Les Publications

Communications de congrès

6 décembre 2021

Hydrogeological Behaviour Characterization of the Foussoubie Karst Network using Statistical Approaches

Manon Erguy, Judicaël Arnaud, Anne Johannet, Séverin Pistre, Didier Cailhol, Guillaume Artigue et al.

18th International Congress of Speleology, Jul 2021, Le Bourget du Lac, France.

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22 octobre 2021

Modélisation hydrodynamique d’un hydrosystème karstique par réseaux de neurones : contraindre le modèle pour améliorer ses performances

V. Taver, Anne Johannet, Séverin Pistre, Valérie Borrell Estupina, Marc Vinches.

Colloque E3D 2014, Jun 2014, Alès, France

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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)

Thomas Darras, Anne Johannet, Séverin Pistre.

EGU 16th Plinius conference on Mediterranean risks, Oct 2018, Montpellier, France.

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13 juillet 2021

Monitoring of Mescla karst spring French Southern Alps : a rare case of stratified waters out of coastal areas

Philippe Audra, Anne Johannet

28th International Karstological School « Classical karst », Jun 2021, Postojna, Slovenia.

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4 septembre 2020

Neural networks-based operational prototype for flash flood forecasting: application to Liane flash floods (France)

Dominique Bertin, Anne Johannet, Nathalie Gaffet, Frédéric Lenne

FLOODrisk 2016 – 3rd European Conference on Flood Risk Management, Oct 2016, Lyon, France

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Influence of the Complexity Selection Method on Multilayer Perceptron Properties Case Study on Environmental Data

Anne Johannet, Thomas Darras, Dominique Bertin Geonosis.

2018 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENTAL ENGINEERING (EE), Mar 2018, Milan, Italy.

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31 janvier 2020

Knowledge Extraction (KnoX) in Deep Learning: Application to the Gardon de Mialet Flash Floods Modelling

Bob Saint Fleur, Guillaume Artigue, Anne Johannet, Séverin Pistre.

ITISE 2019 – International Conference on Time Series and Forecasting, Sep 2019, Granada, Spain.

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15 novembre 2019

Quantification of Neural Network Uncertainties on the Hydrogeological Predictions by Probability Density Functions

Nicolas Akil, Guillaume Artigue, Michael Savary, Anne Johannet, Marc Vinches.

WMESS 2019 – 5th World Multidisciplinary Earth Sciences Symposium, Sep 2019, Prague, Czech Republic.

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Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron

Anne Johannet, Virgile Taver, Marc Vinches, Valérie Borrell Estupina, Séverin Pistre, et al.

2015 International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. pp.1-8

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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)

Thomas Darras, Anne Johannet, Bernard Vayssade, Line Kong-A-Siou, Séverin Pistre.

ITISE 2016 (International work-conference on Time Series), Jun 2016, Grenade, Spain

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