Felipe
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
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 前 | 5 次下载 |
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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 前 | 6 次下载 |
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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 前 | 8 次下载 |
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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 前 | 8 次下载 |
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Polynomial chaos approximation
Several 1D probability distributions are approximated using the polynomial chaos expansion method
9 years 前 | 10 次下载 |
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Gaussian quadratures for several orthogonal polynomials
This function calculates the zeros and weights of several orthogonal polynomials
9 years 前 | 1 次下载 |
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Monte Carlo simulation (simple and parallel)
Failure probability estimation of a simply supported beam using deflection criteria.
9 years 前 | 4 次下载 |
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Metropolis-Hastings
This folder contains several programs related to Metropolis-Hastings algorithm
12 years 前 | 4 次下载 |