Excited to share that our new paper is out in Weather and Climate Dynamics and was selected as a highlight publication🎉
We introduce a machine-learning approach to identify physically interpretable drivers of regional precipitation extremes. Have a look here: wcd.copernicus.org/articles/6/9...
wcd.copernicus.org
Learning predictable and informative dynamical drivers of extreme precipitation using variational autoencoders
Abstract. Large-scale atmospheric dynamics modulate the occurrence of extreme precipitation events and provide sources of predictability of these events on timescales ranging from days to decades. In ...