NVIDIA / earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
https://nvidia.github.io/earth2mip/
Apache License 2.0
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🚀[FEA]: Allow for injection of forcing (noise, perturbation or other) between model steps #74

Closed yairchn closed 11 months ago

yairchn commented 11 months ago

Is this a new feature, an improvement, or a change to existing functionality?

New Feature

How would you describe the priority of this feature request

Critical (currently preventing usage)

Please provide a clear description of problem you would like to solve.

For exploring ensemble forecast and for exploring the physical validity of these models (and other research goals) a method that can inject a perturbation with units of variables / dt (here dt is the model tilmestep) between model steps is needed. I would like to collect suggestions of how to do that , different than PR #42 before starting to code

Describe any alternatives you have considered

see changes in #42