209 citations · 1.1k across the 17 of their papers we have counts for
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cond-mat.stat-mech2021★ 35 cited
Applications of large deviation theory in geophysical fluid dynamics and climate science
Vera Melinda Galfi, Valerio Lucarini, Francesco Ragone +1
The climate system is a complex, chaotic system with many degrees of freedom and variability on a vast range of temporal and spatial scales. Attaining a deeper level of understandi…
cs.LG2021★ 93 cited
Deep Learning-based Extreme Heatwave Forecast
Valérian Jacques-Dumas, Francesco Ragone, Pierre Borgnat +2
Because of the impact of extreme heat waves and heat domes on society and biodiversity, their study is a key challenge. We specifically study long-lasting extreme heat waves, which…