Miguel Munoz Zuniga

Metamodelling with independent and dependent inputs

Miguel Munoz Zuniga, Sergei Kucherenko, Nilay Shah · Computer Physics Communications · 2013 · 81 citations

Computing, Data Science, Machine Learning +3

Structural reliability assessment through surrogate based importance sampling with dimension reduction

Miguel Munoz Zuniga, Achille Murangira, T. Perdrizet · Reliability Engineering & System Safety · 2020 · 40 citations · Full text

Engineering, Civil Engineering, Computational Engineering +10

Adaptive directional stratification for controlled estimation of the probability of a rare event

Miguel Munoz Zuniga, Josselin Garnier, Élisabeth Rémy et al. · Reliability Engineering & System Safety · 2011 · 29 citations

Natural Sciences, Biostatistics, Statistics +13

Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step

Miguel Munoz Zuniga, Delphine Sinoquet · INFOR Information Systems and Operational Research · 2020 · 15 citations

Natural Sciences, Computer Science, Machine Learning +16

Quantification and reduction of uncertainties in a wind turbine numerical model based on a global sensitivity analysis and a recursive Bayesian inference approach

Adrien Hirvoas, Clémentine Prieur, Élise Arnaud et al. · International Journal for Numerical Methods in Engineering · 2021 · 15 citations · Full text

Computing, Computational Engineering, Computational Fluid Dynamics +16