Article

Doury, Antoine, Gadat, Sébastien and Somot, Samuel (2024) On the suitability of a Convolutional Neural Network based RCM-Emulator for fine spatio-temporal precipitation. Climate Dynamics, vol.62. pp. 8587-8613.

Monograph

Doury, Antoine, Somot, Samuel and Gadat, Sébastien (2024) On the suitability of a Convolutional Neural Network based RCM-Emulator for fine spatio-temporal precipitation. TSE Working Paper, n. 24-1497, Toulouse

Gadat, Sébastien, Corre, Lola, Doury, Antoine, Ribes, Aurélien and Somot, Samuel (2021) Regional climate model emulator based on deep learning: concept and first evaluation of a novel hybrid downscaling approach. TSE Working Paper, n. 21-1233, Toulouse, France

Thesis

Doury, Antoine (2022) Robust estimation of regional climate change : construction of an hybrid approach between deep neural networks and climate models. École doctorale Mathématiques, Informatique et Télécommunications (Toulouse).