Interpretable Multiscale Machine Learning‐Based Parameterizations of Convection for ICON
Abstract Machine learning (ML)‐based parameterizations have been developed for Earth System Models (ESMs) with the goal to better represent subgrid‐scale processes or to accelerate computations. ML‐based parameterizations within hybrid ESMs have successfully learned subgrid‐scale processes from shor...
Gardado en:
| Principais autores: | , , , , |
|---|---|
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
American Geophysical Union (AGU)
2024-08-01
|
| Series: | Journal of Advances in Modeling Earth Systems |
| Assuntos: | |
| Acceso en liña: | https://doi.org/10.1029/2024MS004398 |
| Tags: |
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!
|