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Guillaume Artigue



*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



Towards a better consideration of rainfall and hydrological spatial features by a deep neural network model to improve flash floods forecasting: case study on the Gardon basin, France

Bob E. Saint Fleur , Sam Allier , Emilien Lassara , Antoine Rivet , Guillaume Artigue
Modeling Earth Systems and Environment, 2023, 9, pp.3693-3708. ⟨10.1007/s40808-022-01650-w⟩
Journal articles hal-03935277v1

A new simple statistical method for the unsupervised clustering of the hydrodynamic behavior at different boreholes: analysis of the obtained clusters in relation to geological knowledge

Manon Erguy , Sébastien Morilhat , Guillaume Artigue , Julien Trincal , Anne Johannet
Environmental Earth Sciences, 2023, 82 (19), pp.451. ⟨10.1007/s12665-023-11066-z⟩
Journal articles hal-04200590v1

L’hydrogéologie karstique : des premiers concepts aux avancées récentes

Séverin Pistre , Hervé Jourde , Anne Johannet , Michel Bakalowicz , Véronique Léonardi
Karstologia, 2022, 79, pp.61-66
Journal articles hal-03887198v1
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A Hydrological Digital Twin by Artificial Neural Networks for Flood Simulation in Gardon de Sainte-Croix Basin, France

Çağri Alperen İnan , Guillaume Artigue , Bedri Kurtulus , Séverin Pistre , Anne Johannet
IOP Conference Series: Earth and Environmental Science, 2021, 7th World Multidisciplinary Earth Sciences Symposium (WMESS 2021) 6th-10th September 2021, Prague, Czech Republic, 906, pp.012112. ⟨10.1088/1755-1315/906/1/012112⟩
Journal articles hal-03472284v1
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Flash flood forecasting in poorly gauged basins using neural networks: case study of the Gardon de Mialet basin (southern France)

Guillaume Artigue , A. Johannet , V Borrell , S. Pistre
Natural Hazards and Earth System Sciences, 2012, 12, pp.3307 - 3324. ⟨10.5194/nhess-12-3307-2012⟩
Journal articles hal-02365588v1
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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⟩
Book sections hal-03411377v1