Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting. - Anthony Frion; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2023)

Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (ICASSP, 2023)

Koopman Ensembles for Probabilistic Time Series Forecasting. - Anthony Frion; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2024)

Neural Koopman Prior for Data Assimilation. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (IEEE Trans. Signal Process., 2024)

Learning the dynamics of multispectral satellite image time series. (Apprentissage de dynamiques dans les séries temporelles d'images satellites multispectrales). - Anthony Frion (2024)

Augmented Invertible Koopman Autoencoder for long-term time series forecasting. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (Trans. Mach. Learn. Res., 2025)