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Mouad Ettalbi

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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147

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Scholarly Papers (2)

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1.

A Learnable and Differentiable Spatialized Hydrological Model with Tensor-Based Kinematic Wave Partial Differential Equation Solver

Number of pages: 27 Posted: 04 Aug 2025
Mouad Ettalbi, Ngoc Bao Nguyen, Ngo Nghi Truyen Huynh and Pierre-André Garambois
affiliation not provided to SSRN, affiliation not provided to SSRN, French National Institute for Agriculture, Food and Environment (INRAE) and CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université
Downloads 104 (689,572)

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Distributed hydrological modeling, Hybrid solvers, Differentiability, Parallel computing, Large-scale optimization

2.

Improving Parameter Regionalization Learning for Spatialized Differentiable Hydrological Models by Assimilation of Satellite-Based Soil Moisture Data

Number of pages: 25 Posted: 18 Oct 2024
Mouad Ettalbi, Pierre-André Garambois, Ngo Nghi Truyen Huynh, Patrick ARNAUD, Emmanuel Ferreira and Nicolas Baghdadi
affiliation not provided to SSRN, CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université, French National Institute for Agriculture, Food and Environment (INRAE), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43 (1,157,785)

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Spatialized Differentiable Hydrological model, Learnable Regionalization, Floods, Variational Data Assimilation, Satellite moisture, SMAP L4 data