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ArticleA new method for stochastic analysis of structures under limited observations

Hongzhe Dai2022

Article2022

A new method for stochastic analysis of structures under limited observations

Hongzhe Dai · Ruijing Zhang · Michael Beer

33 citations·0/0 files stored·Mechanical Systems and Signal Processing

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Probabilistic and Robust Engineering Design Geotechnical Engineering and Analysis Gaussian Processes and Bayesian Inference

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References

1991Stochastic Finite Elements: A Spectral Approach 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 2010Adaptive sparse polynomial chaos expansion based on least angle regression 2004Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure 2006The principle of preservation of probability and the generalized density evolution equation 2006Stochastic finite element: a non intrusive approach by regression 2021Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark 2002Simulation of second-order processes using Karhunen–Loeve expansion

Cited by

2023Application of high-credible statistical results calculation scheme based on least squares Quasi-Monte Carlo method in multimodal stochastic problems 2022A stochastic finite element scheme for solving partial differential equations defined on random domains 2023An iterative multi-fidelity scheme for simulating multi-dimensional non-Gaussian random fields 2025Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis

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Year2022

Typearticle

Published2022-09-23

VenueMechanical Systems and Signal Processing

ISSN-L0888-3270

Languageen

Citations33

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ymssp.2022.109730

openalex_workW4296855103

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2022

Stochastic analysis of structures under limited observations using kernel density estimation and arbitrary polynomial chaos expansion

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2025Conditional uncertainty propagation of stochastic dynamical structures considering measurement conditions