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Sinan Xiao
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Reliability analysis with stratified importance sampling based on adaptive Kriging
S Xiao, S Oladyshkin, W Nowak
Reliability Engineering & System Safety 197, 106852, 2020
1152020
Structural reliability sensitivity analysis based on classification of model output
S Xiao, Z Lu
Aerospace Science and Technology 71, 52-61, 2017
742017
Multivariate global sensitivity analysis for dynamic models based on wavelet analysis
S Xiao, Z Lu, P Wang
Reliability Engineering & System Safety 170, 20-30, 2018
652018
Multivariate sensitivity analysis based on the direction of eigen space through principal component analysis
S Xiao, Z Lu, L Xu
Reliability Engineering & System Safety 165, 1-10, 2017
562017
A new effective screening design for structural sensitivity analysis of failure probability with the epistemic uncertainty
S Xiao, Z Lu, L Xu
Reliability Engineering & System Safety 156, 1-14, 2016
472016
Generalized sensitivity indices based on vector projection for multivariate output
L Xu, Z Lu, S Xiao
Applied Mathematical Modelling 66, 592-610, 2019
412019
An efficient method based on Bayes’ theorem to estimate the failure-probability-based sensitivity measure
Y Wang, S Xiao, Z Lu
Mechanical Systems and Signal Processing 115, 607-620, 2019
412019
A new efficient simulation method based on Bayes' theorem and importance sampling Markov chain simulation to estimate the failure-probability-based global sensitivity measure
Y Wang, S Xiao, Z Lu
Aerospace Science and Technology 79, 364-372, 2018
392018
Multivariate global sensitivity analysis for dynamic models based on energy distance
S Xiao, Z Lu, P Wang
Structural and multidisciplinary optimization 57 (1), 279-291, 2018
372018
Copula-based decomposition approach for the derivative-based sensitivity of variance contributions with dependent variables
P Wang, Z Lu, K Zhang, S Xiao, Z Yue
Reliability Engineering & System Safety 169, 437-450, 2018
352018
Estimation of small failure probability using generalized subset simulation
K Cheng, Z Lu, S Xiao, J Lei
Mechanical Systems and Signal Processing 163, 108114, 2022
342022
Structural reliability analysis using combined space partition technique and unscented transformation
S Xiao, Z Lu
Journal of Structural Engineering 142 (11), 04016089, 2016
342016
Reliability analysis by combining higher-order unscented transformation and fourth-moment method
S Xiao, Z Lu
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2018
312018
Estimation of small failure probabilities based on thermodynamic integration and parallel tempering
S Xiao, S Reuschen, G Köse, S Oladyshkin, W Nowak
Mechanical Systems and Signal Processing 133, 106248, 2019
252019
Multivariate global sensitivity analysis based on distance components decomposition
S Xiao, Z Lu, P Wang
Risk Analysis 38 (12), 2703-2721, 2018
232018
A generalized separation for the variance contributions of input variables and their distribution parameters
P Wang, Z Lu, S Xiao
Applied Mathematical Modelling 47, 381-399, 2017
222017
Global sensitivity analysis based on distance correlation for structural systems with multivariate output
S Xiao, Z Lu, P Wang
Engineering Structures 167, 74-83, 2018
202018
Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation
S Xiao, W Nowak
Aerospace Science and Technology 130, 107938, 2022
192022
Bayesian Inversion of Multi‐Gaussian Log‐Conductivity Fields With Uncertain Hyperparameters: An Extension of Preconditioned Crank‐Nicolson Markov Chain Monte Carlo With …
S Xiao, T Xu, S Reuschen, W Nowak, HJ Hendricks Franssen
Water resources research 57 (9), e2021WR030313, 2021
162021
Sampling behavioral model parameters for ensemble-based sensitivity analysis using Gaussian process emulation and active subspaces
D Erdal, S Xiao, W Nowak, OA Cirpka
Stochastic environmental research and risk assessment 34 (11), 1813-1830, 2020
132020
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Artikler 1–20