Training data and models for microphysics emulation
<p>Training data and models for microphysics emulation</p> <p>The training data is a subset of the full dataset described in the NeurIPS submission. Roughly speaking, 30 day runs with FV3GFS, with zhao carr microphysics. To keep the data reasonable in size, 1000 random netCDFs are sampled from the over 7000 files in the full training dataset. 200 test files are sampled.</p> <p>Also contains the trained ML models at models/</p> <p>Data behind the plots and tables is at plot-data/.</p> <p> </p>
ShareScore
36/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 4
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 4
ScienceDex for faculty
Your academic CV and NIH biosketch
Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.