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Thomas Darras
Thomas Darras
Laboratory HydroSciences Montpellier
Artificial neural network
Flash flood
Ensemble forecasting
Machine learning
Cross-validation
4
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1
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Taking profit of statistical modelling by neural networks: how to deal with vigilance levels prediction for flash flooding. Case study on Lez Basin (South eastern France).
2018
Thomas Darras
Anne Johannet
Séverin Pistre
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Ensemble model to enhance robustness of flash flood forecasting using an Artificial Neural Network: case-study on the Gardon Basin (south-eastern France)
2016
Thomas Darras
Anne Johannet
B. Vayssade
L. Kong-A-Siou
Séverin Pistre
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Influence of the Initialization ofMultilayer Perceptron for Flash FloodForecasting: Design of a Robust Model
2014
Thomas Darras
Anne Johannet
B. Vayssade
Line Kong A Siou
Séverin Pistre
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Flood part I : Karst contribution to Lez floods
2013
Perrine Fleury
Valérie Borrell-Estupina
Line Kong A Siou
Anne Johannet
Thomas Darras
Séverin Pistre
Marc Guilhalmenc
Jean-Christophe Maréchal
Nathalie Dörfliger
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