This Friday at #OSM26 i’ll be showing some highlights from our recent Science Advances paper (doi.org/10.1126/scia...) on using ML to improve sea ice predictions in coupled models. Come on down if you fancy chatting about hybrid models, emulators, sea ice, or whatever you’re into!
doi.org
Advancing global sea ice prediction capabilities using a fully coupled climate model with integrated machine learning
Machine learning models must be exposed to coupled climate processes to generalize in future climate model predictions.