NH
Ngo Nghi Truyen Huynh
Researcher
100
%
Libre accès
9
Documents
Identifiants chercheurs
Domaines de recherche
Modélisation et simulation
Machine Learning [stat.ML]
Hydrologie
Publications
Publications
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Hybrid Physics-AI Approaches Integrating Neural Networks into Distributed Hydrological Models for Regional Flood SimulationEnvironmental Sciences. Aix-Marseile Université, 2025. English. ⟨NNT : 2025AIXM0174⟩ |
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Multiscale Learnable Physical Modeling and Data Assimilation Framework: Application to High-Resolution Regionalized Hydrological Simulation of Flash Floods2024 |
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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 |
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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 |
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