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Felipe


Last seen: 6 months ago Active since 2012

Dr.-Ing. Postdoctoral Researcher. Interests: uncertainty quantification, inverse problems, Bayesian inference, Monte Carlo methods, rare event simulation/structural reliability, random fields.

Programming Languages:
Python, MATLAB
Spoken Languages:
English, Spanish

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Random field representation methods
Implementation of EOLE, OSE and K-L (Discrete, Galerkin & Nyström) methods for 1D random fields

3 years ago | 4 downloads |

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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'

6 years ago | 6 downloads |

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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)

7 years ago | 8 downloads |

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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'

8 years ago | 7 downloads |

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Polynomial chaos approximation
Several 1D probability distributions are approximated using the polynomial chaos expansion method

9 years ago | 10 downloads |

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Gaussian quadratures for several orthogonal polynomials
This function calculates the zeros and weights of several orthogonal polynomials

9 years ago | 1 download |

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Monte Carlo simulation (simple and parallel)
Failure probability estimation of a simply supported beam using deflection criteria.

9 years ago | 4 downloads |

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Metropolis-Hastings
This folder contains several programs related to Metropolis-Hastings algorithm

12 years ago | 3 downloads |

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