My research aims to improve the understanding of past changes and the response to global warming of high-impact weather systems, such as mesoscale convective systems, atmospheric rivers, monsoonal low-pressure systems, hurricanes, and midlatitude cyclones.Â
I approach these questions using satellite observations, reanalysis, general circulation models, global storm-resolving models, and machine learning techniques. As a model developer and atmospheric scientist, I am particularly interested in bridging the gap between our understanding of the Earth system and model simulations.