Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction

Radu Popescu; George Deodatis; Jean H. Prevost

Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction

Radu Popescu, George Deodatis, Jean H. Prevost

Civil & Environmental Engineering

Research output: Contribution to conference › Paper › peer-review

1 Scopus citations

Abstract

A spectral representation-based simulation methodology is proposed to generate sample functions of a multi-variate, multi-dimensional, non-Gaussian stochastic vector field, according to a prescribed cross-spectral density matrix and prescribed (non-Gaussian) probability distribution functions. The proposed methodology is integrated into a Monte Carlo simulation algorithm that is used to assess the effects of stochastic variability of soil properties on the response of soil deposits to seismic excitation.

Original language	English (US)
Pages	808-811
Number of pages	4
State	Published - 1996
Event	Proceedings of the 1996 7th Specialty Conference on Probabilistic Mechanics and Structural Reliability - Worcester, MA, USA Duration: Aug 7 1996 → Aug 9 1996

Other

Other	Proceedings of the 1996 7th Specialty Conference on Probabilistic Mechanics and Structural Reliability
City	Worcester, MA, USA
Period	8/7/96 → 8/9/96

All Science Journal Classification (ASJC) codes

General Engineering

Cite this

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title = "Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction",

abstract = "A spectral representation-based simulation methodology is proposed to generate sample functions of a multi-variate, multi-dimensional, non-Gaussian stochastic vector field, according to a prescribed cross-spectral density matrix and prescribed (non-Gaussian) probability distribution functions. The proposed methodology is integrated into a Monte Carlo simulation algorithm that is used to assess the effects of stochastic variability of soil properties on the response of soil deposits to seismic excitation.",

author = "Radu Popescu and George Deodatis and Prevost, {Jean H.}",

year = "1996",

language = "English (US)",

pages = "808--811",

note = "Proceedings of the 1996 7th Specialty Conference on Probabilistic Mechanics and Structural Reliability ; Conference date: 07-08-1996 Through 09-08-1996",

}

Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction. / Popescu, Radu; Deodatis, George; Prevost, Jean H.
1996. 808-811 Paper presented at Proceedings of the 1996 7th Specialty Conference on Probabilistic Mechanics and Structural Reliability, Worcester, MA, USA.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction

AU - Popescu, Radu

AU - Deodatis, George

AU - Prevost, Jean H.

PY - 1996

Y1 - 1996

N2 - A spectral representation-based simulation methodology is proposed to generate sample functions of a multi-variate, multi-dimensional, non-Gaussian stochastic vector field, according to a prescribed cross-spectral density matrix and prescribed (non-Gaussian) probability distribution functions. The proposed methodology is integrated into a Monte Carlo simulation algorithm that is used to assess the effects of stochastic variability of soil properties on the response of soil deposits to seismic excitation.

AB - A spectral representation-based simulation methodology is proposed to generate sample functions of a multi-variate, multi-dimensional, non-Gaussian stochastic vector field, according to a prescribed cross-spectral density matrix and prescribed (non-Gaussian) probability distribution functions. The proposed methodology is integrated into a Monte Carlo simulation algorithm that is used to assess the effects of stochastic variability of soil properties on the response of soil deposits to seismic excitation.

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UR - http://www.scopus.com/inward/citedby.url?scp=0029723170&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:0029723170

SP - 808

EP - 811

T2 - Proceedings of the 1996 7th Specialty Conference on Probabilistic Mechanics and Structural Reliability

Y2 - 7 August 1996 through 9 August 1996

ER -

Simulation of multi-dimensional, multi-variate, non-Gaussian, homogeneous stochastic fields with applications to soil liquefaction

Abstract

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All Science Journal Classification (ASJC) codes

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