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Ngo Nghi Truyen Huynh

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Domaines de recherche

Modélisation et simulation Machine Learning [stat.ML] Hydrologie

Publications

Publications

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Improving parameter regionalization learning for spatialized differentiable hydrological models by assimilation of satellite-based soil moisture data

Mouad Ettalbi , Pierre-André Garambois , Ngo-Nghi-Truyen Huynh , Patrick Arnaud , Emmanuel Ferreira et al.
Journal of Hydrology, 2025, 660, pp.133300. ⟨10.1016/j.jhydrol.2025.133300⟩
Article dans une revue hal-05193409 v1
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A distributed hybrid physics–AI framework for learning corrections of internal hydrological fluxes and enhancing high-resolution regionalized flood modeling

Ngo Nghi Truyen Huynh , Pierre-André Garambois , Benjamin Renard , François Colleoni , Jérôme Monnier et al.
Hydrology and Earth System Sciences, 2025, 29 (15), pp.3589-3613. ⟨10.5194/hess-29-3589-2025⟩
Article dans une revue hal-05221579 v2
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Learning Regionalization Using Accurate Spatial Cost Gradients Within a Differentiable High-Resolution Hydrological Model: Application to the French Mediterranean Region

Ngo Nghi Truyen Huynh , Pierre-André Garambois , François Colleoni , Benjamin Renard , Hélène Roux et al.
Water Resources Research, 2024, 60 (11), ⟨10.1029/2024WR037544⟩
Article dans une revue hal-04145059 v3
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Near-Surface Seismic Arrival Time Picking with Transfer and Semi-Supervised Learning

Ngo Nghi Truyen Huynh , Roland Martin , Thomas Oberlin , Bastien Plazolles
Surveys in Geophysics, 2023, ⟨10.1007/s10712-023-09783-y⟩
Article dans une revue hal-03778597 v2
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Signatures-and-sensitivity-based multi-criteria variational calibration for distributed hydrological modeling applied to Mediterranean floods

Ngo Nghi Truyen Huynh , Pierre-André Garambois , François Colleoni , Pierre Javelle
Journal of Hydrology, 2023, 625 (0022-1694), pp.129992. ⟨10.1016/j.jhydrol.2023.129992⟩
Article dans une revue hal-03781526 v4