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ArticleDimension reduction of Karhunen-Loeve expansion for simulation of stochastic processes

Zhangjun Liu2017

Article2017

Dimension reduction of Karhunen-Loeve expansion for simulation of stochastic processes

Zhangjun Liu · Zixin Liu · Yongbo Peng

95 citations·0/0 files stored·Journal of Sound and Vibration

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Probabilistic and Robust Engineering Design Seismic Performance and Analysis Model Reduction and Neural Networks

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References

1991Stochastic Finite Elements: A Spectral Approach 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 1991Simulation of Stochastic Processes by Spectral Representation 2009Stochastic Dynamics of Structures 2001Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes 2006The equivalent extreme-value event and evaluation of the structural system reliability 2016Random function based spectral representation of stationary and non-stationary stochastic processes 1994Orthogonal Series Expansions of Random Fields in Reliability Analysis

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2019Stochastic dynamic response analysis and reliability assessment of non-linear structures under fully non-stationary ground motions 2020A sample-based iterative scheme for simulating non-stationary non-Gaussian stochastic processes 2018Random function representation of stationary stochastic vector processes for probability density evolution analysis of wind-induced structures 2019Stochastic harmonic function based wind field simulation and wind-induced reliability of super high-rise buildings

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Year2017

Typearticle

Published2017-07-21

VenueJournal of Sound and Vibration

ISSN-L0022-460X

Languageen

Citations95

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.jsv.2017.07.016

openalex_workW2736746469

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