Mélanie C. Rochoux

Towards predictive data-driven simulations of wildfire spread – Part I: Reduced-cost Ensemble Kalman Filter based on a Polynomial Chaos surrogate model for parameter estimation

Mélanie C. Rochoux, S. Ricci, Didier Lucor et al. · Natural hazards and earth system sciences · 2014 · 95 citations · Full text

Parameter Estimation, Engineering, Fire Dynamic +18

Towards predictive data-driven simulations of wildfire spread – Part II: Ensemble Kalman Filter for the state estimation of a front-tracking simulator of wildfire spread

Mélanie C. Rochoux, Charlotte Emery, S. Ricci et al. · Natural hazards and earth system sciences · 2015 · 61 citations · Full text

Stochastic Simulation, State Estimation, Numerical Weather Prediction +15

Regional-scale simulations of wildland fire spread informed by real-time flame front observations

Mélanie C. Rochoux, Blaise Delmotte, Bénédicte Cuenot et al. · Proceedings of the Combustion Institute · 2012 · 53 citations

Earth Science, Engineering, Fire Safety +8

Reduction of the uncertainties in the water level-discharge relation of a 1D hydraulic model in the context of operational flood forecasting

Johan Habert, S. Ricci, Etienne Le Pape et al. · Journal of Hydrology · 2015 · 39 citations · Full text

Hydrological Disaster, Engineering, Water Resources +12

Comparison of polynomial chaos and Gaussian process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows

Pamphile T. Roy, Nabil El Moçayd, Sophie Ricci et al. · Stochastic Environmental Research and Risk Assessment · 2017 · 38 citations · Full text

Numerical Analysis, Correlation Estimation, Engineering +8