Skip to Main content
Number of documents

4

Guillaume Artigue


Teacher and researcher in hydrology, hydrometeorology and hydrogeology. Simulating, forecasting and understanding hydrosystems using artificial intelligence and physically-based modeling. Specialized in mediterranean flash flood events.


Conference papers2 documents

  • Nicolas Akil, Guillaume Artigue, Michael Savary, Anne Johannet, Marc Vinches. Quantification of Neural Network Uncertainties on the Hydrogeological Predictions by Probability Density Functions. WMESS 2019 - 5th World Multidisciplinary Earth Sciences Symposium, Sep 2019, Prague, Czech Republic. ⟨10.1088/1755-1315/362/1/012112⟩. ⟨hal-02366200⟩
  • Bob Saint Fleur, Guillaume Artigue, Anne Johannet, Séverin Pistre. Knowledge Extraction (KnoX) in Deep Learning: Application to the Gardon de Mialet Flash Floods Modelling. ITISE 2019 - International Conference on Time Series and Forecasting, Sep 2019, Granada, Spain. ⟨hal-02462501⟩

Poster communications1 document

  • Guillaume Artigue, Anne Johannet, Valérie Borell-Estupina, Séverin Pistre. Neural network flash flood forecasting : generalizing to ungauged basins. EGU General Assembly 2019, Apr 2019, Vienne, Austria. EGU General Assembly 2019, 2019. ⟨hal-02510794⟩

Theses1 document

  • Guillaume Artigue. Prévision des Crues Éclair par Réseaux de Neurones : Généralisation aux Bassins non Jaugés. Hydrologie. Université Montpellier 2 Sciences et Techniques du Languedoc, 2012. Français. ⟨tel-01883033⟩