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Guillaume Artigue
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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
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Uncertainty Estimation in Hydrogeological Forecasting with Neural Networks: Impact of Spatial Distribution of Rainfalls and Random Initialization of the ModelWater, 2021, 13 (12), pp.1690. ⟨10.3390/w13121690⟩
Article dans une revue
hal-03264934v1
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Quantification of Neural Network Uncertainties on the Hydrogeological Predictions by Probability Density FunctionsWMESS 2019 - 5th World Multidisciplinary Earth Sciences Symposium, Sep 2019, Prague, Czech Republic. ⟨10.1088/1755-1315/362/1/012112⟩
Communication dans un congrès
hal-02366200v1
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