Freddy Bouchet

According to our database, Freddy Bouchet authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

IPSL-AID: Generative Diffusion Models for Climate Downscaling from Global to Regional Scales.

Kishanthan Kingston, Olivier Boucher, Freddy Bouchet, Pierre Chapel, Rosemary Eade, Jean-Francois Lamarque, Redouane Lguensat, Kazem Ardaneh

CoRR, April, 2026

2024

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

2023

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

George Miloshevich, Dario Lucente, Pascal Yiou, Freddy Bouchet

CoRR, 2023

2022

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

2021

Deep Learning based Extreme Heatwave Forecast.

Valérian Jacques-Dumas, Francesco Ragone, Freddy Bouchet, Pierre Borgnat, Patrice Abry

CoRR, 2021

2020

Transport in Hamiltonian systems with slowly changing phase space structure.

Freddy Bouchet, Eric Woillez

Commun. Nonlinear Sci. Numer. Simul., 2020