Fadil Boodoo

Publications

Article dans une revue (1)

Are LSTM and conceptual rainfall-runoff models able to cope with limited training datasets under diverse hydrometeorological conditions? Fadil Boodoo,Renaud Hostache,Nadia Skifa,Joris Guerin,Carole Delenne Modeling Earth Systems and Environment, 2025, 11 (2), pp.128. ⟨10.1007/s40808-025-02316-z⟩ Article dans une revue hal-04965634v1

Communication dans un congrès (3)

Modélisation des hauteurs d’eau dans les plaines d’inondation avec les GNN Fadil Boodoo,Carole Delenne,François Alberto,Joris Guérin,Renaud Hostache Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France Communication dans un congrès hal-05507025v1
Impact of training dataset size and its hydrometeorological typology on LSTM performance for rainfall-runoff modeling: a case study of the Severn river Nadia Skifa,Fadil Boodoo,Carole Delenne,Renaud Hostache,Morgan Abily SimHydro conference 2023, Société Hydrotechnique de France (SHF); the Association Française de Mécanique (AFM); the Environmental & Water Resources Institute (EWRI); the International Association for Hydro-Environment Engineering and Research (IAHR), Nov 2023, Chatou, France. pp.107-128, ⟨10.1007/978-981-97-4076-5⟩ Communication dans un congrès hal-04375806v1
Impact of training dataset size and its hydrometeorological typology on LSTM performance for Rainfall-Runoff modeling : A case study of the Severn River (UK) Nadia Skifa,Fadil Boodoo,Carole Delenne,Renaud Hostache,Morgan Abily SimHydro 2023: New modelling paradigms for water issues?, Nov 2023, Chatou/Paris, France Communication dans un congrès hal-05506931v2

Poster de conférence (2)

Comparison of a conceptual rainfall-runoff model with an artificial neural network model for streamflow prediction Fadil Boodoo,Carole Delenne,Renaud Hostache,Julien Freychet 2023 EGU General Assembly - European Geosciences Union General Assembly, May 2023, Vienna, Austria Poster de conférence hal-04093049v1
Comparison of an artificial neural network with a conceptual rainfall-runoff model for streamflow prediction Fadil Boodoo,Carole Delenne,Renaud Hostache,Nadia Skifa Prévision des crues et des inondations – Avancées, valorisation et perspectives, Nov 2023, Toulouse, France Poster de conférence hal-04375766v1

Autre publication scientifique (1)

Graph neural networks for water level modelling in floodplains: application to the Severn floodplain with HydroGCN Fadil Boodoo,Carole Delenne,Franco Alberto Cardillo,Joris Guérin,Renaud Hostache 2026 Autre publication scientifique hal-05557957v1

Thèse (1)

Apport de l'intelligence artificielle pour la prévision spatio-temporelle des inondations Fadil Boodoo Intelligence artificielle [cs.AI]. Université de montpellier, 2025. Français. ⟨NNT : ⟩ Thèse tel-05532625v1