Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting. - Vincent Bouget; Dominique Béréziat; Julien Brajard; Anastase Alexandre Charantonis; Arthur Filoche (Remote. Sens., 2021)

Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). - Arthur Filoche; Théo Archambault; Anastase Alexandre Charantonis; Dominique Béréziat (MACLEAN@PKDD/ECML, 2022)

Variational Data Assimilation with Deep Prior. Application to Geophysical Motion Estimation. (Assimilation de données variationelle avec a priori profond. Applications à l'estimation de mouvements géophysiques). - Arthur Filoche (2022)

Learning 4DVAR Inversion Directly from Observations. - Arthur Filoche; Julien Brajard; Anastase Alexandre Charantonis; Dominique Béréziat (ICCS (4), 2023)

Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. - Théo Archambault; Arthur Filoche; Anastase Alexandre Charantonis; Dominique Béréziat (VISIGRAPP (4: VISAPP), 2023)

Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations. - Théo Archambault; Arthur Filoche; Anastase Alexandre Charantonis; Dominique Béréziat; Sylvie Thiria (CoRR, 2023)

Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting. - Théo Archambault; Arthur Filoche; Anastase Alexandre Charantonis; Dominique Béréziat (VISIGRAPP (3): VISAPP, 2024)

Spatial-Temporal Approach for Gridded Wind Forecasting Across Southwest Western Australia. - Fuling Chen; Kevin Vinsen; Arthur Filoche (IEEE Access, 2024)

Spatial Temporal Approach for High-Resolution Gridded Wind Forecasting across Southwest Western Australia. - Fuling Chen; Kevin Vinsen; Arthur Filoche (CoRR, 2024)