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Minh Tan VU

Rouen University

SCHOLARLY PAPERS

7

DOWNLOADS

359

TOTAL CITATIONS

1

Scholarly Papers (7)

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

Hydraulic Tomography 2d Inversion: Comparison of Deep Learning Algorithm and Quasi-Linear Geostatistical Approach

Number of pages: 39 Posted: 03 Sep 2024
Minh Tan VU and A. Jardani
Rouen University and affiliation not provided to SSRN
Downloads 43 (1,183,247)

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Hydraulic tomography, Quasi Linear Geostatistical Approach, Inversion, Deep Learning, Pumping test, CNN

Hydraulic Tomography 2d Inversion: Comparison of Deep Learning Algorithm and Quasi-Linear Geostatistical Approach

Number of pages: 39 Posted: 07 Sep 2024
Minh Tan VU and A. Jardani
Rouen University and affiliation not provided to SSRN
Downloads 29 (1,400,723)

Abstract:

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Hydraulic tomography, Quasi Linear Geostatistical Approach, inversion, deep learning, Pumping test, CNN

3.

Characterization of the Aquifer's Hydraulic Properties Using Different Pumping Test Modes: From Oscillatory Hydraulic Tomography to Steady State Hydraulic Tomography

Number of pages: 45 Posted: 20 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Rouen University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 54 (1,041,696)

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Hydraulic tomography, Hydraulic properties, Inversion, Pumping tests, Oscillatory pumping tests

4.

Hydraulic Tomography Inversion: Comparison of Deterministic and Deep Learning Algorithms for the Hydroscan Observatory Site

Number of pages: 37 Posted: 24 Feb 2024
Minh Tan VU and A. Jardani
Rouen University and affiliation not provided to SSRN
Downloads 51 (1,063,489)

Abstract:

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Hydro-tomography, Inversion, Deep Learning, Pumping test, CNN

5.

Large-Scale Seasonal Forecasts of River Discharge by Coupling Local and Global Datasets with a Stacked Neural Network: Case for the Loire River System

Number of pages: 37 Posted: 30 May 2023
Rouen University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,222,651)
Citation 1

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Forecast, River discharge, Stacked LSTM, deep learning, Big data, Loire Bretagne Basin

6.

Long-Run Forecasting Surface and Ground Water Dynamics from Intermittent Observation Data: An Evaluation for 50 Years

Number of pages: 43 Posted: 04 Dec 2022
Rouen University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,236,159)

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Water dynamics forecastRiver level, River rechargeGroundwater levelLong Short-Term MemoryDeep Learning

7.

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
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