

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m2lines/swe_stochastic_param

 
 

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Based on https://github.com/TomBolton/ShallowEddy by Tom Bolton, itself based on https://github.com/milankl/swm by Milan. Adds a stochastic deep learning parameterization of subgrid momentum forcing.

Entry points:

  • spinup.py for the high resolution
  • spinupParameterized for low resolution:
    • pass --every 0 to run without parameterization
    • pass --every 1 to run with parameterization, or any positive integer (sets how often the subgrid forcing is updated)

shallowwater.py contains the default model, shallowwaterParameterized contains the model with the parameterization

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Shallow Water Equations on a square basin with stochastic deep learning parameterization of subgrid momentum forcing

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