Neural network-aided simulation of non-Gaussian stochastic processes

Multivariate non-Gaussian process simulation based on HPM-JTM hybrid model

(2023) Ying Luo et al.   PROBABILISTIC ENGINEERING MECHANICS

An iterative multi-fidelity scheme for simulating multi-dimensional non-Gaussian random fields

(2023) Zhibao Zheng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Reliability analysis of structures with inerter-based isolation layer under stochastic seismic excitations

(2023) Jin-Yang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A non-Gaussian stochastic model from limited observations using polynomial chaos and fractional moments

(2022) Ruijing Zhang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2022) Zhao Zhao et al.   PROBABILISTIC ENGINEERING MECHANICS

Dynamic response and reliability analyses of non-linear structures driven by non-stationary non-Gaussian stochastic ground motions

(2022) Jun Xu et al.   ENGINEERING STRUCTURES

Multifractional and long-range dependent characteristics for remaining useful life prediction of cracking gas compressor

(2022) Wanqing Song et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An artificial neural network supported stochastic process for degradation modeling and prediction

(2021) Di Liu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Modeling and simulating nonhomogeneous non-Gaussian corrosion fields on buried pipelines and its use in predicting burst capacities of corroded pipelines

(2021) W. Zhou et al.   ENGINEERING STRUCTURES

Effects of free-stream turbulence on non-Gaussian characteristics of fluctuating wind pressures on a 5:1 rectangular cylinder

(2021) Xiongwei Yang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A model to simulate multidimensional nonstationary and non-Gaussian fields based on S-transform

(2021) H.P. Hong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Simulating nonstationary non-Gaussian vector process based on continuous wavelet transform

(2021) H.P. Hong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Time-dependent reliability assessment of aging structures considering stochastic resistance degradation process

(2021) Yiming Yang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An analytical formula for Gaussian to non-Gaussian correlation relationship by moment-based piecewise Hermite polynomial model with application in wind engineering

(2020) Liuliu Peng et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Structural reliability assessment through surrogate based importance sampling with dimension reduction

(2020) M. Munoz Zuniga et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Unified Hermite Polynomial Model and Its Application in Estimating Non-Gaussian Processes

(2019) Xuan-Yi Zhang et al.   JOURNAL OF ENGINEERING MECHANICS

Stochastic dynamic response analysis and reliability assessment of non-linear structures under fully non-stationary ground motions

(2019) Jun Xu et al.   STRUCTURAL SAFETY

An efficient simulation algorithm for non-Gaussian stochastic processes

(2019) Xingliang Ma et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Simulation of stationary non-Gaussian multivariate wind pressures using moment-based piecewise Hermite polynomial model

(2019) Min Liu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Translation processes for wind pressures on low-rise buildings

(2018) H. Zhao et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A semi-analytical formula for estimating peak wind load effects based on Hermite polynomial model

(2017) Guoqing Huang et al.   ENGINEERING STRUCTURES

Estimation of Peak Factor of Non-Gaussian Wind Pressures by Improved Moment-Based Hermite Model

(2017) Min Liu et al.   JOURNAL OF ENGINEERING MECHANICS

Principal component analysis and polynomial chaos expansion for time-variant reliability problems

(2017) Lara Hawchar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Estimation of Peak Factor of Non-Gaussian Wind Pressures by Improved Moment-Based Hermite Model

(2017) Min Liu et al.   JOURNAL OF ENGINEERING MECHANICS

A model of probability density function of non-Gaussian wind pressure with multiple samples

(2015) Qingshan Yang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Extreme Value Distribution and Peak Factor of Crosswind Response of Flexible Structures with Nonlinear Aeroelastic Effect

(2014) Xinzhong Chen   JOURNAL OF STRUCTURAL ENGINEERING

Probabilistic modeling of wind pressure on low-rise buildings

(2013) Luping Yang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Simulation of Non-Gaussian Stochastic Process with Target Power Spectral Density and Lower-Order Moments

(2011) Jinhua Li et al.   JOURNAL OF ENGINEERING MECHANICS

Peak Factors for Non-Gaussian Load Effects Revisited

(2011) Dae Kun Kwon et al.   JOURNAL OF STRUCTURAL ENGINEERING

A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic process by a translation process

(2011) M.D. Shields et al.   PROBABILISTIC ENGINEERING MECHANICS

Advances of the probability density evolution method for nonlinear stochastic systems

(2011) Jie Li et al.   PROBABILISTIC ENGINEERING MECHANICS

Critical review and latest developments of a class of simulation algorithms for strongly non-Gaussian random fields

(2008) Paolo Bocchini et al.   PROBABILISTIC ENGINEERING MECHANICS