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Guillaume Artigue

3
Documents

Présentation

*Teacher and researcher in hydrology, hydrometeorology and hydrogeology at IMT Mines Alès* **Research :** - Simulating, forecasting and understanding hydrosystems using artificial intelligence, statistics and physically-based modeling for droughts, underground water and floods. - Specialized in mediterranean flash flood events. - Willing to develop my research towards hydrometeorological coupling. **Teaching :** - Teaching hydrology, hydrogeology, hydropower production and GIS at IMT Mines Alès **Education and experience :** - 2006 Geology Bachelor (Montpellier University) - 2007 Geology Maîtrise (Montpellier University) - 2009 Geography (Natural Hazards and Catastrophes Management) Master (Montpellier University) - 2010-2013 Co-founder and consultant hydrology and natural hazards management for Keraunos SAS (Company of the French Observatory of Tornadoes and Severe Storms) - 2012 PhD in Hydrology "*Flash flood forecasting with neural networks: generalizing to ungauged basins*" (Montpellier University) - 2013-2017 Scientific and Modeling Manager at Hydrique (Lausanne, Switzerland) - in charge of the enhancement of hydrological forecasts for hydropower production and flood management / Post Doc in Ecole Polytechnique Fédérale de Lausanne (EPFL) on seasonal hydrological forecasts for hydropower production. - 2017 Key Account Manager at EPFL Innovation Park - 2018- Teacher and Researcher at IMT Mines Alès

Publications

severin-pistre
bob-saint-fleur
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Knowledge Extraction (KnoX) in Deep Learning: Application to the Gardon de Mialet Flash Floods Modelling

Bob E. Saint Fleur , Guillaume Artigue , Anne Johannet , Séverin Pistre
ITISE 2019 - International Conference on Time Series and Forecasting, Sep 2019, Granada, Spain
Communication dans un congrès hal-02462501v1
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Deep Multilayer Perceptron for Knowledge Extraction: Understanding the Gardon de Mialet Flash Floods Modeling

Bob E. Saint Fleur , Guillaume Artigue , Anne Johannet , Séverin Pistre
Theory and Applications of Time Series Analysis - Selected Contributions from ITISE 2019, Springer International Publishing, pp.333-348, 2020, Contributions to Statistics, 978-3-030-56219-9. ⟨10.1007/978-3-030-56219-9_22⟩
Chapitre d'ouvrage hal-03411377v1