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Xiaopeng Niu · Study

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Xiaopeng Niu

5 works· latest 2023· 1 institutionscluster: provisional

h-index5

i105

Citations737

Works here5

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22

23

Most cited in this library

Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis2021 · 242 citations
Probabilistic modeling of uncertainties in fatigue reliability analysis of turbine bladed disks2020 · 208 citations
EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis2022 · 120 citations
An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis2023 · 100 citations
Machine learning-based probabilistic fatigue assessment of turbine bladed disks under multisource uncertainties2023 · 67 citations

Works

5 shown

Machine learning-based probabilistic fatigue assessment of turbine bladed disks under multisource uncertainties

International Journal of Structural Integrity·2023·5 authors

67citations

An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis

Reliability Engineering & System Safety·2023·5 authors

100citations

EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis

Computer Methods in Applied Mechanics and Engineering·2022·4 authors

120citations

Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis

Computer Methods in Applied Mechanics and Engineering·2021·5 authors

242citations

Probabilistic modeling of uncertainties in fatigue reliability analysis of turbine bladed disks

International Journal of Fatigue·2020·6 authors

208citations