NH

Ngo Nghi Truyen Huynh

Researcher

100%

Open access

6

Documents

Current affiliations

1167275

Researcher identifiers

ngo-nghi-truyenhuynh
0000-0001-5078-3865
Google Scholar : https://scholar.google.fr/citations?user=583NePIAAAAJ
Arxiv : huynh_n_3

Contact

Presentation

Research domains

Modeling and Simulation Machine Learning [stat.ML] Hydrology

Skills

Applied Maths, Python, Fortran

Publications

	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⟩ Journal articles hal-03781526v4
	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⟩ Journal articles hal-03778597v2

	Advanced Hybrid Data Assimilation for Parameter Regionalization within a Differentiable Spatially Distributed Hydrological Model and Uncertainty Correction with Bidirectional LSTM Ngo Nghi Truyen Huynh , Pierre-André Garambois , François Colleoni , Benjamin Renard , Hélène Roux AGU Annual Meeting, 2023 Proceedings hal-04389155v1

	Multi-gauge Hydrological Variational Data Assimilation: Regionalization Learning with Spatial Gradients using Multilayer Perceptron and Bayesian-Guided Multivariate Regression Ngo Nghi Truyen Huynh , Pierre-André Garambois , François Colleoni , Benjamin Renard , Hélène Roux Colloque SHF 2023 - Prévision des crues et des inondations, Nov 2023, Toulouse, France Conference papers hal-04149040v1

	Multiscale Learnable Physical Modeling and Data Assimilation Framework: Application to High-Resolution Regionalized Hydrological Simulation of Flash Floods Ngo Nghi Truyen Huynh , Pierre-André Garambois , Benjamin Renard , François Colleoni , Jérôme Monnier 2024 Preprints, Working Papers, ... hal-04498418v1
	Learning Regionalization within a Differentiable High-Resolution Hydrological Model using Accurate Spatial Cost Gradients Ngo Nghi Truyen Huynh , Pierre-André Garambois , François Colleoni , Benjamin Renard , Hélène Roux 2023 Preprints, Working Papers, ... hal-04145059v2