Transport in Hamiltonian systems with slowly changing phase space structure. - Freddy Bouchet; Eric Woillez (Commun. Nonlinear Sci. Numer. Simul., 2020)

Deep Learning based Extreme Heatwave Forecast. - Valérian Jacques-Dumas; Francesco Ragone; Freddy Bouchet; Pierre Borgnat; Patrice Abry (CoRR, 2021)

Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data. - George Miloshevich; Bastien Cozian; Patrice Abry; Pierre Borgnat; Freddy Bouchet (CoRR, 2022)

Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning. - George Miloshevich; Dario Lucente; Pascal Yiou; Freddy Bouchet (CoRR, 2023)

Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves. - Alessandro Lovo; Amaury Lancelin; Corentin Herbert; Freddy Bouchet (CoRR, 2024)