Picture for Freddy Bouchet

Freddy Bouchet

Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves

Add code
Oct 01, 2024
Viaarxiv icon

Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning

Add code
Jul 18, 2023
Viaarxiv icon

Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data

Add code
Aug 01, 2022
Figure 1 for Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
Figure 2 for Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
Figure 3 for Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
Figure 4 for Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
Viaarxiv icon

Deep Learning based Extreme Heatwave Forecast

Add code
Mar 17, 2021
Figure 1 for Deep Learning based Extreme Heatwave Forecast
Figure 2 for Deep Learning based Extreme Heatwave Forecast
Figure 3 for Deep Learning based Extreme Heatwave Forecast
Figure 4 for Deep Learning based Extreme Heatwave Forecast
Viaarxiv icon