48 citations · 243 across the 16 of their papers we have counts for
3 papers · 1 filter
Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning
George Miloshevich, Dario Lucente, Pascal Yiou +1
We present a data-driven emulator, stochastic weather generator (SWG), suitable for estimating probabilities of prolonged heatwaves in France and Scandinavia. This emulator is base…
Robust intra-model teleconnection patterns for extreme heatwaves
George Miloshevich, Philippine Rouby-Poizat, Francesco Ragone +1
We investigate the statistics and dynamics of extreme heat waves over different areas of Europe. We find heatwaves over France and Scandinavia to be associated with recurrent waven…
Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
George Miloshevich, Bastien Cozian, Patrice Abry +2
Understanding extreme events and their probability is key for the study of climate change impacts, risk assessment, adaptation, and the protection of living beings. Forecasting the…