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ArticleEfficient stationary multivariate non-Gaussian simulation based on a Hermite PDF model

Luping Yang2015

Article2015

Efficient stationary multivariate non-Gaussian simulation based on a Hermite PDF model

Luping Yang · Kurtis R. Gurley

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

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Probabilistic and Robust Engineering Design Geotechnical Engineering and Analysis Statistical Distribution Estimation and Applications

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References

1996Simulation of Ergodic Multivariate Stochastic Processes 1988Nonlinear Vibration Models for Extremes and Fatigue 1988Digital Generation of Non‐Gaussian Stochastic Fields 1998Simulation of Stationary Non-Gaussian Translation Processes 2002Simulation of second-order processes using Karhunen–Loeve expansion 2001Simulation of Highly Skewed Non-Gaussian Stochastic Processes 2002Polynomial Chaos Decomposition for the Simulation of Non-Gaussian Nonstationary Stochastic Processes 2011A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic process by a translation process

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2022A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields 2021Simulating strongly non-Gaussian and non-stationary processes using Karhunen–Loève expansion and L-moments-based Hermite polynomial model 2020Simulating Stationary Non-Gaussian Processes Based on Unified Hermite Polynomial Model 2023Simulation of 4th-order non-Gaussian random processes by higher-order spectral representation method

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Details

Year2015

Typearticle

Published2015-09-13

VenueProbabilistic Engineering Mechanics

ISSN-L0266-8920

Languageen

Citations63

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.probengmech.2015.09.006

openalex_workW1950765844

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2022

Simulation of stationary non-Gaussian stochastic vector processes using an eigenvalue-based iterative translation approximation method

2021Importance Sampling for Time-Variant Reliability Analysis

2022Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model

2024Simulation of non-Gaussian wind field as a 3rd-order stochastic wave