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Simulation of multi-dimensional non-gaussian non-stationary random fields · Study

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ArticleSimulation of multi-dimensional non-gaussian non-stationary random fields

Shigehiro Sakamoto2002

Article2002

Simulation of multi-dimensional non-gaussian non-stationary random fields

Shigehiro Sakamoto · Roger Ghanem

152 citations·0/0 files stored·Probabilistic Engineering Mechanics

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Probabilistic and Robust Engineering Design Model Reduction and Neural Networks Gaussian Processes and Bayesian Inference

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References

1991Stochastic Finite Elements: A Spectral Approach 1991Simulation of Stochastic Processes by Spectral Representation 1988Digital Generation of Non‐Gaussian Stochastic Fields 1998Simulation of Stationary Non-Gaussian Translation Processes

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2016Time-variant reliability assessment through equivalent stochastic process transformation 2002Non-Gaussian simulation using Hermite polynomial expansion: convergences and algorithms 2008Critical review and latest developments of a class of simulation algorithms for strongly non-Gaussian random fields 2003Non-Gaussian Simulation: Cumulative Distribution Function Map-Based Spectral Correction 2006Stochastic analysis of transport in tubes with rough walls 2006Evaluation of Karhunen–Loève, Spectral, and Sampling Representations for Stochastic Processes 2018An explicit method for simulating non-Gaussian and non-stationary stochastic processes by Karhunen-Loève and polynomial chaos expansion 2010A multi‐scale spectral stochastic method for homogenization of multi‐phase periodic composites with random material properties

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Year2002

Typearticle

Published2002-04-01

VenueProbabilistic Engineering Mechanics

ISSN-L0266-8920

Languageen

Citations152

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/s0266-8920(01)00037-6

openalex_workW2067804657

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