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.

Gadat, Sébastien, Corre, Lola, Doury, Antoine, Ribes, Aurélien and Somot, Samuel (2023) Regional Climate Model Emulator Based on Deep Learning: Concept and First Evaluation of a Novel Hybrid Downscaling Approach. Climate Dynamics, vol. 60. pp. 1751-1779.

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

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).