Unravelling the role of increased model resolution in simulating surface temperature fields using explainable AI
A convolutional neural network classifier combined with explainable AI is employed to assess the role of resolution in simulating winter surface temperature fields in an ensemble of 17 control climate simulations with varying oceanic and atmospheric resolutions, highlighting the central role of ocean resolution in shap...
Simon L. L. Michel, Kristian Strommen, J. Kröger et al.
· Artificial Intelligence for... · 0 citations