Felipe
Dr.-Ing. Postdoctoral Researcher. Interests: uncertainty quantification, inverse problems, Bayesian inference, Monte Carlo methods, rare event simulation/structural reliability, random fields.
Python, MATLAB
Spoken Languages:
English, Spanish
Statistiques
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A soumis
Random field representation methods
Implementation of EOLE, OSE and K-L (Discrete, Galerkin & Nyström) methods for 1D random fields
presque 3 ans il y a | 2 téléchargements |
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Spectral stochastic finite element method: 2D plane stress example
Solution of the plane stress example proposed in Sec. 5.3 of the book by Ghanem and Spanos'
plus de 6 ans il y a | 6 téléchargements |
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Monte Carlo and subset simulation example
Solution of the Example 1: SDOF linear oscillator of the paper by Au and Beck (2001)
plus de 7 ans il y a | 7 téléchargements |
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Spectral stochastic finite element method: 1D Euler-Bernoulli beam example
Solution of the Euler-Bernoulli beam example proposed in Sec. 5.2 of the book by Ghanem and Spanos'
plus de 8 ans il y a | 5 téléchargements |
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Polynomial chaos approximation
Several 1D probability distributions are approximated using the polynomial chaos expansion method
presque 9 ans il y a | 7 téléchargements |
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Gaussian quadratures for several orthogonal polynomials
This function calculates the zeros and weights of several orthogonal polynomials
plus de 9 ans il y a | 1 téléchargement |
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Monte Carlo simulation (simple and parallel)
Failure probability estimation of a simply supported beam using deflection criteria.
plus de 9 ans il y a | 2 téléchargements |
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Metropolis-Hastings
This folder contains several programs related to Metropolis-Hastings algorithm
environ 12 ans il y a | 4 téléchargements |