Siham El Garroussi, Sophie Ricci, M. de Lozzo, N. Goutal, D. Lucor. Towards the reduction of uncertainty in hydraulic modles for better flood forecasting. Simhydro 21, Jun 2021, Nice, France. ⟨hal-04739507⟩
Mélanie C. Rochoux, Bastien Nony, Cong Zhang, Didier Lucor, Thomas Jaravel, et al.. Assimilating fire front position and emulating boundary-layer flow simulations for wildland fire behavior ensemble prediction and reanalysis - invited conference. Séminaire UQSay 'Uncertainty Quantification', May 2022, Online, France. ⟨hal-04741957⟩
Mélanie C. Rochoux, A. Collin, Aurélien Costes, C. Zhang, A. Trouvé, et al.. Shape-oriented sensitivity analysis and data assimilation for wildland fire applications. International EnKF workshop 2021, Jun 2021, online, France. ⟨hal-04739511⟩
S. El Garroussi, Sophie Ricci, M. de Lozzo, N. Goutal, D. Lucor. Tackling uncertainty in flood forecasting model via a machine-learning based- surrogate model. UNCECOMP2021, 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2021, Athene, Greece. ⟨hal-04739508⟩
Siham El Garroussi, Sophie Ricci, M. de Lozzo, P. Roy, Isabelle Mirouze, et al.. Contribution and on-going research on sensitivity analysis and surrogate models at CERFACS with an application in 2D hydrodynamics. OpenTURNS Journee Utilisateurs, June, 7th 2019, Jun 2019, Paris Saclay, France. ⟨hal-04730634⟩
Mélanie C. Rochoux, A. Costes, Ronan Paugam, G. Rea, L. Thouron, et al.. Emulating environmental modeling systems in presence of uncertainties: overview and challenges. Workshop on Frontiers of Uncertainty Quantification in Fluid Dynamics, Pisa,11-13 September, Italy, Sep 2019, Pise, Italy. ⟨hal-04730609⟩
Siham El Garroussi, Sophie Ricci, M. de Lozzo, N. Goutal, Didier Lucor. Mixture of polynomial chaos expansions for uncertainty propagation. Telemac User Conférence, Oct 2019, Toulouse, France. ⟨hal-04730601⟩