
NH
Ngo Nghi Truyen Huynh
100%
Libre accès
6
Documents
Affiliation actuelle
- Risques, Ecosystèmes, Vulnérabilité, Environnement, Résilience (RECOVER)
Identifiants chercheurs
Présentation
Domaines de recherche
Modélisation et simulation
Machine Learning [stat.ML]
Hydrologie
Compétences
Applied Maths, Python, Fortran
Publications
Publications
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Learning Regionalization Using Accurate Spatial Cost Gradients Within a Differentiable High-Resolution Hydrological Model: Application to the French Mediterranean RegionWater 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 LearningSurveys 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 floodsJournal of Hydrology, 2023, 625 (0022-1694), pp.129992. ⟨10.1016/j.jhydrol.2023.129992⟩
Article dans une revue
hal-03781526
v4
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Multiscale Learnable Physical Modeling and Data Assimilation Framework: Application to High-Resolution Regionalized Hydrological Simulation of Flash Floods2024
Pré-publication, Document de travail
hal-04498418
v1
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Advanced Hybrid Data Assimilation for Parameter Regionalization within a Differentiable Spatially Distributed Hydrological Model and Uncertainty Correction with Bidirectional LSTMAGU Annual Meeting, 2023
Proceedings/Recueil des communications
hal-04389155
v1
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Multi-gauge Hydrological Variational Data Assimilation: Regionalization Learning with Spatial Gradients using Multilayer Perceptron and Bayesian-Guided Multivariate RegressionColloque SHF 2023 - Prévision des crues et des inondations, Nov 2023, Toulouse, France
Communication dans un congrès
hal-04149040
v1
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