Publications

Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties With Deep Learning Multi-Member and Stochastic Parameterizations

Deep learning is a powerful tool to represent subgrid processes in climate models, but many...

High-latitude Southern Ocean eddy activity projected to evolve with anthropogenic climate change

Ocean eddy activity in the high-latitude Southern Ocean is linked to critical drivers of the...

High-Resolution Model Intercomparison Project phase 2 (HighResMIP2) towards CMIP7

Robust projections and predictions of climate variability and change, particularly at regional scales, rely on...

Evidence for Atlantic Ocean forcing the atmosphere and the negative role of model bias

There is agreement on how the North Atlantic Oscillation forces the Atlantic Meridional Overturning Circulation...