Publications

Miguel Munoz Zuniga

Research engineer in applied mathematics at IFPEN

Publications

Miguel Munoz Zuniga's Home Page Preprints

  • 3. A. Murangira, M. Munoz Zuniga and T. Perdrizet, Structural reliability assessment through metamodel based importance sampling with dimension reduction, work in progress, 2016.

  • 2. M. Munoz Zuniga and Y. Richet, Global optimization of a computer based model with functional data inputs, work in progress, 2014.
    (draft 2013)

  • 1. M. Munoz Zuniga and S. Kucherenko, Low cost estimates of total sensitivity indices based on metamodels, work in progress, 2014.
    (draft 2012)


Scientific journals

  • 3. M. Munoz Zuniga and S. Kucherenko, N. Shah, Metamodelling with independent and dependent inputs, Computer Physics Communications, 2013.

  • 2. M. Munoz Zuniga, J. Garnier, E. Remy and E. de Rocquigny, Analysis of adaptive directional stratification for the controlled estimation of rare event probabilities, Statistics and Computing, 2011.

  • 1. M. Munoz Zuniga, J. Garnier, E. Remy and E. de Rocquigny, Adaptative Directional Stratification for controlled estimation of the probability of a rare event, Reliability Engineering and System Safety, 2011.


Ph.D Thesis

  • Méthodes stochastiques pour l'estimation contrôlée de faibles probabilités sur des modèles physiques complexes : application au domaine nucléaire.


Congress proceedings

  • 5. A. Murangira, M. Munoz Zuniga and T. Perdrizet, Estimation of the Failure Probability of a Floating Wind Turbine Under Environmental Load, 12th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP12 Vancouver, Canada, July 12-15, 2015.

  • 4. V. Caron, A. Guyader, M. Munoz Zuniga and B. Tuffin, Some recent results in rare event simulation, ESAIM Proceedings, 2014.

  • 3. M. Munoz Zuniga, J. Garnier and E. Remy, An original sensitivity statistic within a new adaptive accelerated Monte-Carlo method,
    Sixth International Conference on Sensitivity Analysis of Model Output, Italy, Milano, July 19-22, 2010.
    Procedia - Social and Behavioral Sciences, Volume 2, Issue 6, 2010, Pages 7712-7713.

  • 2. M. Munoz Zuniga, J. Garnier, E. Remy and E. de Rocquigny, Adaptative Directional Stratification: an adaptive directional simulation method in a stratified space,
    Safety, Reliability and Risk of Structures, Infrastrutures and Engineering Systems, H. Furuta, D.M Frangopol & M Shinozuka, 2010, Taylor & Francis Group, London.

  • 1. M. Munoz Zuniga, J. Garnier, Y. Lefebvre, Controlled estimation of the probability of rare event for a complex physical model - examination of monotoneous variation models,
    Congrès Lambda-Mu 16, Avignon, 2008.


Contribution to scientific softwares and libraries


Events highligths :

 

Some links :

 

 

Last update : 26/03/2017

 

Email contact :

miguel.munoz-zuniga@ifpen.fr