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Releases: Qiyu-Song/RNNpaper

RNN Convective Parameterization

29 May 19:22
84587c4

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This is the revision version on May 29, 2025. Main changes since the first submission version are:

  • Added more code for model training (intermediate training steps, model without memory, model trained on only wave data);
  • Formalized a bit for offline and online evaluations;
  • Added more data and code for online evaluations (including comparing mismatch in wave period and fitting initial states);
  • Updated instructions.

RNN Convective Parameterization

14 Jan 23:10

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Some files corrupted. Fixed now.

RNN Convective Parameterization

14 Jan 20:09

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First release for the submitted paper "Physically Interpretable Emulation of a Moist Convecting Atmosphere with a Recurrent Neural Network"