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Estimation of AMOC transition probabilities using a machine learning based rare-event algorithm
Although the definition of the optimal score function, called ``committor function" is known, it is impossible in general to compute it a priori.
Deep Learning-based Extreme Heatwave Forecast
The present work explores the use of deep learning architectures, trained using outputs of a climate model, as an alternative strategy to forecast the occurrence of extreme long-lasting heatwaves.
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