Ayed, Ibrahim; de Bézenac, Emmanuel; Pajot, Arthur; Gallinari, Patrick Modelling spatiotemporal dynamics from Earth observation data with neural differential equations. (English) Zbl 07570161 Mach. Learn. 111, No. 6, 2349-2380 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{I. Ayed} et al., Mach. Learn. 111, No. 6, 2349--2380 (2022; Zbl 07570161) Full Text: DOI
Yin, Yuan; Le Guen, Vincent; Dona, Jérémie; de Bézenac, Emmanuel; Ayed, Ibrahim; Thome, Nicolas; Gallinari, Patrick Augmenting physical models with deep networks for complex dynamics forecasting. (English) Zbl 07451722 J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124012, 30 p. (2021). MSC: 82-XX PDFBibTeX XMLCite \textit{Y. Yin} et al., J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124012, 30 p. (2021; Zbl 07451722) Full Text: DOI arXiv