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Vanessya Laborie

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

153

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

High-Accuracy Reconstruction of Water Levels Through Integrating Physics-Based and Data-Driven Models: Application to the Seine Estuary

Number of pages: 34 Posted: 07 Dec 2024
Rouen University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 91 (736,406)

Abstract:

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Hybrid Model, Deep Learning, TELEMAC-2D, Data reconstruction, Seine river

2.

Reducing the Dimension of Infered Time-Varying Boundary Conditions to Improve Water Levels Prediction in the Gironde Estuary using Telemac2D and an Ensemble Kalman Filter

Accepted for review in Journal of Computational Geosciences.
Number of pages: 28 Posted: 19 Jun 2025
Vanessya Laborie, Nicole GOUTAL and Sophie Ricci
affiliation not provided to SSRN, EDF R&D and affiliation not provided to SSRN
Downloads 44 (1,170,409)

Abstract:

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2D Hydrodynamics, Ensemble Kalman Filter, Time-Dependent Forcings, Karhunen-Loève Decomposition, Friction Coefficients, Gironde Estuary

3.

An explainable and uncertainty-aware deep-learning simulation framework for long-term discharge reconstruction in contrasting basins of the Seine system

Number of pages: 81 Posted: 27 Jun 2026
Redouane BOUGLIA, Vanessya Laborie, Minh Tan VU and A. Jardani
affiliation not provided to SSRN, affiliation not provided to SSRN, Rouen University and affiliation not provided to SSRN
Downloads 18

Abstract:

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river discharge simulation, deep learning, LSTM, Uncertainty quantification, Seine basin, extreme flood events