Releases: Qiyu-Song/RNNpaper
Releases · Qiyu-Song/RNNpaper
RNN Convective Parameterization
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
Some files corrupted. Fixed now.
RNN Convective Parameterization
First release for the submitted paper "Physically Interpretable Emulation of a Moist Convecting Atmosphere with a Recurrent Neural Network"