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Tong Zhou
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年份
Kernel principal component analysis-based Gaussian process regression modelling for high-dimensional reliability analysis
T Zhou, Y Peng
Computers & Structures 241, 106358, 2020
672020
An efficient reliability method combining adaptive global metamodel and probability density evolution method
T Zhou, Y Peng, J Li
Mechanical Systems and Signal Processing 131, 592-616, 2019
612019
Structural reliability analysis via dimension reduction, adaptive sampling, and Monte Carlo simulation
T Zhou, Y Peng
Structural and Multidisciplinary Optimization 62 (5), 2629-2651, 2020
522020
Reliability analysis using adaptive Polynomial-Chaos Kriging and probability density evolution method
T Zhou, Y Peng
Reliability Engineering & System Safety 220, 108283, 2022
482022
Surrogate modeling immersed probability density evolution method for structural reliability analysis in high dimensions
Y Peng, T Zhou, J Li
Mechanical Systems and Signal Processing 152, 107366, 2021
472021
Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis
T Zhou, Y Peng
Structural Safety 88, 102026, 2021
332021
Adaptive Bayesian quadrature based statistical moments estimation for structural reliability analysis
T Zhou, Y Peng
Reliability Engineering & System Safety 198, 106902, 2020
312020
Efficient reliability analysis based on deep learning-enhanced surrogate modelling and probability density evolution method
T Zhou, Y Peng
Mechanical Systems and Signal Processing 162, 108064, 2022
292022
Seismic fragility assessment of highway bridges using D-vine copulas
T Zhou, AQ Li
Bulletin of Earthquake Engineering 17, 927-955, 2019
262019
Copula-based seismic fragility assessment of base-isolated structures under near-fault forward-directivity ground motions
T Zhou, AQ Li, YF Wu
Bulletin of Earthquake Engineering 16, 5671-5696, 2018
182018
Numerical study on the ultimate behavior of elastomeric bearings under combined compression and shear
T Zhou, YF Wu, AQ Li
KSCE Journal of Civil Engineering 22, 3556-3566, 2018
162018
A new active-learning function for adaptive Polynomial-Chaos Kriging probability density evolution method
T Zhou, Y Peng
Applied Mathematical Modelling 106, 86-99, 2022
152022
Ensemble of metamodels-assisted probability density evolution method for structural reliability analysis
T Zhou, Y Peng
Reliability Engineering & System Safety 228, 108778, 2022
122022
Stochastic modeling and synthesis of near-fault forward-directivity ground motions
T Zhou, AQ Li
KSCE Journal of Civil Engineering 24 (2), 483-498, 2020
122020
AK-PDEMi: A failure-informed enrichment algorithm for improving the AK-PDEM in reliability analysis
T Zhou, S Marelli, B Sudret, Y Peng
Mechanical Systems and Signal Processing 180, 109435, 2022
112022
An active-learning reliability method based on support vector regression and cross validation
T Zhou, Y Peng
Computers & Structures 276, 106943, 2023
102023
A two-stage point selection strategy for probability density evolution method-based reliability analysis
T Zhou, Y Peng
Structural and Multidisciplinary Optimization 65 (5), 157, 2022
102022
Polynomial chaos Kriging-based structural reliability analysis via the expected margin volume reduction
T Zhou, T Guo, Y Dong, Y Peng
Computers & Structures 287, 107117, 2023
82023
One-step look-ahead policy for active learning reliability analysis
P Pei, T Zhou
Reliability Engineering & System Safety 236, 109312, 2023
72023
Implementation and validation of a numerical model for lead-rubber seismic isolation bearings
T Zhou, YF Wu, AQ Li
Journal of Mechanics 35 (2), 153-165, 2019
52019
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