| Europe faces up to tenfold increase in extreme fires in a warming climate S El Garroussi, F Di Giuseppe, C Barnard, F Wetterhall npj Climate and Atmospheric Science 7 (1), 30, 2024 | 26 | 2024 |
| Tackling random fields non-linearities with unsupervised clustering of polynomial chaos expansion in latent space: application to global sensitivity analysis of river flooding S El Garroussi, S Ricci, M De Lozzo, N Goutal, D Lucor Stochastic Environmental Research and Risk Assessment 36 (3), 693-718, 2022 | 20 | 2022 |
| Uncertainty quantification in a two-dimensional river hydraulic model S El Garroussi, M de Lozzo, S Ricci, D Lucor, N Goutal, C Goeury, ... International Conference on Uncertainty Quantification in Computational …, 2019 | 4 | 2019 |
| Assessing uncertainties in flood forecasts using a mixture of generalized polynomial chaos expansions S El Garroussi, S Ricci, M De Lozzo, N Goutal, D Lucor 2020 TELEMAC-MASCARET User Conference, 2020 | 2 | 2020 |
| Data-driven selection of optimal afforestation sites in Europe for drought adaptation F Wetterhall, S El Garroussi EMS2024, 2024 | | 2024 |
| Tenfold Increase in extreme fires in Europe expected under warming climate F Wetterhall, F Di Giuseppe, S El Garroussi EMS2024, 2024 | | 2024 |
| A Tenfold Increase in Extreme Fires expected in Europe under a warming climate F Wetterhall, S El Garroussi, F Di Giuseppe EGU24, 2024 | | 2024 |
| Advancing water resource resilience through agroforestry S El Garroussi, F Wetterhall, C Barnard, F Di Giuseppe, C Mazzetti EGU24, 2024 | | 2024 |
| Quantifying the Impact of Climate Warming on Extreme Fire Risk in Europe: A Global Sensitivity Analysis Study using Machine Learning and Impact Response Surfaces S El Garroussi, F Di Giuseppe, F Wetterhall AGU Fall Meeting Abstracts 2023, NH41A-03, 2023 | | 2023 |
| Tackling uncertainty in flood forecasting model via a machine-learning based-surrogate model S El Garroussi, S Ricci, M de Lozzo, N Goutal, D Lucor UNCECOMP2021, 4th International Conference on Uncertainty Quantification in …, 2021 | | 2021 |
| Towards the reduction of uncertainty in hydraulic modles for better flood forecasting S El Garroussi, S Ricci, M de Lozzo, N Goutal, D Lucor Simhydro 21, 2021 | | 2021 |
| Mixture of polynomial chaos expansions for uncertainty propagation S El Garroussi, S Ricci, M De Lozzo, N Goutal, D Lucor Telemac User Conférence, 2019 | | 2019 |
| Contribution and on-going research on sensitivity analysis and surrogate models at CERFACS with an application in 2D hydrodynamics S El Garroussi, S Ricci, M de Lozzo, P Roy, I Mirouze, N Goutal, ... OpenTURNS Journee Utilisateurs, June, 7th 2019, 2019 | | 2019 |
| Mixture of polynomial chaos expansions for un-certainty propagation in two-dimensional hydraulic models for flood forecasting S El Garroussi, N Goutal, D Lucor | | |
