NH
Ngo Nghi Truyen Huynh
Researcher
100%
Libre accès
6
Documents
Affiliations actuelles
- 1167275
Identifiants chercheurs
- ngo-nghi-truyenhuynh
- 0000-0001-5078-3865
- Google Scholar : https://scholar.google.fr/citations?user=583NePIAAAAJ
- Arxiv : huynh_n_3
Présentation
Domaines de recherche
Modélisation et simulation
Machine Learning [stat.ML]
Hydrologie
Compétences
Applied Maths, Python, Fortran
Publications
|
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-04389155v1
|
|
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-03781526v4
|
|
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-03778597v2
|
|
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-04149040v1
|
|
Multiscale Learnable Physical Modeling and Data Assimilation Framework: Application to High-Resolution Regionalized Hydrological Simulation of Flash Floods2024
Pré-publication, Document de travail
hal-04498418v1
|
|
Learning Regionalization within a Differentiable High-Resolution Hydrological Model using Accurate Spatial Cost Gradients2023
Pré-publication, Document de travail
hal-04145059v2
|