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20102023
most citedComparison of Polynomial Chaos and Gaussian Process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows

42 citations · 145 across the 11 of their papers we have counts for

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math.ST2023★ 1 cited

Multilevel Surrogate-based Control Variates

Mohamed Reda El Amri, Paul Mycek, Sophie Ricci +1

Monte Carlo (MC) sampling is a popular method for estimating the statistics (e.g. expectation and variance) of a random variable. Its slow convergence has led to the emergence of a…

eess.IV2023★ 12 cited

Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations

Thanh Huy Nguyen, Sophie Ricci, Andrea Piacentini +3

Flood simulation and forecast capability have been greatly improved thanks to advances in data assimilation (DA) strategies incorporating various types of observations; many are de…