Publications

Testing data assimilation strategies to enhance short-range AI-based discharge forecasts.

Saint-Fleur, B. E. and Gaume, E. and Surmont, F. and Akil, N. and Theriez, D.

EGUsphere, DOI: 10.5194/egusphere-2025-4244

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Short- and mid-term discharge forecasts combining machine learning and data assimilation for operational purpose

Bob E Saint Fleur, Eric Gaume, Michaël Savary, Nicolas Akil, and Dominique Theriez

EGUsphere, DOI: 10.5194/egusphere-2025-4244

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How can we benefit from regime information to make more effective use of long short-term memory (LSTM) runoff models?

Reyhaneh Hashemi, Pierre Brigode, Pierre-André Garambois, and Pierre Javelle

Hydrology and Earth System Sciences, DOI: 10.5194/hess-26-5793-2022

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