Is your feature request related to a problem? Please describe.
For temporal consistency when using the temporal downscaler, we have been experimenting with using additional loss functions. We have seen large improvements in consistency especially for precipitation and so would strongly recommend using these loss functions when running the temporal downscaler and would like to implement these in anemoi-core. These include:
- min across the window
- max across the window
- mean across the window
- diff across the window
Describe the solution you'd like
No response
Describe alternatives you've considered
No response
Additional context
No response
Organisation
ecmwf
Is your feature request related to a problem? Please describe.
For temporal consistency when using the temporal downscaler, we have been experimenting with using additional loss functions. We have seen large improvements in consistency especially for precipitation and so would strongly recommend using these loss functions when running the temporal downscaler and would like to implement these in anemoi-core. These include:
Describe the solution you'd like
No response
Describe alternatives you've considered
No response
Additional context
No response
Organisation
ecmwf