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Number of documents

5

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.


Journal articles1 document

  • Guillaume Bertrand, Alex Ponçot, Benjamin Pohl, Alexandre Lhosmot, Marc Steinmann, et al.. Statistical hydrology for evaluating peatland water table sensitivity to simple environmental variables and climate changes application to the mid-latitude/altitude Frasne peatland (Jura Mountains, France). Science of the Total Environment, Elsevier, 2021, 754, 141931 (55 p.). ⟨10.1016/j.scitotenv.2020.141931⟩. ⟨insu-02921354⟩

Conference papers2 documents

  • 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⟩
  • 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⟩

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⟩