2022

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).

2023

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.

2024

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.

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